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Computational Science - ICCS 2024 : 24th International Conference, Malaga, Spain, July 2-4, 2024, Proceedings, Part VI
| Computational Science - ICCS 2024 : 24th International Conference, Malaga, Spain, July 2-4, 2024, Proceedings, Part VI |
| Autore | Franco Leonardo |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing AG, , 2024 |
| Descrizione fisica | 1 online resource (434 pages) |
| Altri autori (Persone) |
de MulatierClélia
PaszynskiMaciej KrzhizhanovskayaValeria V DongarraJack J SlootPeter M. A |
| Collana | Lecture Notes in Computer Science Series |
| ISBN | 9783031637780 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Contents - Part VI -- Network Models and Analysis: From Foundations to Artificial Intelligence -- Representation Learning in Multiplex Graphs: Where and How to Fuse Information? -- 1 Introduction -- 2 Related Work -- 3 Information Fusion in Multiplex Graphs -- 3.1 Experimental Setup and Evaluation -- 3.2 Baseline Approaches (no Fusion) -- 3.3 Graph-Level Fusion -- 3.4 Prediction-Level Fusion -- 3.5 GNN-Level Fusion -- 3.6 Embedding-Level Fusion -- 4 Conclusions, Research Gaps and Future Work -- References -- Data Augmentation to Improve Molecular Subtype Prognosis Prediction in Breast Cancer -- 1 Introduction -- 2 Related Works -- 3 Breast Cancer Cohort -- 4 Data Augmentation Methods -- 5 Experiments and Results -- 6 Conclusion and Future Work -- References -- Threshold Optimization in Constructing Comparative Network Models: A Case Study on Enhancing Laparoscopic Surgical Skill Assessment with Edge Betweenness -- 1 Introduction -- 2 Methodology -- 2.1 Needle Passing Task -- 2.2 EMG Data Collection and Pre-processing -- 2.3 NASA-TLX Scores -- 2.4 Nodes and Edges -- 2.5 Edge Betweenness and Modularity for Threshold Selection -- 3 Results -- 3.1 Enrichment Analysis -- 4 Discussion -- 5 Conclusion -- References -- Graph Vertex Embeddings: Distance, Regularization and Community Detection -- 1 Introduction -- 2 Related Work -- 3 Problem Statement -- 4 Method -- 4.1 Embeddings as Solution to Optimization Problem -- 4.2 Regularized Embeddings -- 4.3 Distance Functions -- 5 Experiments -- 5.1 Datasets -- 5.2 Graph Analysis -- 5.3 Graph Drawing -- 5.4 Community Detection in Graphs -- 6 Conclusions -- References -- A Robust Network Model for Studying Microbiomes in Precision Agriculture Applications -- 1 Introduction -- 2 Methods -- 2.1 Overview of Workflow -- 2.2 Data Description -- 2.3 Biological Feature Grouping.
2.4 Co-expression Network Analysis -- 2.5 Characterizing Robust Biological Functions -- 2.6 Comparison of OTUs Pairs Underlying KEGG Modules -- 2.7 Bacterial Functional Enrichment Analysis -- 3 Results and Discussion -- 3.1 A Comparison of Networks in High and Low Biomass Groups -- 3.2 Co-expression Networks Analysis -- 3.3 Characterization of Distinctive KEGG Modules in High and Low Biomass Groups -- 3.4 Comparison of Dynamics of OTUs Pairs Underlying KEGG Modules -- 4 Conclusion -- References -- A Graph-Theory Based fMRI Analysis -- 1 Introduction -- 2 Background -- 2.1 fMRI -- 2.2 Machine Learning -- 2.3 Graph Theory -- 2.4 Network Alignment -- 3 Material and Methods -- 3.1 Dataset Description -- 3.2 Pipeline Description -- 3.3 Proposed Solution -- 4 Results -- 5 Conclusions -- References -- A Pipeline for the Analysis of Multilayer Brain Networks -- 1 Introduction -- 2 Background -- 2.1 Definition of Multilayer Networks -- 2.2 Brain Network Applications -- 3 Materials and Methods -- 3.1 Data Source -- 3.2 Construction and Analysis of Multilayer Networks -- 4 Result and Discussion -- 5 Conclusion -- References -- Numerical Algorithms and Computer Arithmetic for Computational Science -- Modified CORDIC Algorithm for Givens Rotator -- 1 Introduction -- 2 Review of Algorithms and Solutions -- 3 CORDIC Algorithm and Its Modified Version -- 3.1 Realisationation -- 4 Measurements -- 5 Conclusion -- References -- Numerical Aspects of Hyperbolic Geometry -- 1 Introduction -- 2 Hyperbolic Geometry and Representations -- 3 Representation Variants -- 4 Tessellations -- 5 Tests -- 6 Experimental Results -- 7 Comparison Based on Non-numerical Advantages -- 8 Conclusions -- References -- A Numerical Feed-Forward Scheme for the Augmented Kalman Filter -- 1 Introduction -- 2 Problem Settings and Kalman Filter Estimation of the Forcing Term. 3 A Feed-Forward Strategy for the Augmented Kalman Filter -- 3.1 Modeling the Feed-Forward Action -- 3.2 Feed-Forward Reference Extraction -- 3.3 Tuning the Feed-Forward Gain GFF -- 3.4 Regularization Issues -- 4 Numerical Experiments -- 4.1 Inadequacy of the KF Proportional Action with a Diffusive Gain -- 4.2 The Effect of Regularization and Block-Diagonal Reference Extraction -- 5 Discussion and Conclusions -- References -- Calculation of the Sigmoid Activation Function in FPGA Using Rational Fractions -- 1 Introduction -- 2 Artificial Neural Nets and Data Representations -- 3 Rational Fractions and Calculation of the Sigmoid Activation Function -- 3.1 Rational Fractions -- 3.2 Rational Fractions in Processors -- 3.3 Calculation of the Sigmoid Function -- 4 Experimental Results -- 5 Conclusion -- References -- Parallel Vectorized Algorithms for Computing Trigonometric Sums Using AVX-512 Extensions -- 1 Introduction -- 2 Goertzel and Reinsch Algorithms -- 3 Divide-and-conquer Approach -- 3.1 Goertzel Algorithm -- 3.2 Reinsch Algorithm -- 4 Implementation of the Algorithms -- 5 Results of Experiments -- 6 Conclusions and Future Works -- References -- File I/O Cache Performance of Supercomputer Fugaku Using an Out-of-Core Direct Numerical Simulation Code of Turbulence -- 1 Introduction -- 2 Out-of-Core Direct Numerical Simulation Code -- 2.1 Direct Numerical Simulation Code Implementation -- 2.2 Out-of-Core Implementation Concept -- 3 Fugaku Architecture -- 4 Evaluation of Compute Node (CN)-Cache Performance -- 4.1 Performance Evaluation of the I/O Cache with IOR -- 4.2 Performance Evaluation of the I/O Cache with a Simple Program Similar to the Ooc-DNS Code -- 4.3 Performance Evaluation of I/O Cache with the Ooc-DNS Code -- 4.4 Execution of Ooc-DNS Code with 8,1923 Grid Points -- 5 Conclusions -- References. A Novel Computational Approach for Wind-Driven Flows over Deformable Topography -- 1 Introduction -- 2 Governing Equations for Wind-Driven Flows over Deformable Topography -- 3 Hybrid Finite Element/Finite Volume Solver -- 3.1 Coupling Conditions at the Interface -- 4 Computational Results -- 4.1 Accuracy Results -- 4.2 Wind-Driven Circulation Flow by Pipe Failure in the Topography -- 5 Conclusions -- References -- Unleashing the Potential of Mixed Precision in AI-Accelerated CFD Simulation on Intel CPU/GPU Architectures -- 1 Introduction -- 2 Related Work -- 3 Floating-Point Data Formats and Mixed Precision in AI-Accelerated CFD Simulation -- 4 Intel CPU and GPU Architectures in Deep Learning Mixed-Precision Computation -- 5 AI-Accelerated CFD Simulation -- 5.1 CFD Simulation of Steady Flow Around a Motorcycle and Rider -- 5.2 Integration of AI Acceleration with CFD Solver -- 5.3 Training Dataset -- 6 Experimental Results -- 6.1 Testing Platforms -- 6.2 Accuracy and Performance Results -- 7 Conclusion -- References -- Quantum Computing -- The Significance of the Quantum Volume for Other Algorithms: A Case Study for Quantum Amplitude Estimation -- 1 Introduction -- 1.1 Quantum Volume -- 1.2 QAE as a Numerical Integration Technique -- 1.3 Related Work -- 1.4 Our Contributions -- 2 Preliminaries -- 2.1 The Noise Model -- 2.2 QAE Without Noise -- 2.3 QAE on Noisy Processors -- 2.4 Dummy QAE Circuits -- 2.5 Fisher Information -- 2.6 A Monte Carlo Example -- 3 Results -- 3.1 Success in a Quantum Volume Experiment -- 3.2 Results for the Error Model -- 3.3 Speed of the QPU -- 3.4 Estimations for the Size of Circuits -- 4 Application of the Noise Model to QAE -- 4.1 General Functions -- 4.2 Shallow Functions -- 5 Conclusions -- References -- KetGPT - Dataset Augmentation of Quantum Circuits Using Transformers -- 1 Introduction. 2 Evolution and Structure of Transformers -- 2.1 Tokenizer -- 2.2 Feed-Forward Neural Network -- 2.3 Self-attention -- 3 KetGPT - Transformers for Quantum Circuit Generation -- 3.1 Input Dataset and Data Preprocessing -- 3.2 Generator: Architecture and Tokenizer -- 3.3 Verification Method: KetGPT Classifier -- 3.4 Implementation Details -- 4 Results and Discussion -- 4.1 Manual Inspection -- 4.2 Classifier-Based Evaluation -- 4.3 Analysis Based on Circuit Structure -- 5 Conclusion and Outlook -- 6 Software Availability -- References -- Design Considerations for Denoising Quantum Time Series Autoencoder -- 1 Introduction -- 2 QuTSAE Design -- 2.1 Design Choices for QuTSAE Architecture -- 2.2 Design Choices for QuTSAE Input Encoding -- 2.3 Design Choices for QuTSAE Output Decoding/Cost Function -- 2.4 Design Choices for QuTSAE Encoder/Decoder Ansatze -- 3 Experiments -- 3.1 Determining the Optimum Ansatz Size -- 3.2 Impact of Latent Space on Performance -- 3.3 Time Series Denoising -- 4 Conclusions -- References -- Optimizing Quantum Circuits Using Algebraic Expressions -- 1 Introduction -- 2 Proposed Approach -- 3 Representing Quantum Circuits as Algebraic Expressions -- 4 Optimizing the Algebraic Expressions -- 5 Results -- 6 Conclusion -- References -- Implementing 3-SAT Gadgets for Quantum Annealers with Random Instances -- 1 Introduction -- 2 Fundamental Concepts -- 2.1 The 3-SAT and Max-3-SAT Problems -- 2.2 The QUBO Problem and Its Equivalence in Ising Models -- 2.3 Quantum Annealing -- 3 Related Work -- 3.1 Nuesslein2n+m -- 3.2 Nuessleinn+m -- 4 New Approaches -- 4.1 CJ1n+m -- 4.2 CJ2n+m -- 5 Experimental Results -- 6 Conclusion and Future Work -- A Number of Physical Qubits Required per Gadget -- References -- Quantum Annealers Chain Strengths: A Simple Heuristic to Set Them All -- 1 Introduction. 2 Quantum Annealing and Minor Embedding Methods. |
| Record Nr. | UNINA-9910869163103321 |
Franco Leonardo
|
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| Cham : , : Springer International Publishing AG, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Computational Science - ICCS 2024 : 24th International Conference, Malaga, Spain, July 2-4, 2024, Proceedings, Part III
| Computational Science - ICCS 2024 : 24th International Conference, Malaga, Spain, July 2-4, 2024, Proceedings, Part III |
| Autore | Franco Leonardo |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing AG, , 2024 |
| Descrizione fisica | 1 online resource (0 pages) |
| Altri autori (Persone) |
de MulatierClélia
PaszynskiMaciej KrzhizhanovskayaValeria V DongarraJack J SlootPeter M. A |
| Collana | Lecture Notes in Computer Science Series |
| ISBN | 9783031637599 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910869155503321 |
|
Franco Leonardo
|
||
| Cham : , : Springer International Publishing AG, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Computational Science - ICCS 2024 : 24th International Conference, Malaga, Spain, July 2-4, 2024, Proceedings, Part VII
| Computational Science - ICCS 2024 : 24th International Conference, Malaga, Spain, July 2-4, 2024, Proceedings, Part VII |
| Autore | Franco Leonardo |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing AG, , 2024 |
| Descrizione fisica | 1 online resource (462 pages) |
| Altri autori (Persone) |
de MulatierClélia
PaszynskiMaciej KrzhizhanovskayaValeria V DongarraJack J SlootPeter M. A |
| Collana | Lecture Notes in Computer Science Series |
| ISBN | 9783031637834 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Contents - Part VII -- Simulations of Flow and Transport: Modeling, Algorithms and Computation -- Capillary Behaviors of Miscible Fluids in Porous Media: A Pore-Scale Simulation Study -- 1 Introduction -- 2 Methodology -- 2.1 The Network Structure -- 2.2 Numerical Experiments -- 3 Results and Discussion -- 3.1 The Representative Network Size -- 3.2 Capillary Behaviors of Miscible Fluids -- 4 Conclusions -- References -- Numerical Results and Convergence of Some Inf-Sup Stable Elements for the Stokes Problem with Pressure Dirichlet Boundary Condition -- 1 Introduction -- 2 Stokes Problem, Mini Element and Taylor-Hood Element -- 3 Kernel Coercivity, Inf-Sup Stability, Convergence and Open Problem -- 4 Numerical Results -- References -- Unstructured Flux-Limiter Convective Schemes for Simulation of Transport Phenomena in Two-Phase Flows -- 1 Introduction -- 2 Mathematical Formulation and Numerical Methods -- 2.1 Transport Equations -- 2.2 Numerical Methods -- 3 Numerical Experiments -- 4 Conclusions -- References -- A Backward-Characteristics Monotonicity Preserving Method for Stiff Transport Problems -- 1 Introduction -- 2 Monotone Backward-Characteristics Scheme for the Convective Term -- 3 Petrov-Galerkin Finite Volume Scheme for the Diffusive Term -- 4 Numerical Results -- 4.1 Slotted Cylinder -- 4.2 Viscous Burgers Equations -- 4.3 Transport in the Loukkos River in Northern Morocco -- 5 Conclusions -- References -- A Three-Dimensional Fluid-Structure Interaction Model for Platelet Aggregates Based on Porosity-Dependent Neo-Hookean Material -- 1 Introduction -- 2 Methodology -- 2.1 Computational Fluid Dynamics -- 2.2 Porosity-Dependent Compressible Neo-Hookean Materials -- 2.3 The Fluid-Structure Coupling -- 3 Results -- 3.1 Compressible Neo-Hookean Parametric Study -- 3.2 FSI Simulation -- 4 Discussion.
5 Conclusion -- References -- Modeling of Turbulent Flow over 2D Backward-Facing Step Using Generalized Hydrodynamic Equations -- 1 Introduction -- 1.1 Generalized Boltzmann Transport Equation (GBE) -- 2 Generalized Hydrodynamic Equations as Governing Equations -- 3 Backward-Facing Step Flow Problem -- 3.1 Numerical Simulations Results -- 4 Conclusions -- References -- Simulation of Droplet Dispersion from Coughing with Consideration of Face Mask Motion -- 1 Introduction -- 2 Numerical Approach -- 2.1 Governing Equations for Fluid Flow -- 2.2 Equation of Motion for Droplets -- 3 Measurement of Face Mask Deformation -- 3.1 Measuring Instrument -- 3.2 Measurement Results -- 4 Simulation of Human Model Wearing Mask -- 4.1 Computational Mesh and Conditions -- 4.2 Result of Fluid Flow Simulation -- 4.3 Result of Droplet Motion Simulation -- 5 Applicational Computation -- 5.1 Transplant Calculation for Dynamic Mask -- 5.2 Setting up the Pushing Wheelchair Scenario -- 5.3 Results of the Pushing Wheelchair Scenario -- 6 Conclusion -- References -- Implementation of the QGD Algorithm Using AMR Technology and GPU Parallel Computing -- 1 Introduction -- 2 Mathematical Model -- 3 QGD Implementation in AMReX -- 3.1 Numerical Algorithm Based on QGD in AMReX -- 3.2 Solver Structure -- 4 Problem Statement -- 5 Results and Discussion -- 5.1 OpenFOAM (rhoCentralFoam and QGDFoam) -- 5.2 AmrQGD Features -- 5.3 Solving Performance -- 6 Conclusion -- References -- Smart Systems: Bringing Together Computer Vision, Sensor Networks, and Artificial Intelligence -- Deep Learning Residential Building Segmentation for Evaluation of Suburban Areas Development -- 1 Introduction -- 2 Related Works -- 3 Methods -- 3.1 Deep Learning Model -- 4 Results -- 4.1 SegFormer Tests on Various Data Sets -- 4.2 SegFormer vs. Other Methods -- 5 Conclusions -- References. Analysing Urban Transport Using Synthetic Journeys -- 1 Introduction -- 2 Related Works -- 3 System Overview -- 3.1 JourneyGenerator -- 3.2 JourneyDescriber -- 3.3 JourneyAnalyser -- 3.4 Implementation -- 4 Results -- 4.1 Aggregation of Journey Features into Frequent Routes and Distribution Functions -- 4.2 Analysing Spatial Distribution of the Level of Service Features -- 4.3 Adding Spatial Aspects to Travel Mode Choice Modelling -- 4.4 Data Needs of the System -- 5 Conclusions -- References -- LoRaWAN Infrastructure Design and Implementation for Soil Moisture Monitoring: A Real-World Practical Case -- 1 Introduction -- 2 State of the Art -- 3 Methodology -- 4 Proposed Solution -- 4.1 Analysis and Design of the LoRaWAN Network -- 4.2 Implementation of the LoRaWAN Network -- 4.3 Development of the Web Application -- 5 Tests -- 5.1 Functionality Tests -- 5.2 Usability Tests -- 5.3 Sensor and LoRaWAN Network Test -- 6 Conclusions -- References -- A Framework for Intelligent Generation of Intrusion Detection Rules Based on Grad-CAM -- 1 Introduction -- 2 Related Work -- 2.1 Intrusion Detection System -- 2.2 Intelligent Intrusion Detection Rule Generation -- 3 Methodology -- 3.1 Data Processing -- 3.2 TextCNN Model Training -- 3.3 Grad-Cam Based Analysis -- 3.4 Sensitive Words Aggregation -- 3.5 Regular Expression Design and Rule Formulation -- 4 Experiments Evaluation -- 4.1 Datasets -- 4.2 Experimental Environment and Other Configurations -- 4.3 Evaluation Metrics -- 4.4 Evaluation Results and Discussion -- 5 Conclusion and Future Work -- References -- BotRGA: Neighborhood-Aware Twitter Bot Detection with Relational Graph Aggregation -- 1 Introduction -- 2 Related Work -- 2.1 Graph Neural Network -- 2.2 Twitter Bot Detection -- 3 Methodology -- 3.1 Overview -- 3.2 Feature Encoding -- 3.3 Graph Construction -- 3.4 Relational Graph Aggregation. 3.5 Semantic Fusion Networks -- 3.6 Learning and Optimization -- 4 Experiments -- 4.1 Dataset -- 4.2 Baselines and Experiment Setting -- 4.3 Main Results -- 4.4 Ablation Study -- 4.5 Generalization Study -- 4.6 Representation Learning Study -- 5 Conclusion and Future Work -- References -- SOCXAI: Leveraging CNN and SHAP Analysis for Battery SOC Estimation and Anomaly Detection -- 1 Introduction -- 2 Related Work -- 3 A Glimpse at Times Series -- 4 Convolutional Neural Network-Based Model for Battery SOC Estimation -- 4.1 Dataset -- 4.2 Data Preprocessing -- 4.3 Model Architecture -- 4.4 Explaining Predictions -- 5 Experimental Evaluation -- 5.1 Experimental Protocol -- 5.2 Results -- 6 Conclusion and Perspectives -- References -- Towards Detection of Anomalies in Automated Guided Vehicles Based on Telemetry Data -- 1 Introduction -- 2 Related Works -- 3 Anomaly Detection Based on AGV Telemetry Data -- 3.1 Data in Intralogistics Systems -- 3.2 Overview of the Methodology -- 3.3 Anomalies Caused by Mechanical Problems -- 3.4 Anomalies Caused by Tire and Wheel Damage -- 4 Datasets -- 4.1 Test Drives with Changing Payload Weight -- 4.2 Distorted Natural Navigation Data -- 5 Experimental Validation -- 5.1 Detecting Potential Mechanical Wear or Excessive Friction -- 5.2 Detecting Problems with Wheels -- 6 Discussion and Conclusions -- References -- Analysis of Marker and SLAM-Based Tracking for Advanced Augmented Reality (AR)-Based Flight Simulation -- 1 Introduction -- 2 Related Works -- 3 Materials and Methods -- 3.1 Camera Calibration -- 3.2 Experimental Setup -- 4 Result and Discussion -- 4.1 Quantitative Assessment of Tracking Systems -- 5 Conclusion -- References -- Automated Prediction of Air Pollution Conditions in Environment Monitoring Systems -- 1 Introduction -- 1.1 Motivation and Goal -- 1.2 Literature Review -- 2 The Proposed Solution. 2.1 Proposed Architecture of the Models -- 2.2 A Sample Implementation -- 3 Results -- 3.1 First Scenario: Base Scenario -- 3.2 Second Scenario: Meteorological Data Scenario -- 3.3 Third Scenario: Weather Forecast Improvement Scenario -- 3.4 Fourth Scenario: Spatial Dependencies Improvement Scenario -- 3.5 Comparison -- 3.6 Forecasting Visualization -- 4 Summary and Future Work -- 4.1 Designed Models and Methods -- 4.2 Improvements -- References -- Chaos: Moving Chaos Engineering to IoT Devices -- 1 Introduction -- 1.1 Challenges -- 1.2 Contribution -- 2 Related Work -- 2.1 IoT Faults Taxonomy -- 2.2 Operating Systems for IoT -- 3 Chaos Tool Concept -- 3.1 IoT Faults Modeling -- 3.2 Chaos Tool Design -- 3.3 Data Faults Injection -- 3.4 Hardware Faults Injection -- 3.5 Software Faults Injection -- 4 Use Case and Evaluation -- 4.1 Temperature -- 4.2 Acceleration -- 4.3 Battery Measurement -- 4.4 CPU Usage -- 4.5 Memory Consumption -- 5 Summary -- References -- Enhancing Lifetime Coverage in Wireless Sensor Networks: A Learning Automata Approach -- 1 Introduction -- 2 Theoretical Background -- 2.1 Learning Automata -- 2.2 Related Work -- 3 Automata-Based Approach to the WSN Lifetime Optimization -- 4 Experimental Study -- 5 Conclusion -- References -- Solving Problems with Uncertainties -- A Rational Logit Dynamic for Decision-Making Under Uncertainty: Well-Posedness, Vanishing-Noise Limit, and Numerical Approximation -- 1 Introduction -- 1.1 Research Background -- 1.2 Objectives and Contributions -- 2 Formulation and Analysis -- 2.1 Rational Logit Dynamic -- 2.2 Well-Posedness and Stability -- 2.3 Numerical Discretization -- 3 Application -- 4 Conclusion -- Appendix -- References -- Fragmented Image Classification Using Local and Global Neural Networks: Investigating the Impact of the Quantity of Artificial Objects on Model Performance. 1 Introduction. |
| Record Nr. | UNINA-9910869171203321 |
|
Franco Leonardo
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||
| Cham : , : Springer International Publishing AG, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Computational Science – ICCS 2018 [[electronic resource] ] : 18th International Conference, Wuxi, China, June 11-13, 2018, Proceedings, Part II / / edited by Yong Shi, Haohuan Fu, Yingjie Tian, Valeria V. Krzhizhanovskaya, Michael Harold Lees, Jack Dongarra, Peter M. A. Sloot
| Computational Science – ICCS 2018 [[electronic resource] ] : 18th International Conference, Wuxi, China, June 11-13, 2018, Proceedings, Part II / / edited by Yong Shi, Haohuan Fu, Yingjie Tian, Valeria V. Krzhizhanovskaya, Michael Harold Lees, Jack Dongarra, Peter M. A. Sloot |
| Edizione | [1st ed. 2018.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 |
| Descrizione fisica | 1 online resource (XIX, 884 p. 296 illus.) |
| Disciplina | 004 |
| Collana | Theoretical Computer Science and General Issues |
| Soggetto topico |
Computer science
Computer engineering Computer networks Artificial intelligence Data protection Social sciences—Data processing Logic design Theory of Computation Computer Engineering and Networks Artificial Intelligence Data and Information Security Computer Application in Social and Behavioral Sciences Logic Design |
| ISBN | 3-319-93701-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Track of Advances in High-Performance Computational Earth -- Sciences: Applications and Frameworks Development of scalable three-dimensional elasto-plastic nonlinear wave propagation analysis method for earthquake damage estimation of soft grounds -- A New Matrix-free Approach for Large-scale Geodynamic Simulations and its Performance -- Viscoelastic Crustal Deformation Computation Method with Reduced Random Memory Accesses for GPU-based Computers -- An Event Detection Framework for Virtual Observation System: Anomaly Identification for An Acme Land Simulation -- Enabling Adaptive Mesh Refinement for Single Components of ECHAM6 -- Efficient and accurate evaluation of Bezier tensor product surfaces -- Track of Agent-based simulations, adaptive algorithms and solvers Agent-Based Simulations, Adaptive Algorithms and Solvers -- Hybrid Swarm and Agent-based Evolutionary Optimization -- Data-driven Agent-based Simulation for Pedestrian Capacity Analysis -- A Novel Agent-based Modeling Approach for Image Coding and Lossless Compression Based on the Wolf-Sheep Predation Model -- Planning Optimal Path Networks Using Dynamic Behavioral Modeling -- Multiagent context–dependent model of opinion dynamics in a virtual society -- An algorithm for tensor product approximation of three-dimensional material data for implicit dynamics simulations -- Track of Applications of Matrix Methods in Artificial Intelligence and Machine Learning Applications of Matrix Methods in Artificial Intelligence and Machine Learning -- On Two Kinds of Dataset Decomposition -- A Graph-based Algorithm for Supervised Image Classification -- An Adversarial Training Framework for Relation Classification -- Topic-Based Microblog Polarity Classification Based on Cascaded Model -- An Efficient Deep Learning Model for Recommender Systems -- Standardization of Featureless Variables for Machine Learning Models using Natural Language Processing (NLP) -- Generalized Variable Conversion using K-means Clustering and Web Scraping -- Parallel Latent Dirichlet Allocation on GPUs -- Improving Search through A3C Reinforcement Learning based Conversational Agent -- Track of Architecture, Languages, Compilation and Hardware support for Emerging ManYcore systems Architecture Emulation and Simulation of Future Many-Core Epiphany RISC Array Processors -- Automatic mapping for OpenCL-Programs on CPU/GPU Heterogeneous Platforms -- Track of Biomedical and Bioinformatics Challenges for Computer Science, 11th Workshop on Biomedical and Bioinformatics Challenges for Computer Science: new computational models, algorithms and computer architectures -- Combining Data Mining Techniques to Enhance Cardiac Arrhythmia Detection -- CT medical imaging reconstruction using direct algebraic methods with few projections -- On blood viscosity and its correlation with biological parameters -- Development of Octree-Based High-Quality Mesh Generation Method for Biomedical Simulation -- 1,000x Faster than PLINK: Genome-Wide Epistasis Detection with Logistic Regression Using Combined FPGA and GPU Accelerators -- Track of Computational Finance and Business Intelligence -- Deep Learning and Wavelets for High-Frequency Price Forecasting -- Kernel Extreme Learning Machine for Learning from Label Proportions -- Extreme Market Prediction for Trading Signal with Deep Recurrent Neural Network -- Multi-view Multi-task Support Vector Machine -- Research on Stock Price Forecast Based on News Sentiment Analysis –A Case Study of Alibaba -- Parallel Harris Corner Detection on Heterogeneous Architecture -- A New Method for Structured Learning with Privileged Information -- An Effective Model between Mobile Phone Usage and P2P Default Behavior -- A Novel Data Mining Approach towards Human Resource Performance Appraisal -- Word Similarity Fails in Multiple Sense Word Embedding -- Track of Computational Optimization, Modelling and Simulation A hybrid optimization algorithm for electric motor design -- Dynamic Current Distribution in the Electrodes of Submerged Arc Furnace using Scalar and Vector Potentials -- Optimizing Deep Learning by Hyper Heuristic Approach for Classifying Good Quality Images -- An Agent-based Distributed Approach for Bike Sharing Systems -- A fast vertex-swap operator for the prize-collecting Steiner tree problem -- Solving CSS-Sprite Packing Problem using a Transformation to the Probabilistic Non-Oriented Bin Packing Problem -- Optimization of Resources Selection for Jobs Scheduling in Heterogeneous Distributed Computing Environments -- Explicit Size-Reduction-Oriented Design of a Compact Microstrip Rat-Race Coupler Using Surrogate-Based Optimization Methods -- Stochastic-Expansions-Based MAPOD Analysis of the Spherically-Void-Defect Benchmark Problem -- Accelerating Optical Absorption Spectra and Exciton Energy Computation via Interpolative Separable Density Fitting -- Model-Assisted Probability of Detection for Structural Health Monitoring of Flat Plates -- Track of Data, Modeling, and Computation in IoT and Smart Systems Anomalous Trajectory Detection between Regions of Interest Based on ANPR System -- Dynamic real-time infrastructure planning and deployment for disaster early warning systems -- Calibration and Monitoring of IoT Devices by Means of Embedded Scientific Visualization Tools -- Gated Convolutional LSTM for Speech Commands Recognition -- Enabling machine learning on resource constrained devices by source code generation of the learned models -- Track of Data-Driven Computational Sciences Fast Retrieval of Weather Analogues in a Multi-petabytes Archive using Wavelet-based Fingerprints -- Assimilation of fire perimeters and satellite detections by minimization of the residual in a fire spread model -- Analyzing Complex Models using Data and Statistics -- Research on Technology Foresight Method Based on Intelligent Convergence in Open Network Environment -- Prediction of Blasting Vibration Intensity by Improved PSO-SVR on Apache Spark Cluster -- Bisections-weighted-by-element-size-and-order algorithm to optimize direct solver performance on 3D hp-adaptive grids -- Establishing EDI for a Clinical Trial of a Treatment for Chikungunya -- Deadlock Detection in MPI Programs Using Static Analysis and Symbolic Execution -- Track of Mathematical-Methods-and-Algorithms for Extreme Scale Reproducible Roulette Wheel Sampling for Message Passing Environments -- Speedup of Bicubic Spline Interpolation -- Track of Multiscale Modelling and Simulation Multiscale Modelling and Simulation, 15th International Workshop -- Optimized Eigenvalue Solvers for the Neutron Transport Equation -- Multi-scale homogenization of pre-treatment rapid and slow filtration processes with experimental and computational validations. - The solution of the lambda modes problem using block iterative eigensolvers -- A Versatile Hybrid Agent-Based, Particle and Partial Differential Equations Method to Analyze Vascular Adaptation -- Development of a multiscale simulation approach for forced migration. |
| Record Nr. | UNISA-996465785103316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Computational Science – ICCS 2018 [[electronic resource] ] : 18th International Conference, Wuxi, China, June 11–13, 2018 Proceedings, Part III / / edited by Yong Shi, Haohuan Fu, Yingjie Tian, Valeria V. Krzhizhanovskaya, Michael Harold Lees, Jack Dongarra, Peter M. A. Sloot
| Computational Science – ICCS 2018 [[electronic resource] ] : 18th International Conference, Wuxi, China, June 11–13, 2018 Proceedings, Part III / / edited by Yong Shi, Haohuan Fu, Yingjie Tian, Valeria V. Krzhizhanovskaya, Michael Harold Lees, Jack Dongarra, Peter M. A. Sloot |
| Edizione | [1st ed. 2018.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 |
| Descrizione fisica | 1 online resource (XX, 866 p. 331 illus.) |
| Disciplina | 004 |
| Collana | Theoretical Computer Science and General Issues |
| Soggetto topico |
Computer science
Computer engineering Computer networks Artificial intelligence Data protection Social sciences—Data processing Logic design Theory of Computation Computer Engineering and Networks Artificial Intelligence Data and Information Security Computer Application in Social and Behavioral Sciences Logic Design |
| ISBN | 3-319-93713-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Track of Simulations of Flow and Transport: Modeling, Algorithms and Computation Simulations of Flow and Transport: Modeling, Algorithms and Computation -- ALE Method for a Rotating Structure Immersed in the Fluid and Its Application to the Artificial Heart Pump in Hemodynamics -- Free Surface Flow Simulation of Fish Turning Motion -- Circular Function-Based Gas-kinetic Scheme for Simulation of Viscous Compressible Flows -- A new edge stabilization method for the convection-dominated diffusion-convection equations -- Symmetric Sweeping Algorithms for Intersections of Two Quadrilateral Mesh -- A Two-field Finite Element Solver for Poroelasticity on Quadrilateral Meshes -- Preprocessing parallelization for the ALT-algorithm -- Efficient Linearly and Unconditionally Energy Stable Schemes for the Phase Field Model of Solid-State Dewetting Problems -- A novel energy stable numerical scheme for Navier-Stokes-Cahn-Hilliard two-phase flow model with variable densities and viscosities -- Study on Numerical Methods for Gas Flow Simulation Using Double-Porosity Double-Permeability Model -- Molecular Simulation of Displacement of Methane by Injection Gases in Shale -- A Compact and Efficient Lattice Boltzmann Scheme to Simulate Complex Thermal Fluid Flows -- Study on topology-based identification of sources of vulnerability for natural gas pipeline networks -- LES study on high Reynolds turbulent drag-reducing flow of viscoelastic fluids based on multiple relaxation times constitutive model and mixed subgrid-scale model -- Track of Solving Problems with Uncertainties Statistical and Multivatiate Analysis Applied to a Database of Patients with Type-2 Diabetes -- Novel Monte Carlo Algorithm for Solving Singular Linear Systems -- Reducing Data Uncertainty in Forest Fire Spread Prediction: a Matter of Error Function Assessment -- Analysis of the accuracy of OpenFOAM solvers for the problem of supersonic flow around a cone -- Modification Of Interval Arithmetic For Modelling And Solving Uncertainly Defined Problems By Interval Parametric Integral Equations System -- A Hybrid Heuristic for the Probabilistic Capacitated Vehicle Routing Problem with Two-Dimensional Loading Constraints -- A human-inspired model to represent uncertain knowledge in the Semantic Web -- Bayesian based approach learning for outcome prediction of soccer matches -- Fuzzy and Data-Driven Urban Crowds -- Track of Teaching Computational Science Design and Analysis of an Undergraduate Computational Engineering Degree at Federal University of Juiz de Fora -- Extended Cognition Hypothesis View on Computational Thinking in Computer Science Education -- Interconnected Enterprise Systems - A Call for New Teaching Approaches -- Poster Papers -- Efficient Characterization of Hidden Processor Memory Hierarchies -- Discriminating Postural Control Behaviors from Posturography with Statistical Tests and Machine Learning Models: Does Time Series Length Matter -- Mathematical Modelling of Wormhole-routed x-Folded TM Topology in the Presence of Uniform Traffic -- Adaptive Time-Splitting Scheme for Nanoparticles Transport with Two-phase Flow in Heterogeneous Porous Media -- Identifying Central Individuals in Organised Criminal Groups and Underground Marketplaces -- Guiding the optimization of parallel codes on multicores using an analytical cache model -- LDA-Based Scoring of Sequences Generated by RNN for Automatic Tanka Composition -- Computing Simulation of Interactions between α + β ProteinandJanusNanoparticle -- A modified bandwidth reduction heuristic based on the WBRA and George-Liu algorithm -- Improving Large-scale Fingerprint-based Queries in Distributed Infrastructure -- A Effective Truth Discovery Algorithm with Multi-Source Sparse Data -- Blackboard Meets Dijkstra for Resource Allocation Optimization -- Augmented Self-paced Learning with Generative Adversarial Networks -- Benchmarking Parallel Chess Search in Stockfish on Intel Xeon and Intel Xeon Phi Processors -- Leveraging Uncertainty Analysis of Data to Evaluate User Influence Algorithms of Social Networks -- E-Zone: A faster Neighbor Point Query Algorithm For Matching Spacial Objects -- Application of Algorithmic Differentiation for Exact Jacobians to the Universal Laminar Flame Solver -- Morph Resolution Based on Autoencoders Combined with Effective Context Information -- Old Habits Die Hard: Fingerprinting Websites On The Cloud -- Deep Streaming Graph Representations -- Adversarial Reinforcement Learning for Chinese Text Summarization -- Column Concept Determination for Chinese Web Tables via Convolutional Neural Network -- Service-oriented approach for Internet of Things -- Adversarial Framework for General Image Inpainting -- A Stochastic Model to Simulate the Spread of Leprosy in Juiz de For a -- Data Fault Identification and Repair Method of Traffic Detector -- The valuation of CCIRS with a new design -- Method of Node Importance Measurement in Urban Road Network -- AdaBoost-LSTM Ensemble Learning for Financial Time Series Forecasting -- Analysis of Bluetooth Low Energy Detection Range Improvements for the Healthcare Environment -- Study on an N-parallel FENE-P constitutive model based on multiple relaxation times for viscoelastic fluid -- RADIC based Fault Tolerance System with Dynamic Resource Controller -- Effective Learning with Joint Discriminative and Representative Feature Selection -- Agile tuning method in successive steps for a river flow simulator -- A Parallel Quicksort Algorithm on Manycore Processors in Sunway TaihuLight -- How is the Forged Certificates in the Wild: Practice on Large-scale SSL Usage Measurement and Analysis -- Managing Cloud Data Centers with Three-state Server Model under Job Abandonment Phenomenon -- The Analysis of the Effectiveness of the Perspective-based Observational Tunnels Method by the Example of the Evaluation of Possibilities to Divide the Multidimensional Space of Coal Samples -- Urban data and spatial segregation: analysis of food services clusters in St. Petersburg, Russia -- Control driven lighting design for large-scale installations -- An OpenMP implementation of the TVD-Hopmoc method based on a synchronization mechanism using locks between adjacent threads on Xeon Phi accelerators -- Data-Aware Scheduling of Scientific Workflows in Hybrid Clouds -- Large margin proximal non-parallel support vector classifiers -- The multi-core optimization of the unbalanced calculation in the clean numerical simulation of Rayleigh-Benard turbulence -- ES-GP: An Effective Evolutionary Regression Framework with Gaussian Process and Adaptive Segmentation Strategy -- Evaluating Dynamic Scheduling of Tasks in Mobile Architectures using ParallelME Framework -- An OAuth2.0-Based Unified Authentication System for Secure Services in the Smart Campus Environment -- Time Series Cluster analysis on electricity consumption of North Hebei Province in China -- Effective Semi-supervised Learning Based on Local Correlation -- Detection and Prediction of House Price Bubbles: Evidence from a New City -- A Novel Parsing-based Automatic Domain Terminology Extraction Method -- Remote Procedure Calls for Improved Data Locality with the Epiphany Architecture -- Identifying the propagation sources of stealth worms -- Machine Learning Based Text Mining in Electronic Health Records: Cardiovascular Patient Cases -- Evolutionary ensemble approach for behavioral credit scoring -- Detecting influential users in customer-oriented online communities -- GeoSkelSL: A Python High-Level DSL for Parallel Computing in Geosciences -- Precedent-based approach for the identification of deviant behavior in social media -- Performance Analysis of 2D-compatible 2.5D-PDGEMM on Knights Landing Cluster. |
| Record Nr. | UNISA-996465785303316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Computational Science – ICCS 2018 [[electronic resource] ] : 18th International Conference, Wuxi, China, June 11–13, 2018, Proceedings, Part I / / edited by Yong Shi, Haohuan Fu, Yingjie Tian, Valeria V. Krzhizhanovskaya, Michael Harold Lees, Jack Dongarra, Peter M. A. Sloot
| Computational Science – ICCS 2018 [[electronic resource] ] : 18th International Conference, Wuxi, China, June 11–13, 2018, Proceedings, Part I / / edited by Yong Shi, Haohuan Fu, Yingjie Tian, Valeria V. Krzhizhanovskaya, Michael Harold Lees, Jack Dongarra, Peter M. A. Sloot |
| Edizione | [1st ed. 2018.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 |
| Descrizione fisica | 1 online resource (XXXIV, 730 p. 294 illus.) |
| Disciplina | 511.3 |
| Collana | Theoretical Computer Science and General Issues |
| Soggetto topico |
Computer science
Computer engineering Computer networks Artificial intelligence Data protection Social sciences—Data processing Logic design Theory of Computation Computer Engineering and Networks Artificial Intelligence Data and Information Security Computer Application in Social and Behavioral Sciences Logic Design |
| ISBN | 3-319-93698-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | ICCS Main Track -- Optimizing the Efficiency, Vulnerability and Robustness of Road-based Para-transit Networks using Genetic Algorithm -- On the Configuration of Robust Static Parallel Portfolios for Efficient Plan Generation -- SDF-Net: Real-time Rigid Object Tracking Using a Deep Signed Distance Network -- Insider Threat Detection with Deep Neural Network -- Pheromone Model Based Visualization of Malware Distribution Networks -- Detecting Wildlife in Unmanned Aerial Systems Imagery using Convolutional Neural Networks Trained with an Automated Feedback Loop -- Incentive Mechanism for Cooperative Intrusion Detection: an Evolutionary Game Approach -- Hybrid Genetic Algorithm for an On-Demand First Mile Transit System using Electric Vehicles -- Comprehensive Learning Gene Expression Programming for Automatic Implicit Equation Discovery -- Multi-population Genetic Algorithm for Cardinality Constrained Portfolio Selection Problems -- Recognition and Classification of Rotorcraft by Micro-Doppler Signatures using Deep Learning -- Data Allocation based on Evolutionary Data Popularity Clustering -- Hyper-heuristic Online Learning for Self-assembling Swarm Robots -- An Innovative Heuristic for Planning-based Urban Traffic Control. -Automatic Web News Extraction Based on DS Theory Considering Content Topics -- DomainObserver: A Lightweight Solution for Detecting Malicious Domains Based on Dynamic Time Warping -- You Have More Abbreviations than You Know: A Study of AbbrevSquatting Abuse -- Large Scale Retrieval of Social Network Pages by Interests of Their Followers -- Parallel data-driven modeling of information spread in social networks -- Topology of Thematic Communities in Online Social Networks: A Comparative Study -- Topological street-network characterization through feature-vector and cluster analysis -- A distance-based tool-set to track inconsistent urban structures through complex-networks -- A Conceptual Framework for Social Movements Analytics for National Security -- Retweet Prediction using Social-aware Probabilistic Matrix Factorization -- Cascading Failure Based on Load Redistribution of a Smart Grid with Different Coupling Modes -- Measuring social responsiveness for improved handling of extreme situations -- A Computational Model-Based Framework to Plan Clinical Experiments – an Application to Vascular Adaptation Biology -- Accelerating Data Analysis in Simulation Neuroscience with Big Data Technologies -- Spiral wave drift induced by high-frequency forcing. Parallel simulation in the Luo-Rudy anisotropic model of cardiac tissue -- Understanding Malaria induced red blood cell deformation using data-driven Lattice Boltzmann Simulations -- Towards Model-based Policy Elaboration on City Scale using Game Theory: Application to Ambulance Dispatching -- Elucidation of Mechanism for Reducing Porosity in Electric Arc Spraying through CFD -- nSharma: Numerical Simulation Heterogeneity Aware Runtime Manager for OpenFOAM -- High Performance Computational Hydrodynamic Simulations: UPC Parallel Architecture as a Future Alternative -- Classifying Aircraft Approach Type in the National General Aviation Flight Information Database -- On Parametric Excitation for Exploration of Lava Tubes and Caves -- Global Simulation of Planetary Rings on Sunway TaihuLight -- Parallel Performance Analysis of Bacterial Biofilm Simulation Models -- Parallel Solutions to the k-difference Primer Problem -- RT-DBSCAN: Real-time Parallel Clustering of Spatio-Temporal Data using Spark-Streaming -- GPU-based implementation of Ptycho-ADMM for high performance X-ray imaging -- Elastic CPU Cap Mechanism for Timely Dataflow Applications -- Blockchain-based transaction integrity in distributed big data marketplace -- Workload Characterization and Evolutionary Analyses of Tianhe-1A Supercomputer -- The Design of Fast and Energy-Efficient Linear Solvers: On The potential Of Half Precision Arithmetic And Iterative Refinement Techniques -- Design of Parallel BEM Analyses Framework for SIMD Processors -- An experimental assessment of three point-insertion sequences for 3-D incremental Delaunay tessellations -- Learning Knowledge Graph Embeddings via Generalized Hyperplanes -- Fast Higher-Order Functions for Tensor Calculus with Tensors and Subtensors -- The t-modified self-shrinking generator -- Simulating Negotiation-based Cloud Markets -- Structural Learning of Probabilistic Graphical Models of Cumulative Phenomena -- Sparse Surface Speed Evaluation on a Dynamic Three-Dimensional Surface Using an Iterative Partitioning Scheme -- Accurate, Automatic and Compressed Visualization of Radiated Helmholtz Fields from Boundary Element Solutions. |
| Record Nr. | UNISA-996465784703316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Computational Science – ICCS 2018 : 18th International Conference, Wuxi, China, June 11–13, 2018, Proceedings, Part I / / edited by Yong Shi, Haohuan Fu, Yingjie Tian, Valeria V. Krzhizhanovskaya, Michael Harold Lees, Jack Dongarra, Peter M. A. Sloot
| Computational Science – ICCS 2018 : 18th International Conference, Wuxi, China, June 11–13, 2018, Proceedings, Part I / / edited by Yong Shi, Haohuan Fu, Yingjie Tian, Valeria V. Krzhizhanovskaya, Michael Harold Lees, Jack Dongarra, Peter M. A. Sloot |
| Edizione | [1st ed. 2018.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 |
| Descrizione fisica | 1 online resource (XXXIV, 730 p. 294 illus.) |
| Disciplina | 511.3 |
| Collana | Theoretical Computer Science and General Issues |
| Soggetto topico |
Computer science
Computer engineering Computer networks Artificial intelligence Data protection Social sciences—Data processing Logic design Theory of Computation Computer Engineering and Networks Artificial Intelligence Data and Information Security Computer Application in Social and Behavioral Sciences Logic Design |
| ISBN | 3-319-93698-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | ICCS Main Track -- Optimizing the Efficiency, Vulnerability and Robustness of Road-based Para-transit Networks using Genetic Algorithm -- On the Configuration of Robust Static Parallel Portfolios for Efficient Plan Generation -- SDF-Net: Real-time Rigid Object Tracking Using a Deep Signed Distance Network -- Insider Threat Detection with Deep Neural Network -- Pheromone Model Based Visualization of Malware Distribution Networks -- Detecting Wildlife in Unmanned Aerial Systems Imagery using Convolutional Neural Networks Trained with an Automated Feedback Loop -- Incentive Mechanism for Cooperative Intrusion Detection: an Evolutionary Game Approach -- Hybrid Genetic Algorithm for an On-Demand First Mile Transit System using Electric Vehicles -- Comprehensive Learning Gene Expression Programming for Automatic Implicit Equation Discovery -- Multi-population Genetic Algorithm for Cardinality Constrained Portfolio Selection Problems -- Recognition and Classification of Rotorcraft by Micro-Doppler Signatures using Deep Learning -- Data Allocation based on Evolutionary Data Popularity Clustering -- Hyper-heuristic Online Learning for Self-assembling Swarm Robots -- An Innovative Heuristic for Planning-based Urban Traffic Control. -Automatic Web News Extraction Based on DS Theory Considering Content Topics -- DomainObserver: A Lightweight Solution for Detecting Malicious Domains Based on Dynamic Time Warping -- You Have More Abbreviations than You Know: A Study of AbbrevSquatting Abuse -- Large Scale Retrieval of Social Network Pages by Interests of Their Followers -- Parallel data-driven modeling of information spread in social networks -- Topology of Thematic Communities in Online Social Networks: A Comparative Study -- Topological street-network characterization through feature-vector and cluster analysis -- A distance-based tool-set to track inconsistent urban structures through complex-networks -- A Conceptual Framework for Social Movements Analytics for National Security -- Retweet Prediction using Social-aware Probabilistic Matrix Factorization -- Cascading Failure Based on Load Redistribution of a Smart Grid with Different Coupling Modes -- Measuring social responsiveness for improved handling of extreme situations -- A Computational Model-Based Framework to Plan Clinical Experiments – an Application to Vascular Adaptation Biology -- Accelerating Data Analysis in Simulation Neuroscience with Big Data Technologies -- Spiral wave drift induced by high-frequency forcing. Parallel simulation in the Luo-Rudy anisotropic model of cardiac tissue -- Understanding Malaria induced red blood cell deformation using data-driven Lattice Boltzmann Simulations -- Towards Model-based Policy Elaboration on City Scale using Game Theory: Application to Ambulance Dispatching -- Elucidation of Mechanism for Reducing Porosity in Electric Arc Spraying through CFD -- nSharma: Numerical Simulation Heterogeneity Aware Runtime Manager for OpenFOAM -- High Performance Computational Hydrodynamic Simulations: UPC Parallel Architecture as a Future Alternative -- Classifying Aircraft Approach Type in the National General Aviation Flight Information Database -- On Parametric Excitation for Exploration of Lava Tubes and Caves -- Global Simulation of Planetary Rings on Sunway TaihuLight -- Parallel Performance Analysis of Bacterial Biofilm Simulation Models -- Parallel Solutions to the k-difference Primer Problem -- RT-DBSCAN: Real-time Parallel Clustering of Spatio-Temporal Data using Spark-Streaming -- GPU-based implementation of Ptycho-ADMM for high performance X-ray imaging -- Elastic CPU Cap Mechanism for Timely Dataflow Applications -- Blockchain-based transaction integrity in distributed big data marketplace -- Workload Characterization and Evolutionary Analyses of Tianhe-1A Supercomputer -- The Design of Fast and Energy-Efficient Linear Solvers: On The potential Of Half Precision Arithmetic And Iterative Refinement Techniques -- Design of Parallel BEM Analyses Framework for SIMD Processors -- An experimental assessment of three point-insertion sequences for 3-D incremental Delaunay tessellations -- Learning Knowledge Graph Embeddings via Generalized Hyperplanes -- Fast Higher-Order Functions for Tensor Calculus with Tensors and Subtensors -- The t-modified self-shrinking generator -- Simulating Negotiation-based Cloud Markets -- Structural Learning of Probabilistic Graphical Models of Cumulative Phenomena -- Sparse Surface Speed Evaluation on a Dynamic Three-Dimensional Surface Using an Iterative Partitioning Scheme -- Accurate, Automatic and Compressed Visualization of Radiated Helmholtz Fields from Boundary Element Solutions. |
| Record Nr. | UNINA-9910349433703321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Computational Science – ICCS 2018 : 18th International Conference, Wuxi, China, June 11–13, 2018 Proceedings, Part III / / edited by Yong Shi, Haohuan Fu, Yingjie Tian, Valeria V. Krzhizhanovskaya, Michael Harold Lees, Jack Dongarra, Peter M. A. Sloot
| Computational Science – ICCS 2018 : 18th International Conference, Wuxi, China, June 11–13, 2018 Proceedings, Part III / / edited by Yong Shi, Haohuan Fu, Yingjie Tian, Valeria V. Krzhizhanovskaya, Michael Harold Lees, Jack Dongarra, Peter M. A. Sloot |
| Edizione | [1st ed. 2018.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 |
| Descrizione fisica | 1 online resource (XX, 866 p. 331 illus.) |
| Disciplina | 004 |
| Collana | Theoretical Computer Science and General Issues |
| Soggetto topico |
Computer science
Computer engineering Computer networks Artificial intelligence Data protection Social sciences—Data processing Logic design Theory of Computation Computer Engineering and Networks Artificial Intelligence Data and Information Security Computer Application in Social and Behavioral Sciences Logic Design |
| ISBN | 3-319-93713-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Track of Simulations of Flow and Transport: Modeling, Algorithms and Computation Simulations of Flow and Transport: Modeling, Algorithms and Computation -- ALE Method for a Rotating Structure Immersed in the Fluid and Its Application to the Artificial Heart Pump in Hemodynamics -- Free Surface Flow Simulation of Fish Turning Motion -- Circular Function-Based Gas-kinetic Scheme for Simulation of Viscous Compressible Flows -- A new edge stabilization method for the convection-dominated diffusion-convection equations -- Symmetric Sweeping Algorithms for Intersections of Two Quadrilateral Mesh -- A Two-field Finite Element Solver for Poroelasticity on Quadrilateral Meshes -- Preprocessing parallelization for the ALT-algorithm -- Efficient Linearly and Unconditionally Energy Stable Schemes for the Phase Field Model of Solid-State Dewetting Problems -- A novel energy stable numerical scheme for Navier-Stokes-Cahn-Hilliard two-phase flow model with variable densities and viscosities -- Study on Numerical Methods for Gas Flow Simulation Using Double-Porosity Double-Permeability Model -- Molecular Simulation of Displacement of Methane by Injection Gases in Shale -- A Compact and Efficient Lattice Boltzmann Scheme to Simulate Complex Thermal Fluid Flows -- Study on topology-based identification of sources of vulnerability for natural gas pipeline networks -- LES study on high Reynolds turbulent drag-reducing flow of viscoelastic fluids based on multiple relaxation times constitutive model and mixed subgrid-scale model -- Track of Solving Problems with Uncertainties Statistical and Multivatiate Analysis Applied to a Database of Patients with Type-2 Diabetes -- Novel Monte Carlo Algorithm for Solving Singular Linear Systems -- Reducing Data Uncertainty in Forest Fire Spread Prediction: a Matter of Error Function Assessment -- Analysis of the accuracy of OpenFOAM solvers for the problem of supersonic flow around a cone -- Modification Of Interval Arithmetic For Modelling And Solving Uncertainly Defined Problems By Interval Parametric Integral Equations System -- A Hybrid Heuristic for the Probabilistic Capacitated Vehicle Routing Problem with Two-Dimensional Loading Constraints -- A human-inspired model to represent uncertain knowledge in the Semantic Web -- Bayesian based approach learning for outcome prediction of soccer matches -- Fuzzy and Data-Driven Urban Crowds -- Track of Teaching Computational Science Design and Analysis of an Undergraduate Computational Engineering Degree at Federal University of Juiz de Fora -- Extended Cognition Hypothesis View on Computational Thinking in Computer Science Education -- Interconnected Enterprise Systems - A Call for New Teaching Approaches -- Poster Papers -- Efficient Characterization of Hidden Processor Memory Hierarchies -- Discriminating Postural Control Behaviors from Posturography with Statistical Tests and Machine Learning Models: Does Time Series Length Matter -- Mathematical Modelling of Wormhole-routed x-Folded TM Topology in the Presence of Uniform Traffic -- Adaptive Time-Splitting Scheme for Nanoparticles Transport with Two-phase Flow in Heterogeneous Porous Media -- Identifying Central Individuals in Organised Criminal Groups and Underground Marketplaces -- Guiding the optimization of parallel codes on multicores using an analytical cache model -- LDA-Based Scoring of Sequences Generated by RNN for Automatic Tanka Composition -- Computing Simulation of Interactions between α + β ProteinandJanusNanoparticle -- A modified bandwidth reduction heuristic based on the WBRA and George-Liu algorithm -- Improving Large-scale Fingerprint-based Queries in Distributed Infrastructure -- A Effective Truth Discovery Algorithm with Multi-Source Sparse Data -- Blackboard Meets Dijkstra for Resource Allocation Optimization -- Augmented Self-paced Learning with Generative Adversarial Networks -- Benchmarking Parallel Chess Search in Stockfish on Intel Xeon and Intel Xeon Phi Processors -- Leveraging Uncertainty Analysis of Data to Evaluate User Influence Algorithms of Social Networks -- E-Zone: A faster Neighbor Point Query Algorithm For Matching Spacial Objects -- Application of Algorithmic Differentiation for Exact Jacobians to the Universal Laminar Flame Solver -- Morph Resolution Based on Autoencoders Combined with Effective Context Information -- Old Habits Die Hard: Fingerprinting Websites On The Cloud -- Deep Streaming Graph Representations -- Adversarial Reinforcement Learning for Chinese Text Summarization -- Column Concept Determination for Chinese Web Tables via Convolutional Neural Network -- Service-oriented approach for Internet of Things -- Adversarial Framework for General Image Inpainting -- A Stochastic Model to Simulate the Spread of Leprosy in Juiz de For a -- Data Fault Identification and Repair Method of Traffic Detector -- The valuation of CCIRS with a new design -- Method of Node Importance Measurement in Urban Road Network -- AdaBoost-LSTM Ensemble Learning for Financial Time Series Forecasting -- Analysis of Bluetooth Low Energy Detection Range Improvements for the Healthcare Environment -- Study on an N-parallel FENE-P constitutive model based on multiple relaxation times for viscoelastic fluid -- RADIC based Fault Tolerance System with Dynamic Resource Controller -- Effective Learning with Joint Discriminative and Representative Feature Selection -- Agile tuning method in successive steps for a river flow simulator -- A Parallel Quicksort Algorithm on Manycore Processors in Sunway TaihuLight -- How is the Forged Certificates in the Wild: Practice on Large-scale SSL Usage Measurement and Analysis -- Managing Cloud Data Centers with Three-state Server Model under Job Abandonment Phenomenon -- The Analysis of the Effectiveness of the Perspective-based Observational Tunnels Method by the Example of the Evaluation of Possibilities to Divide the Multidimensional Space of Coal Samples -- Urban data and spatial segregation: analysis of food services clusters in St. Petersburg, Russia -- Control driven lighting design for large-scale installations -- An OpenMP implementation of the TVD-Hopmoc method based on a synchronization mechanism using locks between adjacent threads on Xeon Phi accelerators -- Data-Aware Scheduling of Scientific Workflows in Hybrid Clouds -- Large margin proximal non-parallel support vector classifiers -- The multi-core optimization of the unbalanced calculation in the clean numerical simulation of Rayleigh-Benard turbulence -- ES-GP: An Effective Evolutionary Regression Framework with Gaussian Process and Adaptive Segmentation Strategy -- Evaluating Dynamic Scheduling of Tasks in Mobile Architectures using ParallelME Framework -- An OAuth2.0-Based Unified Authentication System for Secure Services in the Smart Campus Environment -- Time Series Cluster analysis on electricity consumption of North Hebei Province in China -- Effective Semi-supervised Learning Based on Local Correlation -- Detection and Prediction of House Price Bubbles: Evidence from a New City -- A Novel Parsing-based Automatic Domain Terminology Extraction Method -- Remote Procedure Calls for Improved Data Locality with the Epiphany Architecture -- Identifying the propagation sources of stealth worms -- Machine Learning Based Text Mining in Electronic Health Records: Cardiovascular Patient Cases -- Evolutionary ensemble approach for behavioral credit scoring -- Detecting influential users in customer-oriented online communities -- GeoSkelSL: A Python High-Level DSL for Parallel Computing in Geosciences -- Precedent-based approach for the identification of deviant behavior in social media -- Performance Analysis of 2D-compatible 2.5D-PDGEMM on Knights Landing Cluster. |
| Record Nr. | UNINA-9910349433503321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Computational Science – ICCS 2018 : 18th International Conference, Wuxi, China, June 11-13, 2018, Proceedings, Part II / / edited by Yong Shi, Haohuan Fu, Yingjie Tian, Valeria V. Krzhizhanovskaya, Michael Harold Lees, Jack Dongarra, Peter M. A. Sloot
| Computational Science – ICCS 2018 : 18th International Conference, Wuxi, China, June 11-13, 2018, Proceedings, Part II / / edited by Yong Shi, Haohuan Fu, Yingjie Tian, Valeria V. Krzhizhanovskaya, Michael Harold Lees, Jack Dongarra, Peter M. A. Sloot |
| Edizione | [1st ed. 2018.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 |
| Descrizione fisica | 1 online resource (XIX, 884 p. 296 illus.) |
| Disciplina | 004 |
| Collana | Theoretical Computer Science and General Issues |
| Soggetto topico |
Computer science
Computer engineering Computer networks Artificial intelligence Data protection Social sciences—Data processing Logic design Theory of Computation Computer Engineering and Networks Artificial Intelligence Data and Information Security Computer Application in Social and Behavioral Sciences Logic Design |
| ISBN | 3-319-93701-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Track of Advances in High-Performance Computational Earth -- Sciences: Applications and Frameworks Development of scalable three-dimensional elasto-plastic nonlinear wave propagation analysis method for earthquake damage estimation of soft grounds -- A New Matrix-free Approach for Large-scale Geodynamic Simulations and its Performance -- Viscoelastic Crustal Deformation Computation Method with Reduced Random Memory Accesses for GPU-based Computers -- An Event Detection Framework for Virtual Observation System: Anomaly Identification for An Acme Land Simulation -- Enabling Adaptive Mesh Refinement for Single Components of ECHAM6 -- Efficient and accurate evaluation of Bezier tensor product surfaces -- Track of Agent-based simulations, adaptive algorithms and solvers Agent-Based Simulations, Adaptive Algorithms and Solvers -- Hybrid Swarm and Agent-based Evolutionary Optimization -- Data-driven Agent-based Simulation for Pedestrian Capacity Analysis -- A Novel Agent-based Modeling Approach for Image Coding and Lossless Compression Based on the Wolf-Sheep Predation Model -- Planning Optimal Path Networks Using Dynamic Behavioral Modeling -- Multiagent context–dependent model of opinion dynamics in a virtual society -- An algorithm for tensor product approximation of three-dimensional material data for implicit dynamics simulations -- Track of Applications of Matrix Methods in Artificial Intelligence and Machine Learning Applications of Matrix Methods in Artificial Intelligence and Machine Learning -- On Two Kinds of Dataset Decomposition -- A Graph-based Algorithm for Supervised Image Classification -- An Adversarial Training Framework for Relation Classification -- Topic-Based Microblog Polarity Classification Based on Cascaded Model -- An Efficient Deep Learning Model for Recommender Systems -- Standardization of Featureless Variables for Machine Learning Models using Natural Language Processing (NLP) -- Generalized Variable Conversion using K-means Clustering and Web Scraping -- Parallel Latent Dirichlet Allocation on GPUs -- Improving Search through A3C Reinforcement Learning based Conversational Agent -- Track of Architecture, Languages, Compilation and Hardware support for Emerging ManYcore systems Architecture Emulation and Simulation of Future Many-Core Epiphany RISC Array Processors -- Automatic mapping for OpenCL-Programs on CPU/GPU Heterogeneous Platforms -- Track of Biomedical and Bioinformatics Challenges for Computer Science, 11th Workshop on Biomedical and Bioinformatics Challenges for Computer Science: new computational models, algorithms and computer architectures -- Combining Data Mining Techniques to Enhance Cardiac Arrhythmia Detection -- CT medical imaging reconstruction using direct algebraic methods with few projections -- On blood viscosity and its correlation with biological parameters -- Development of Octree-Based High-Quality Mesh Generation Method for Biomedical Simulation -- 1,000x Faster than PLINK: Genome-Wide Epistasis Detection with Logistic Regression Using Combined FPGA and GPU Accelerators -- Track of Computational Finance and Business Intelligence -- Deep Learning and Wavelets for High-Frequency Price Forecasting -- Kernel Extreme Learning Machine for Learning from Label Proportions -- Extreme Market Prediction for Trading Signal with Deep Recurrent Neural Network -- Multi-view Multi-task Support Vector Machine -- Research on Stock Price Forecast Based on News Sentiment Analysis –A Case Study of Alibaba -- Parallel Harris Corner Detection on Heterogeneous Architecture -- A New Method for Structured Learning with Privileged Information -- An Effective Model between Mobile Phone Usage and P2P Default Behavior -- A Novel Data Mining Approach towards Human Resource Performance Appraisal -- Word Similarity Fails in Multiple Sense Word Embedding -- Track of Computational Optimization, Modelling and Simulation A hybrid optimization algorithm for electric motor design -- Dynamic Current Distribution in the Electrodes of Submerged Arc Furnace using Scalar and Vector Potentials -- Optimizing Deep Learning by Hyper Heuristic Approach for Classifying Good Quality Images -- An Agent-based Distributed Approach for Bike Sharing Systems -- A fast vertex-swap operator for the prize-collecting Steiner tree problem -- Solving CSS-Sprite Packing Problem using a Transformation to the Probabilistic Non-Oriented Bin Packing Problem -- Optimization of Resources Selection for Jobs Scheduling in Heterogeneous Distributed Computing Environments -- Explicit Size-Reduction-Oriented Design of a Compact Microstrip Rat-Race Coupler Using Surrogate-Based Optimization Methods -- Stochastic-Expansions-Based MAPOD Analysis of the Spherically-Void-Defect Benchmark Problem -- Accelerating Optical Absorption Spectra and Exciton Energy Computation via Interpolative Separable Density Fitting -- Model-Assisted Probability of Detection for Structural Health Monitoring of Flat Plates -- Track of Data, Modeling, and Computation in IoT and Smart Systems Anomalous Trajectory Detection between Regions of Interest Based on ANPR System -- Dynamic real-time infrastructure planning and deployment for disaster early warning systems -- Calibration and Monitoring of IoT Devices by Means of Embedded Scientific Visualization Tools -- Gated Convolutional LSTM for Speech Commands Recognition -- Enabling machine learning on resource constrained devices by source code generation of the learned models -- Track of Data-Driven Computational Sciences Fast Retrieval of Weather Analogues in a Multi-petabytes Archive using Wavelet-based Fingerprints -- Assimilation of fire perimeters and satellite detections by minimization of the residual in a fire spread model -- Analyzing Complex Models using Data and Statistics -- Research on Technology Foresight Method Based on Intelligent Convergence in Open Network Environment -- Prediction of Blasting Vibration Intensity by Improved PSO-SVR on Apache Spark Cluster -- Bisections-weighted-by-element-size-and-order algorithm to optimize direct solver performance on 3D hp-adaptive grids -- Establishing EDI for a Clinical Trial of a Treatment for Chikungunya -- Deadlock Detection in MPI Programs Using Static Analysis and Symbolic Execution -- Track of Mathematical-Methods-and-Algorithms for Extreme Scale Reproducible Roulette Wheel Sampling for Message Passing Environments -- Speedup of Bicubic Spline Interpolation -- Track of Multiscale Modelling and Simulation Multiscale Modelling and Simulation, 15th International Workshop -- Optimized Eigenvalue Solvers for the Neutron Transport Equation -- Multi-scale homogenization of pre-treatment rapid and slow filtration processes with experimental and computational validations. - The solution of the lambda modes problem using block iterative eigensolvers -- A Versatile Hybrid Agent-Based, Particle and Partial Differential Equations Method to Analyze Vascular Adaptation -- Development of a multiscale simulation approach for forced migration. |
| Record Nr. | UNINA-9910349433603321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Computational Science – ICCS 2020 [[electronic resource] ] : 20th International Conference, Amsterdam, The Netherlands, June 3–5, 2020, Proceedings, Part II / / edited by Valeria V. Krzhizhanovskaya, Gábor Závodszky, Michael H. Lees, Jack J. Dongarra, Peter M. A. Sloot, Sérgio Brissos, João Teixeira
| Computational Science – ICCS 2020 [[electronic resource] ] : 20th International Conference, Amsterdam, The Netherlands, June 3–5, 2020, Proceedings, Part II / / edited by Valeria V. Krzhizhanovskaya, Gábor Závodszky, Michael H. Lees, Jack J. Dongarra, Peter M. A. Sloot, Sérgio Brissos, João Teixeira |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 |
| Descrizione fisica | 1 online resource (xix, 697 pages) |
| Disciplina | 004 |
| Collana | Theoretical Computer Science and General Issues |
| Soggetto topico |
Computer science
Computer engineering Computer networks Artificial intelligence Computer science—Mathematics Database management Theory of Computation Computer Engineering and Networks Artificial Intelligence Mathematics of Computing Database Management System |
| ISBN | 3-030-50417-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | ICCS Main Track -- Modified binary tree in the fast PIES for 2D problems with complex shapes -- Generating Random Floating-Point Numbers by Dividing Integers: a Case Study -- An effective stable numerical method for integrating highly oscillating functions with a linear phase -- Fitting Penalized Logistic Regression Models using QR Factorization -- Uncertainty Quantification in Fractional Stochastic Integro-Differential Equations using Legendre Wavelet Collocation Method -- A Direct High-order Curvilinear Triangular Mesh Generation Method Using an Advancing Front Technique -- Data-driven partial differential equations discovery approach for the noised multi-dimensional data -- Preconditioning Jacobian Systems by Superimposing Diagonal Blocks -- NURBS curves in parametric integral equations system for modeling and solving boundary value problems in elasticity -- Parameterizations and Lagrange Cubics for Fitting Multidimensional Data -- Loop Aggregation for Approximate Scientific Computing -- Numerical Computation for a Flow Caused by a High-speed Traveling Train and a Stationary Overpass -- Bezier surfaces for modeling inclusions in PIES -- Impact of water on methane adsorption in nanopores: A hybrid GCMC-MD simulation study -- A stable discontinuous Galerkin based isogeometric residual minimization for the Stokes problem -- Numerical Modeling of the Two-Phase Flow of Water with Ice in the Tom River -- Remarks on Kaczmarz algorithm for solving consistent and inconsistent system of linear equations -- Investigating the Benefit of FP16-enabled Mixed-precision Solvers for Symmetric Positive Definite Matrices using GPUs -- Simulation versus ordered fuzzy numbers driven approach to multi depot vehicle cyclic routing and scheduling problem -- Epigenetic modification of genetic algorithm -- ITP-KNN: Encrypted Video Flow Identification Based on the Intermittent Traffic Pattern of Video and K-Nearest Neighbors Classification -- DeepAD-a Joint Embedding Approach for Anomaly Detection on Attributed Networks -- SciNER: Extracting Named Entities From Scientific Literature -- GPU-embedding of kNN-graph representing large and high-dimensional data -- Evolving Long Short-Term Memory Networks -- Personality Recognition from Source Code Based on Lexical, Syntactic and Semantic Features -- Data fitting by exponential sums with equal weights -- A Combination of Moment Descriptors, Fourier Transform and Matching Measures for Action Recognition Based on Shape -- Improving accuracy and speeding up Document Image Classification through parallel systems -- Computation of the airborne contaminant transport in urban area by the artificial neural network -- Exploring Musical Structure using Tonnetz Lattice Geometry and LSTMs -- Modeling of Anti-tracking Network based on Convex-polytope Topology -- A Workload Division Differential Privacy Algorithm to Improve the Accuracy for Linear Computations -- On the Automated Assessment of Open-Source Cyber Threat Intelligence Sources -- Malicious Domain Detection Based on K-means and SMOTE -- Microservice Disaster Crash Recovery: A Weak Global Referential Integrity Management -- Hashing Based Prediction for Large-Scale Kernel Machine -- Picking Peaches or Squeezing Lemons: Selecting Crowdsourcing Workers for Reducing Cost of Redundancy -- Are n-gram Categories Helpful in Text Classification? -- Calculating Reactive Power Compensation for Large-scale Street Lighting -- Developing a Decision Support App for Computational Agriculture -- Optimal Location of Sensors for Early Detection of Tsunami Waves -- A Novel Formulation for Inverse Distance Weighting from Weighted Linear Regression -- Addressing the Robustness of Resource Allocation in the Presence of Application and System Irregularities via PEPA Based Modeling -- An Adaptive Computational Network Model for Strange Loops in Political Evolution in Society -- Joint Entity Linking for Web Tables with Hybrid Semantic Matching -- A new coefficient of rankings similarity in decision-making problems -- Innovativeness Analysis of Scholarly Publications by Age Prediction using Ordinal Regression -- Advantage of Using Spherical over Cartesian Coordinates in the Chromosome Territories 3D Modeling -- Adaptive and Efficient Transfer for Online Remote Visualization of Critical Weather Applications. |
| Record Nr. | UNISA-996418300803316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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