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4G: Deployment Strategies and Operational Implications : Managing Critical Decisions in Deployment of 4G/LTE Networks and their Effects on Network Operations and Business / / by Trichy Venkataraman Krishnamurthy, Rajaneesh Shetty
| 4G: Deployment Strategies and Operational Implications : Managing Critical Decisions in Deployment of 4G/LTE Networks and their Effects on Network Operations and Business / / by Trichy Venkataraman Krishnamurthy, Rajaneesh Shetty |
| Autore | Venkataraman Krishnamurthy Trichy |
| Edizione | [1st ed. 2014.] |
| Pubbl/distr/stampa | Berkeley, CA : , : Apress : , : Imprint : Apress, , 2014 |
| Descrizione fisica | 1 online resource (177 p.) |
| Disciplina | 621.38456 |
| Collana | Expert's Voice In Networking |
| Soggetto topico |
Computer networks
Computer organization Computer Communication Networks Computer Systems Organization and Communication Networks |
| ISBN |
9781430263265
1430263261 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Contents at a Glance; Contents; About the Authors; Introduction; Chapter 1: Network Planning; Dimensioning Phase; Configuration for the Site; User and Traffic Volume Estimation; Coverage and Capacity Estimation; Interface Requirement; Budget Information; Planning and Implementation Phase; Optimization Phase; Coverage Planning; Improving Coverage for a Given Service Area; Capacity Planning; Improve Capacity for a Particular Service Area; Radio Link Budget for LTE; Transmission Power; Antenna Gains; Diversity Gain; Cable and Connector Losses; Propagation Loss; LTE Band; Bandwidth Options
TDD vs. FDDMIMO; Transmit Diversity Mode; Closed Loop Spatial Multiplexing; Open Loop Spatial Multiplexing; Beamforming; UE Capabilities; Cell Sizes: Femto vs. Micro vs. Macro; LTE Performance Testing; Key Performance Indicator Verification; Accessibility of KPI Testing; Retainability of KPI Testing; Integrity of KPI Testing; Availability of KPI Testing; Mobility of KPI Testing; Traffic Model Testing; Dense Urban Model; Urban Small Office Model; Urban Residential Area Model; Highway Model; Rural Large Cell Model; Overload and Capacity Testing; Control Plane Overload and Capacity Testing User Plane Overload and Capacity TestingLong Duration Testing; Summary; Chapter 2: Self-Organizing Networks in LTE Deployment; Introduction to Self-organizing Networks; SON Architecture; Centralized SON; Distributed SON; Hybrid SON; Planning and Provisioning Phase; Commissioning and Operation Phase; Optimization Phase; SON Features; Self-planning Features; Self-optimization Features; Self-healing Features; Automatic e-NodeB Setup; PCID Allocation; Automatic PCID Assignment; Background; Common Ground; PCID Collision; PCID Confusion; Automatic Neighbor Relation Commissioned Neighbor Cell ConfigurationsAutomatic Neighbor Relation Updates; Neighbor Cell Detection; X2 Configuration Discovery of the Neighboring Site; X2 Connection Setup with Neighbor Cell Configuration Updates; Neighbor Relation Optimization; SON and Self-Optimization Motivation of Intercell Interference Coordination; Principle of ICIC and Frequency Reuse; RACH Optimization; Need for RACH Optimization; Prach-ConfigIndex; Mobility Robustness Optimization; Late Handovers; Early Handovers; Handover to Wrong Cell; Load Balancing; SON and Self-healing; Cell Outage Detection Cell Outage CompensationBenefit of Cell Outage Compensation; Summary; Chapter 3: Deployment Challenges in Evolving 4G; Technology-Related Challenges; Interference Issues; Spectrum Harmonization; Voice Over LTE Implementation; Multivendor Interoperability; Issues Related to Backhaul; Environment Issues; UE Maturity; Feature Availability; Standardization Delays; Patent Costs; Business Challenges; Investment Issues; Average Revenue per User and Return on Investment Periods; The Changing Marketplace; A Survey of LTE Deployments Around the World; South Korea; Japan; Australia; United States Traffic Profiles and Other Evolution Challenges |
| Record Nr. | UNINA-9910300461403321 |
Venkataraman Krishnamurthy Trichy
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| Berkeley, CA : , : Apress : , : Imprint : Apress, , 2014 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Accelerator Programming Using Directives [[electronic resource] ] : 6th International Workshop, WACCPD 2019, Denver, CO, USA, November 18, 2019, Revised Selected Papers / / edited by Sandra Wienke, Sridutt Bhalachandra
| Accelerator Programming Using Directives [[electronic resource] ] : 6th International Workshop, WACCPD 2019, Denver, CO, USA, November 18, 2019, Revised Selected Papers / / edited by Sandra Wienke, Sridutt Bhalachandra |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 |
| Descrizione fisica | 1 online resource (170 pages) |
| Disciplina | 005.1 |
| Collana | Programming and Software Engineering |
| Soggetto topico |
Programming languages (Electronic computers)
Computer organization Microprogramming Input-output equipment (Computers) Logic design Programming Languages, Compilers, Interpreters Computer Systems Organization and Communication Networks Control Structures and Microprogramming Input/Output and Data Communications Logic Design |
| ISBN | 3-030-49943-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNISA-996418304403316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Accelerator Programming Using Directives [[electronic resource] ] : 5th International Workshop, WACCPD 2018, Dallas, TX, USA, November 11-17, 2018, Proceedings / / edited by Sunita Chandrasekaran, Guido Juckeland, Sandra Wienke
| Accelerator Programming Using Directives [[electronic resource] ] : 5th International Workshop, WACCPD 2018, Dallas, TX, USA, November 11-17, 2018, Proceedings / / edited by Sunita Chandrasekaran, Guido Juckeland, Sandra Wienke |
| Edizione | [1st ed. 2019.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 |
| Descrizione fisica | 1 online resource (IX, 137 p. 61 illus., 43 illus. in color.) |
| Disciplina | 001.642 |
| Collana | Programming and Software Engineering |
| Soggetto topico |
Programming languages (Electronic computers)
Logic design Input-output equipment (Computers) Microprogramming Computer organization Programming Languages, Compilers, Interpreters Logic Design Input/Output and Data Communications Control Structures and Microprogramming Computer Systems Organization and Communication Networks |
| ISBN | 3-030-12274-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNISA-996466464703316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Accelerator Programming Using Directives [[electronic resource] ] : 4th International Workshop, WACCPD 2017, Held in Conjunction with the International Conference for High Performance Computing, Networking, Storage and Analysis, SC 2017, Denver, CO, USA, November 13, 2017, Proceedings / / edited by Sunita Chandrasekaran, Guido Juckeland
| Accelerator Programming Using Directives [[electronic resource] ] : 4th International Workshop, WACCPD 2017, Held in Conjunction with the International Conference for High Performance Computing, Networking, Storage and Analysis, SC 2017, Denver, CO, USA, November 13, 2017, Proceedings / / edited by Sunita Chandrasekaran, Guido Juckeland |
| Edizione | [1st ed. 2018.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 |
| Descrizione fisica | 1 online resource (IX, 183 p. 59 illus.) |
| Disciplina | 004.3 |
| Collana | Programming and Software Engineering |
| Soggetto topico |
Programming languages (Electronic computers)
Logic design Operating systems (Computers) Computer programming Computer organization Computers Programming Languages, Compilers, Interpreters Logic Design Operating Systems Programming Techniques Computer Systems Organization and Communication Networks Models and Principles |
| ISBN | 3-319-74896-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Contents -- Applications -- An Example of Porting PETSc Applications to Heterogeneous Platforms with OpenACC -- Abstract -- 1 Introduction -- 2 Workflow and System Description -- 2.1 Workflow -- 2.2 System -- 3 Results and Discussion -- 3.1 Profiling with Score-P -- 3.2 The Most Expensive Kernel: MatMult_SeqAIJ -- 3.3 Four Steps Toward the Final Version of OpenACC Kernel -- 4 Speedups and Strong Scaling -- 5 Conclusion -- Acknowledgement -- References -- Hybrid Fortran: High Productivity GPU Porting Framework Applied to Japanese Weather Prediction Model -- 1 Introduction -- 1.1 ASUCA on GPU -- 1.2 Parallelization Granularity -- 1.3 Memory Layout -- 1.4 Related Work -- 1.5 Problem Summary -- 2 Hybrid Fortran Language Extension and Code Transformation -- 2.1 Parallel Loop Abstraction -- 2.2 Compile-Time Defined Memory Layout and Device Data Region -- 2.3 Transformed Code -- 3 Code Transformation Method -- 4 Productivity- and Performance Results -- 5 Conclusion and Future Work -- References -- Implicit Low-Order Unstructured Finite-Element Multiple Simulation Enhanced by Dense Computation Using OpenACC -- 1 Introduction -- 2 Finite-Element Earthquake Simulation Designed for the K Computer -- 3 Proposed Solver for GPUs Using OpenACC -- 3.1 Modification of Algorithm for GPUs -- 3.2 Introduction of OpenACC -- 4 Performance Measurements -- 5 Application Example -- 6 Concluding Remarks -- References -- Runtime Environments -- The Design and Implementation of OpenMP 4.5 and OpenACC Backends for the RAJA C++ Performance Portability Layer -- 1 Introduction -- 2 RAJA -- 2.1 Basic Execution Policies -- 2.2 RAJA::NestedPolicy and Loop Transformations -- 3 Embedding Directives in the C++ Type System -- 3.1 Defining Policy Tags for a Backend -- 3.2 Constructing Explicit Execution Policy Types.
3.3 Implement forall Specializations -- 4 Case Study: OpenMP 4.5 -- 5 Case Study: OpenACC -- 6 Evaluation -- 6.1 Test Set -- 6.2 Goals and Non-Goals -- 6.3 Compilation Overhead -- 6.4 Runtime Overhead -- 7 Future Work and Conclusion -- References -- Enabling GPU Support for the COMPSs-Mobile Framework -- 1 Introduction -- 2 Related Work -- 3 Programming Model -- 3.1 Extension for GPU Support -- 4 Runtime Support Implementation -- 4.1 COMPSs-Mobile Runtime Architecture -- 4.2 OpenCL Platform -- 5 Performance Evaluation -- 5.1 OpenCL Platform Performance -- 5.2 Load Balancing Policies -- 6 Conclusions and Future Work -- References -- Concurrent Parallel Processing on Graphics and Multicore Processors with OpenACC and OpenMP -- Abstract -- 1 Introduction -- 2 MBFLO3 Application -- 2.1 Mathematical Formulation -- 2.2 Numerical Method -- 3 Heterogeneous Multiblock Computing Strategy -- 3.1 Multicore Host Parallelism -- 3.2 Manycore Accelerator Parallelism -- 3.3 Heterogeneous Host-Device Parallelism -- 4 Performance Results and Analysis -- 5 Conclusions -- Acknowledgements -- References -- Program Evaluation -- Exploration of Supervised Machine Learning Techniques for Runtime Selection of CPU vs. GPU Execution in Java Programs -- 1 Introduction -- 2 Motivation -- 3 Compiling Java to GPUs -- 3.1 Java Parallel Stream API -- 3.2 JIT Compilation for GPUs -- 4 Exploring Supervised Machine Learning Algorithms -- 4.1 Supervised Machine Learning -- 4.2 Generating Subsets of Features -- 4.3 Constructing Prediction Models -- 4.4 Integrating Prediction Models -- 5 Experimental Results -- 5.1 Experimental Protocol -- 5.2 Overall Summary -- 5.3 Accuracies on the Full Set of Features -- 5.4 Exploring ML Algorithms by Feature Subsetting -- 5.5 Lessons Learned -- 6 Related Work -- 6.1 GPU Code Generation from High-Level Languages -- 6.2 Offline Model Construction. 7 Conclusions -- A Appendix -- References -- Automatic Testing of OpenACC Applications -- 1 Introduction -- 2 Testing a GPU Port of a Numerical Application -- 3 Autocompare with OpenACC -- 4 Autocompare Implementation -- 5 Experiments -- 6 Related Work -- 7 Future Work -- 8 Conclusion -- References -- Evaluation of Asynchronous Offloading Capabilities of Accelerator Programming Models for Multiple Devices -- 1 Introduction -- 2 Related Work -- 3 Accelerator Programming Models -- 3.1 CUDA -- 3.2 OpenCL -- 3.3 OpenACC -- 3.4 OpenMP -- 4 Implementing the Conjugate Gradient Method -- 5 Performance Results on NVIDIA GPUs -- 5.1 Data Transfers with the Host -- 5.2 Single Device -- 5.3 Two Devices -- 6 Performance Results on Intel Xeon Phi Coprocessors -- 6.1 Single Device -- 6.2 Two Devices -- 7 Summary -- References -- Author Index. |
| Record Nr. | UNISA-996465474703316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Adaptive and Learning Agents [[electronic resource] ] : AAMAS 2011 International Workshop, ALA 2011, Taipei, Taiwan, May 2, 2011, Revised Selected Papers / / edited by Peter Vrancx, Matthew Knudson, Marek Grzes
| Adaptive and Learning Agents [[electronic resource] ] : AAMAS 2011 International Workshop, ALA 2011, Taipei, Taiwan, May 2, 2011, Revised Selected Papers / / edited by Peter Vrancx, Matthew Knudson, Marek Grzes |
| Edizione | [1st ed. 2012.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2012 |
| Descrizione fisica | 1 online resource (VII, 135 p.) |
| Disciplina | 006.3 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Computer communication systems Algorithms Pattern recognition Computer simulation Computer organization Artificial Intelligence Computer Communication Networks Algorithm Analysis and Problem Complexity Pattern Recognition Simulation and Modeling Computer Systems Organization and Communication Networks |
| ISBN | 3-642-28499-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNISA-996465962203316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2012 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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Adaptive Instructional Systems [[electronic resource] ] : Second International Conference, AIS 2020, Held as Part of the 22nd HCI International Conference, HCII 2020, Copenhagen, Denmark, July 19–24, 2020, Proceedings / / edited by Robert A. Sottilare, Jessica Schwarz
| Adaptive Instructional Systems [[electronic resource] ] : Second International Conference, AIS 2020, Held as Part of the 22nd HCI International Conference, HCII 2020, Copenhagen, Denmark, July 19–24, 2020, Proceedings / / edited by Robert A. Sottilare, Jessica Schwarz |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 |
| Descrizione fisica | 1 online resource (XX, 570 p. 139 illus., 91 illus. in color.) |
| Disciplina | 371.334 |
| Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
| Soggetto topico |
User interfaces (Computer systems)
Application software Artificial intelligence Computers Computer organization User Interfaces and Human Computer Interaction Computer Applications Artificial Intelligence Computing Milieux Computer Systems Organization and Communication Networks |
| ISBN | 3-030-50788-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Designing and Developing Adaptive Instructional Systems -- Sensor-based Adaptive Instructional Systems in Live Simulation Training -- An Ambient & Pervasive Personalized Learning Ecosystem: “Smart Learning” in the Age of the Internet of Things -- Bridging Conceptual Models and Architectural Interchange for Adaptive Instructional Systems -- Dewey’s Ethics of Moral Principles and Deliberation: Extending IEEE’s Ethics Initiative for Adaptive Instructional Systems -- Realistic and Relevant Role-Players for Experiential Learning -- Learning Traces, Measurement and Assessment Templates for AIS Interoperability -- Supporting different Roles and Responsibilities in Developing and Using Context-based Adaptive Personalized Collaboration Environments Compliant to the Law -- Experiential Instruction of Metacognitive Strategies -- Falling Forward: Lessons Learned from Real-Life Implementation of Adaptive Learning Solutions -- Usability Dimensions of Simulated Trainers for Buried Explosives -- Toward Zero Authoring: Considering How to Maximize Courseware Quality and Affordability Simultaneously -- Agent-Based Methods in Support of Adaptive Instructional Decisions -- Representing Functional Relationships of Adaptive Instructional Systems in a Conceptual Model -- Knowledge-to-Information Translation Training (KITT): An Adaptive Approach to Explainable Artificial Intelligence -- User Rights and Adaptive A/IS – From Passive Interaction to Real Empowerment -- Supporting Metacognitive Learning Strategies through an Adaptive Application -- Towards Iteration by Design: An Interaction Design Concept for Safety Critical Systems -- Learner Modelling and Methods of Adaptation -- Bayesian Student Modelling in the AC&NL Tutor -- Nature at Your Service - Nature Inspired Representations Combined with Eye-gaze Features to Infer User Attention and Provide Contextualized Support -- Adapting Instruction by Measuring Engagement with Machine Learning in Virtual Reality Training -- Realizing the Promise of AI-Powered, Adaptive, Automated, Instant Feedback on Writing for Students in Grade 3-8 with an IEP -- Declarative Knowledge Extraction in the AC&NL Tutor -- On the Importance of Adaptive Operator Training in Human-Swarm Interaction -- The Mental Machine: Classifying Mental Workload State from Unobtrusive Heart Rate- measures Using Machine Learning -- Production Implementation of Recurrent Neural Networks in Adaptive Instructional Systems -- Pilot State Monitoring for Cursus Recommendation -- Experimental Evaluation of Heart-based Workload Measures as Related to Their Suitability for Real-time Applications -- EEG Covariance-based Estimation of Cooperative States in Teammates -- Adapting the Zone of Proximal Development to the Wicked Environments of Professional Practice -- An Adaptive Instructional System for the Retention of Complex Skills -- Learner Modeling in the Context of Caring Assessments -- Evaluating the Effectiveness of Adaptive Instructional Systems -- The Evolving Assessment Landscape and Adaptive Instructional Systems: Moving Beyond Good Intentions -- Contextual Barriers to Validity in Adaptive Instruction and Assessment -- Does Time Matter in Learning? A Computer Simulation of Carroll's Model of Learning -- Competency Development through Experiential Training: Mapping Scenarios with Assessments -- Does Gamification Work? Analyzing Effects of Game Features on Learning in an Adaptive Scenario-Based Trainer -- From “Knowing What” to “Knowing When”: Exploring a Concept of Situation Awareness Synchrony for Evaluating SA Dynamics in Teams -- Exploring Video Engagement in an Intelligent Tutoring System -- Using a Non-Player Character to Improve Training Outcomes for Submarine Electronic Warfare Operators -- The Impact of Adaptive Activities in Acrobatiq Courseware: Investigating the Efficacy of Formative Adaptive Activities on Learning Estimates and Summative Assessment Scores -- A Mastery Approach to Flashcard-based Adaptive Training. . |
| Record Nr. | UNISA-996418281203316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Adaptive Learning Agents [[electronic resource] ] : Second Workshop, ALA 2009, Held as Part of the AAMAS 2009 Conference in Budapest, Hungary, May 12, 2009. Revised Selected Papers / / edited by Matthew Taylor, Karl Tuyls
| Adaptive Learning Agents [[electronic resource] ] : Second Workshop, ALA 2009, Held as Part of the AAMAS 2009 Conference in Budapest, Hungary, May 12, 2009. Revised Selected Papers / / edited by Matthew Taylor, Karl Tuyls |
| Edizione | [1st ed. 2010.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2010 |
| Descrizione fisica | 1 online resource (154 p. 70 illus.) |
| Disciplina | 006.3 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Computer communication systems Computer science—Mathematics Algorithms Computer simulation Computer organization Artificial Intelligence Computer Communication Networks Discrete Mathematics in Computer Science Algorithm Analysis and Problem Complexity Simulation and Modeling Computer Systems Organization and Communication Networks |
| ISBN |
1-280-38572-3
9786613563644 3-642-11814-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Abstraction and Generalization in Reinforcement Learning: A Summary and Framework -- The Effects of Evolved Sociability in a Commons Dilemma -- Replicator Dynamics for Multi-agent Learning: An Orthogonal Approach -- Decentralized Learning in Wireless Sensor Networks -- Recursive Adaptation of Stepsize Parameter for Non-stationary Environments -- Multiagent Reinforcement Learning Model for the Emergence of Common Property and Transhumance in Sub-Saharan Africa -- Learning to Locate Trading Partners in Agent Networks -- Coordinating Learning Agents for Multiple Resource Job Scheduling. |
| Record Nr. | UNISA-996465644403316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2010 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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Advanced Analytics and Learning on Temporal Data [[electronic resource] ] : 4th ECML PKDD Workshop, AALTD 2019, Würzburg, Germany, September 20, 2019, Revised Selected Papers / / edited by Vincent Lemaire, Simon Malinowski, Anthony Bagnall, Alexis Bondu, Thomas Guyet, Romain Tavenard
| Advanced Analytics and Learning on Temporal Data [[electronic resource] ] : 4th ECML PKDD Workshop, AALTD 2019, Würzburg, Germany, September 20, 2019, Revised Selected Papers / / edited by Vincent Lemaire, Simon Malinowski, Anthony Bagnall, Alexis Bondu, Thomas Guyet, Romain Tavenard |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 |
| Descrizione fisica | 1 online resource (X, 229 p. 109 illus., 90 illus. in color.) |
| Disciplina | 006.31 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Computers Computer organization Application software Optical data processing Artificial Intelligence Information Systems and Communication Service Computer Systems Organization and Communication Networks Computer Applications Computer Imaging, Vision, Pattern Recognition and Graphics |
| ISBN | 3-030-39098-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Robust Functional Regression for Outlier Detection -- Transform Learning Based Function Approximation for Regression and Forecasting -- Proactive Fiber Break Detection based on Quaternion Time Series and Automatic Variable Selection from Relational Data -- A fully automated periodicity detection in time series -- Conditional Forecasting of Water Level Time Series with RNNs -- Challenges and Limitations in Clustering Blood Donor Hemoglobin Trajectories -- Localized Random Shapelets -- Feature-Based Gait Pattern Classification for a Robotic Walking Frame -- How to detect novelty in textual data streams? A comparative study of existing methods -- Seq2VAR: multivariate time series representation with relational neural networks and linear autoregressive model -- Modelling Patient Sequences for Rare Disease Detection with Semi-supervised Generative Adversarial Nets -- Extended Kalman Filter for Large Scale Vessels Trajectory Tracking in Distributed Stream Processing Systems -- Unsupervised Anomaly Detection in Multivariate Spatio-Temporal Datasets using Deep Learning -- Learning Stochastic Dynamical Systems via Bridge Sampling -- Quantifying Quality of Actions Using Wearable Sensor -- An Initial Study on Adapting DTW at Individual Query for Electrocardiogram Analysis. |
| Record Nr. | UNISA-996418223603316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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Advanced Concepts for Intelligent Vision Systems [[electronic resource] ] : 20th International Conference, ACIVS 2020, Auckland, New Zealand, February 10–14, 2020, Proceedings / / edited by Jacques Blanc-Talon, Patrice Delmas, Wilfried Philips, Dan Popescu, Paul Scheunders
| Advanced Concepts for Intelligent Vision Systems [[electronic resource] ] : 20th International Conference, ACIVS 2020, Auckland, New Zealand, February 10–14, 2020, Proceedings / / edited by Jacques Blanc-Talon, Patrice Delmas, Wilfried Philips, Dan Popescu, Paul Scheunders |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 |
| Descrizione fisica | 1 online resource (XV, 568 p. 305 illus., 231 illus. in color.) |
| Disciplina | 006.37 |
| Collana | Image Processing, Computer Vision, Pattern Recognition, and Graphics |
| Soggetto topico |
Optical data processing
Computer organization Application software Machine learning Education—Data processing Image Processing and Computer Vision Computer Systems Organization and Communication Networks Information Systems Applications (incl. Internet) Machine Learning Computers and Education Computer Appl. in Social and Behavioral Sciences |
| ISBN | 3-030-40605-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Deep Learning -- Design data model for Big Data Analysis System -- Deep Learning-based Techniques for Plant Diseases Recognition in Real-Field Scenarios -- EpNet: a Deep Neural Network for Ear Detection in 3D Point Clouds -- Fire Segmentation in Still Images -- Region Proposal Oriented Approach for Domain Adaptive Object Detection -- Deep Convolutional Network-Based Framework for Melanoma Lesion Detection and Segmentation -- A Novel Framework for Early Fire Detection Using Terrestrial and Aerial 360-degree Images -- Biomedical Image Analysis -- Segmentation of Phase-Contrast MR Images for Aortic Pulse Wave Velocity Measurements -- On the Uncertainty of Retinal Artery-vein Classification with Dense Fully-convolutional Neural Networks -- Object Contour Refinement using Instance Segmentation in Dental Images -- Correction of Temperature Estimated from a Low-Cost Handheld Infrared Camera for Clinical Monitoring -- Bayesian Feature Pyramid Networks for Automatic Multi-Label Segmentation of Chest X-rays and Assessment of Cardio-Thoratic -- Deep-Learning for Tidemark Segmentation in Human Osteochondral Tissues Imaged with Micro-computed Tomography -- Quadratic Tensor Anisotropy Measures for Reliable Curvilinear Pattern Detection -- Biometrics and Identification -- Exposing Presentation Attacks by a Combination of Multi-intrinsic Image Properties, Convolutional Networks and Transfer Learning -- Multiview 3D Markerless Human Pose Estimation -- Clip-level Feature Aggregation: A Key Factor for Video-based Person Re-Identification -- Towards Approximating Personality Cues Through Simple Daily Activities -- Person Identification by Walking Gesture using Skeleton Sequences -- Verifying Kinship from RGB-D Face Data -- VA-StarGAN: Continuous Affect Generation -- Fast Iris Segmentation Algorithm for Visible Wavelength Images Based on Multi-Color Space -- A Local Flow Phase Stretch Transform for Robust Retinal Vessel Detection -- Evaluation of Unconditioned Deep Generative Synthesis of Retinal Images -- Image Analysis -- Dynamic Texture Representation Based on Hierarchical Local Patterns -- Temporal-clustering based Technique for Identifying Thermal Regions in Buildings -- Distance Weighted Loss for Forest Trail Detection using Semantic Line -- Localization of Map Changes by Exploiting SLAM Residuals -- Initial Pose Estimation of 3D Object with Severe Occlusion Using Deep Learning -- Automatic Focal Blur Segmentation based on Difference of Blur Feature using Theoretical Thresholding and Graphcuts -- Feature Map Augmentation to Improve Rotation Invariance in Convolutional Neural Networks -- Automatic Optical Inspection for Millimeter Scale Probe Surface Stripping Defects using Convolutional Neural Network -- Image restauration, Compression and Watermarking -- A New SVM-based Zero-watermarking Technique for3D Videos Traitor Tracing -- Design of Perspective Affine Motion Compensation for Versatile Video Coding (VVC) -- Investigation of Coding Standards Performances on Optically Acquired and Synthetic Holograms -- Natural Images Enhancement Using Structure Extraction and Retinex -- Unsupervised Desmoking of Laparoscopy Images using Multi-scale DesmokeNet -- VLW-Net: A Very Light-Weight Convolutional Neural Network (CNN) for Single Image Dehazing -- An Improved GAN Semantic Image Inpainting -- Tracking, Mapping and Scene Analysis -- CUDA Implementation of a Point Cloud Shape Descriptor Method for Archaeological Studies -- Red-Green-Blue Augmented Reality Tags for Retail Stores -- Guided Stereo to Improve Depth Resolution of a Small Baseline Stereo Camera Using an Image Sequence -- SuperNCN: Neighbourhood Consensus Network for Robust Outdoor Scenes Matching -- Using Normal/ Abnormal Video Sequence Categorization to Efficient Facial Expression Recognition in the Wild -- Distributed Multi-Class Road User Tracking in Multi-Camera Network for Smart Traffic Applications -- Vehicles Tracking by combining Convolutional Neural Network based Segmentation and Optical Flow Estimation -- Real Time Embedded Person Detection and Tracking in Camera Streams -- Learning Target-Specific Response Attention for Siamese Network Based Visual Tracking. |
| Record Nr. | UNISA-996418209603316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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Advanced Data Mining and Applications [[electronic resource] ] : 15th International Conference, ADMA 2019, Dalian, China, November 21–23, 2019, Proceedings / / edited by Jianxin Li, Sen Wang, Shaowen Qin, Xue Li, Shuliang Wang
| Advanced Data Mining and Applications [[electronic resource] ] : 15th International Conference, ADMA 2019, Dalian, China, November 21–23, 2019, Proceedings / / edited by Jianxin Li, Sen Wang, Shaowen Qin, Xue Li, Shuliang Wang |
| Edizione | [1st ed. 2019.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 |
| Descrizione fisica | 1 online resource (XVII, 893 p. 382 illus., 262 illus. in color.) |
| Disciplina | 006.312 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Computers Computer organization Application software Artificial Intelligence Information Systems and Communication Service Computer Systems Organization and Communication Networks Computing Milieux Computer Applications |
| ISBN | 3-030-35231-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Data Mining Foundations -- Classification and Clustering Methods -- Recommender Systems -- Social Network and Social Media -- Behavior Modeling and User Profiling -- Text and Multimedia Mining -- Spatial-Temporal Data -- Medical and Healthcare Data/Decision Analytics -- Other Applications. |
| Record Nr. | UNISA-996466339303316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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