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Machine Learning and Metaheuristics Algorithms, and Applications [[electronic resource] ] : First Symposium, SoMMA 2019, Trivandrum, India, December 18–21, 2019, Revised Selected Papers / / edited by Sabu M. Thampi, Ljiljana Trajkovic, Kuan-Ching Li, Swagatam Das, Michal Wozniak, Stefano Berretti
| Machine Learning and Metaheuristics Algorithms, and Applications [[electronic resource] ] : First Symposium, SoMMA 2019, Trivandrum, India, December 18–21, 2019, Revised Selected Papers / / edited by Sabu M. Thampi, Ljiljana Trajkovic, Kuan-Ching Li, Swagatam Das, Michal Wozniak, Stefano Berretti |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Singapore : , : Springer Singapore : , : Imprint : Springer, , 2020 |
| Descrizione fisica | 1 online resource (276 pages) : illustrations |
| Disciplina | 016.403 |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Artificial intelligence
Computers Application software Education—Data processing Computer communication systems Artificial Intelligence Information Systems and Communication Service Computer Applications Computers and Education Computer Communication Networks |
| ISBN | 981-15-4301-1 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Hybrid Duty Cycle Algorithm for Industrial WSNs Using Machine Learning -- Analyzing Architectures of Reservoir Computing Models Using Particle Swarm Intelligence -- A Cost-Effective Data Node Management Scheme for Hadoop Clusters in Cloud Environment -- Deep Temporal Analysis of Twitter Bots -- Comparison of Metaheuristics for a Vehicle Routing Problem in a Farming Community -- A Brain Computer Interface Based Visual Keyboard System Using SSVEP and Electrooculogram -- Stock Market Prediction Using a Hybrid Model -- An Internet of Things Framework to Forecast Indoor Air Quality Using Machine Learning -- Strategy Inference via Real-time Homeomorphic and Isomorphic Tree Matching of Probabilistic Graphical Models -- CNN and Stacked LSTM Model for Indian Sign Language Recognition -- Air Quality Monitoring and Classification Using Machine Learning -- Facial Emotion Recognition Using Shallow CNN -- Lead Artist Identification from Music Videos Using Auto-Encoders -- Enhanced Differential Evolution-based EEG Channel Selection -- An Efficient Word Embedded Click-Bait Classification of YouTube Titles Using SVM -- NSGA III for CNC End Milling Process Optimization -- Steering Angle Estimation for Self-Driving Car Using Deep Learning -- A Textural Feature Based Cytological Image Classification Using Artificial Neural Network -- Proposing Contextually Relevant Advertisements for Online Videos -- Comparison of Metaheuristics for the Allocation of Resources for an After-School Program in Remote Areas of India -- A C-LSTM with Attention Mechanism for Question Categorization -- QuicklyCook: A User-Friendly Recipe Recommender -- Early Detection of Suicidal Predilection on Instagram Social Networking Service. |
| Record Nr. | UNINA-9910410044703321 |
| Singapore : , : Springer Singapore : , : Imprint : Springer, , 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Machine Learning and Metaheuristics Algorithms, and Applications [[electronic resource] ] : First Symposium, SoMMA 2019, Trivandrum, India, December 18–21, 2019, Revised Selected Papers / / edited by Sabu M. Thampi, Ljiljana Trajkovic, Kuan-Ching Li, Swagatam Das, Michal Wozniak, Stefano Berretti
| Machine Learning and Metaheuristics Algorithms, and Applications [[electronic resource] ] : First Symposium, SoMMA 2019, Trivandrum, India, December 18–21, 2019, Revised Selected Papers / / edited by Sabu M. Thampi, Ljiljana Trajkovic, Kuan-Ching Li, Swagatam Das, Michal Wozniak, Stefano Berretti |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Singapore : , : Springer Singapore : , : Imprint : Springer, , 2020 |
| Descrizione fisica | 1 online resource (276 pages) : illustrations |
| Disciplina | 016.403 |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Artificial intelligence
Computers Application software Education—Data processing Computer communication systems Artificial Intelligence Information Systems and Communication Service Computer Applications Computers and Education Computer Communication Networks |
| ISBN | 981-15-4301-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Hybrid Duty Cycle Algorithm for Industrial WSNs Using Machine Learning -- Analyzing Architectures of Reservoir Computing Models Using Particle Swarm Intelligence -- A Cost-Effective Data Node Management Scheme for Hadoop Clusters in Cloud Environment -- Deep Temporal Analysis of Twitter Bots -- Comparison of Metaheuristics for a Vehicle Routing Problem in a Farming Community -- A Brain Computer Interface Based Visual Keyboard System Using SSVEP and Electrooculogram -- Stock Market Prediction Using a Hybrid Model -- An Internet of Things Framework to Forecast Indoor Air Quality Using Machine Learning -- Strategy Inference via Real-time Homeomorphic and Isomorphic Tree Matching of Probabilistic Graphical Models -- CNN and Stacked LSTM Model for Indian Sign Language Recognition -- Air Quality Monitoring and Classification Using Machine Learning -- Facial Emotion Recognition Using Shallow CNN -- Lead Artist Identification from Music Videos Using Auto-Encoders -- Enhanced Differential Evolution-based EEG Channel Selection -- An Efficient Word Embedded Click-Bait Classification of YouTube Titles Using SVM -- NSGA III for CNC End Milling Process Optimization -- Steering Angle Estimation for Self-Driving Car Using Deep Learning -- A Textural Feature Based Cytological Image Classification Using Artificial Neural Network -- Proposing Contextually Relevant Advertisements for Online Videos -- Comparison of Metaheuristics for the Allocation of Resources for an After-School Program in Remote Areas of India -- A C-LSTM with Attention Mechanism for Question Categorization -- QuicklyCook: A User-Friendly Recipe Recommender -- Early Detection of Suicidal Predilection on Instagram Social Networking Service. |
| Record Nr. | UNISA-996465465303316 |
| Singapore : , : Springer Singapore : , : Imprint : Springer, , 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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A Metaheuristic Approach to Protein Structure Prediction : Algorithms and Insights from Fitness Landscape Analysis / / by Nanda Dulal Jana, Swagatam Das, Jaya Sil
| A Metaheuristic Approach to Protein Structure Prediction : Algorithms and Insights from Fitness Landscape Analysis / / by Nanda Dulal Jana, Swagatam Das, Jaya Sil |
| Autore | Jana Nanda Dulal |
| Edizione | [1st ed. 2018.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 |
| Descrizione fisica | 1 online resource (xxix, 220 pages) : illustrations |
| Disciplina | 006.3 |
| Collana | Emergence, Complexity and Computation |
| Soggetto topico |
Computational intelligence
Computational complexity Artificial intelligence Proteins Computational Intelligence Complexity Artificial Intelligence Protein Structure |
| ISBN | 3-319-74775-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Metaheuristic Protein Structure Prediction-An Overview -- Related Works -- Continuous Landscape Analysis using Random Walk Algorithm -- Landscape Characterization and Algorithms Selection for the PSP Problem -- The Levy distributed Parameter Adaptive Metaheuristic Algorithm for Protein Structure Prediction -- Protein Structure Prediction using Improved Variants of Metaheuristic Algorithms -- Hybrid Metaheuristic Approach for Protein Structure Prediction -- Conclusions and Future Research. |
| Record Nr. | UNINA-9910299957003321 |
Jana Nanda Dulal
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Proceedings of 2nd International Conference on Intelligent Computing and Applications [[electronic resource] ] : ICICA 2015 / / edited by P. Deiva Sundari, Subhransu Sekhar Dash, Swagatam Das, Bijaya Ketan Panigrahi
| Proceedings of 2nd International Conference on Intelligent Computing and Applications [[electronic resource] ] : ICICA 2015 / / edited by P. Deiva Sundari, Subhransu Sekhar Dash, Swagatam Das, Bijaya Ketan Panigrahi |
| Edizione | [1st ed. 2017.] |
| Pubbl/distr/stampa | Singapore : , : Springer Singapore : , : Imprint : Springer, , 2017 |
| Descrizione fisica | 1 online resource (676 p.) |
| Disciplina | 620 |
| Collana | Advances in Intelligent Systems and Computing |
| Soggetto topico |
Computational intelligence
Signal processing Image processing Speech processing systems Robotics Automation Computational Intelligence Signal, Image and Speech Processing Robotics and Automation |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Time-Domain Analytical Modeling of Current-Mode Signaling Bundled Single-Wall Carbon Nanotube Interconnects -- Stability Analysis of Carbon Nanotube Interconnects -- Multi-robot Assembling Along a Boundary of a Given Region in Presence of Opaque Line Obstacles -- Dissimilar Regulatory Actions between Neurodegenerative Disease Pairs through Probabilistic Differential Correlation -- Multiobjective Ranked Selection of Differentially Expressed Genes -- Comfort Sensor Using Fuzzy Logic and Arduino -- Despeckling of Medium Resolution Scansar Data -- Recommendation Based P2P File Sharing on Disconnected MANET -- Smart Plugs for Household Appliances -- Modeling and CFD Analysis of Gerotor Pump -- A Robust Energy Management System for Smart Grid -- Innovation in the Operation of UAV Sensors -- Computational Study of Coil Helical Spring: Automobile clutch -- A Survey on Challenges in Integrating Big Data. |
| Record Nr. | UNINA-9910136613503321 |
| Singapore : , : Springer Singapore : , : Imprint : Springer, , 2017 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Proceedings of First International Conference on Information and Communication Technology for Intelligent Systems: Volume 1 / / edited by Suresh Chandra Satapathy, Swagatam Das
| Proceedings of First International Conference on Information and Communication Technology for Intelligent Systems: Volume 1 / / edited by Suresh Chandra Satapathy, Swagatam Das |
| Edizione | [1st ed. 2016.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 |
| Descrizione fisica | 1 online resource (578 p.) |
| Disciplina | 004.6 |
| Collana | Smart Innovation, Systems and Technologies |
| Soggetto topico |
Computational intelligence
Artificial intelligence Computational Intelligence Artificial Intelligence |
| ISBN | 3-319-30933-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Intelligent Information Retrieval And Business Intelligence -- Intelligent Web Mining And Knowledge Discovery Systems -- Applications for Intelligent Systems -- Applications of ICT in Rural and Urban Areas -- ICT for Information Sciences. |
| Record Nr. | UNINA-9910254178303321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Proceedings of First International Conference on Information and Communication Technology for Intelligent Systems: Volume 2 / / edited by Suresh Chandra Satapathy, Swagatam Das
| Proceedings of First International Conference on Information and Communication Technology for Intelligent Systems: Volume 2 / / edited by Suresh Chandra Satapathy, Swagatam Das |
| Edizione | [1st ed. 2016.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 |
| Descrizione fisica | 1 online resource (XVI, 617 p. 254 illus.) |
| Disciplina | 620 |
| Collana | Smart Innovation, Systems and Technologies |
| Soggetto topico |
Computational intelligence
Artificial intelligence Computational Intelligence Artificial Intelligence |
| ISBN | 3-319-30927-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | ICT based Security and Privacy Applications -- Intelligent Systems for Health and IT Applications -- Intelligent Managerial Applications for ICT -- Content Based and Applications. |
| Record Nr. | UNINA-9910254219903321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Proceedings of the 4th International Conference on Frontiers in Intelligent Computing: Theory and Applications (FICTA) 2015 [[electronic resource] /] / edited by Swagatam Das, Tandra Pal, Samarjit Kar, Suresh Chandra Satapathy, Jyotsna Kumar Mandal
| Proceedings of the 4th International Conference on Frontiers in Intelligent Computing: Theory and Applications (FICTA) 2015 [[electronic resource] /] / edited by Swagatam Das, Tandra Pal, Samarjit Kar, Suresh Chandra Satapathy, Jyotsna Kumar Mandal |
| Edizione | [1st ed. 2016.] |
| Pubbl/distr/stampa | New Delhi : , : Springer India : , : Imprint : Springer, , 2016 |
| Descrizione fisica | 1 online resource (700 p.) |
| Disciplina | 006.3 |
| Collana | Advances in Intelligent Systems and Computing |
| Soggetto topico |
Computational intelligence
Artificial intelligence Computational complexity Computational Intelligence Artificial Intelligence Complexity |
| ISBN | 81-322-2695-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Part 1: Special Session: Advances in Nature Inspired Algorithms for Engineering Optimization Problems_An Efficient Dynamic Scheduling Algorithm for Soft Real-Time Task in Multiprocessor System Using Hybrid Quantum-Inspired Genetic Algorithm -- Equitable Machine Learning Algorithms to Probe over P2P Botnets -- Directed Search Based PSO Algorithm and Its Application to Scheduling Independent Task in Multiprocessor Environment -- Part 2: Bioinformatics and Computational Biology_JUPred_MLP: Prediction of Phosphorylation Sites Using a Consensus of MLP Classifiers -- Molecular Computing and Structural Biology for Interactions in ERα and bZIP Proteins from Homo Sapiens: An Insight into the Signal Transduction in Breast Cancer Metastasis -- SVM Based Pre-microRNA Classifier Using Sequence, Structural and Thermodynamic Parameters -- DCoSpect: A Novel Differentially Co-expressed Gene Module Detection Algorithm Using Spectral Clustering -- Intelligent Topological Differential Gene Networks -- Part 3: Signal Processing_Impact of Threshold to Identify Vocal Tract -- Application of Compressed Sensing in Cognitive Radio -- Compressed Sensing Based NBI Mitigation in Ultra Wide Band Energy Detector -- Part 4: Data Mining_A Novel Data Mining Scheme for Smartphone Activity Recognition by Accelerometer Sensor -- Mining and Ranking Association Rules in Support, Confidence, Correlation and Dissociation Framework -- Mining Closed Interesting Sub spaces to Discover Conducive Living Environment of Migratory Animals -- Frequent Patterns Mining from Data Cube Using Aggregation and Directed Graph -- Part 5: Document Image Analysis_A Modified Parallel Thinning Method for Handwritten Oriya Character Images -- Offline Signature Verification Using Artificial Neural Network -- A Simple and Effective Technique for Online Handwritten Bangla Character Recognition -- Visual Analytic Based Technique for Handwritten Indic Script Identification – A Greedy Heuristic Feature Fusion Framework -- Offline Writer Identification from Isolated Characters Using Textural Features -- PWDB_13: A Corpus of Word-level Printed Document Images from Thirteen Official Indic Scripts -- Part 6: Applications of Metaheuristic Optimization_Application of Krill Herd Algorithm for Optimum Design of Load Frequency Controller for Multi-Area Power System Network with Generation Rate Constraint -- Optimal allocation of Distributed Generator using Chemical Reaction Optimization -- A Novel Combined Approach of k-means and Genetic Algorithm to Cluster Cultural Goods in Household Budget -- A PSO with improved initialization operator for solving Multiple Sequence Alignment Problems -- Profit Maximization of TSP with uncertain Parameters through a Hybrid Algorithm -- Part 7: Wireless Sensor and Ad-hoc Networks_Mitigating Packet Dropping Problem and Malicious Node Detection Mechanism in Ad Hoc Wireless Networks -- Service Provisioning middleware for Wireless Sensor Network -- A Novel MTC-RB Heuristic for Addressing Target Coverage Problem in Heterogeneous Wireless Sensor Network -- Part 8: Quantum dot Cellular Automata_2 Dimensional 2 Dot 1 Electron Quantum Cellular Automata Based Dynamic Memory Design -- Optimized Approach for Reversible Code Converters Using Quantum Dot Cellular Automata -- Design of a Logically Reversible Half Adder using 2D 2-Dot 1-Electron QCA -- Part 9: Fuzzy Sets and Systems_Intuitionistic Fuzzy Multivalued Dependency and Intuitionistic Fuzzy Fourth Normal Form -- Parameter Reduction of Intuitionistic Fuzzy Soft Sets and Its Related Algorithms -- Correlation Measure of Hesitant Fuzzy Linguistic Term Soft Set and Its Application in Decision Making -- Constrained Solid Travelling Salesman Problem Solving by Rough GA Under Bi-fuzzy Coefficients -- Part 10: Routing and Traffic Grooming_A Novel Multi-criteria Multi-agent Based Routing Strategy Based on Tarantula Mating Behaviour -- A Mesh Based Multicast Routing Protocol using Reliable Neighbor Node for Wireless Mobile Ad-Hoc Networks -- Traffic Grooming in Hybrid Optical-WiMAX Mesh Networks -- Part 11: Authentication and Network Security_Host Based Intrusion Detection Using Statistical Approaches -- Secure Remote Login Scheme with Password and Smart Card Update Facilities -- Generation and Risk Analysis of Network Attack Graph -- Unsupervised Spam Detection in Hyves Using SALSA -- Cryptanalysis of a Chaotic Map Based Authentication and Key Agreement Scheme for Telecare Medicine Information Systems -- Improving the Accuracy of Intrusion Detection Using GAR-Forest with Feature Selection -- Part 12: Text Processing_Sentiment Analysis with Modality Processing -- Query-Based Extractive Text Summarization for Sanskrit -- Code Obfuscation by Using Floating Points and Conditional Statements -- Privacy Preserving Spam Email Filtering Based on Somewhat Homomorphic Using Functional Encryption -- Part 13: Image Processing_Digital Image Watermarking Scheme based on Visual Cryptography and SVD -- Compression of Hyper-Spectral Images and Its Performance Evaluation -- Hand Gesture Recognition for Sign Language: A Skeleton Approach -- Modified Cuckoo Search based Image Enhancement -- A Novel Iterative Salt-and-Pepper Noise Removal Algorithm -- Part 14: Intelligent System Planning_Queuing Model for Improving QoS in Cloud Service Discovery -- Adaptive Multi-Layer Routing for Incremental Design of an SoC -- Analyzing and Modelling Spatial Factors for Pre-decided Route Selection Behaviour -- Fault Tolerant Scheduling with Enhanced Performance for Onboard Computers-Evaluation -- A Multi-Agent Planning Algorithm with Joint Actions -- 4-Directional Combinatorial Motion Planning via Labeled Isotonic Array P System -- Intelligent Control of DFIG Using Sensorless Speed Estimation and Lookup Table based MPPT Algorithm to overcome Wind and Grid disturbances. |
| Record Nr. | UNINA-9910254207903321 |
| New Delhi : , : Springer India : , : Imprint : Springer, , 2016 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Proceedings of the Fifth International Conference on Fuzzy and Neuro Computing (FANCCO - 2015) / / edited by V. Ravi, Bijaya Ketan Panigrahi, Swagatam Das, Ponnuthurai Nagaratnam Suganthan
| Proceedings of the Fifth International Conference on Fuzzy and Neuro Computing (FANCCO - 2015) / / edited by V. Ravi, Bijaya Ketan Panigrahi, Swagatam Das, Ponnuthurai Nagaratnam Suganthan |
| Edizione | [1st ed. 2015.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 |
| Descrizione fisica | 1 online resource (365 p.) |
| Disciplina | 004 |
| Collana | Advances in Intelligent Systems and Computing |
| Soggetto topico |
Artificial intelligence
Computational intelligence Neural networks (Computer science) Artificial Intelligence Computational Intelligence Mathematical Models of Cognitive Processes and Neural Networks |
| ISBN | 3-319-27212-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Tweet Sentiment Classification Using an Ensemble of Machine Learning Supervised Classifiers Employing Statistical Feature Selection Methods -- Multiple Fuzzy Correlated Pattern Tree Mining using Minimum Item All-Confidence Thresholds -- Autonomous Visual Tracking with Extended Kalman Filter Estimator for Micro Aerial Vehicles -- Identification of Uncertain Mass and Stiffness Matrices of Multi-Storey Shear Buildings using Fuzzy Neural Network Modelling -- Fuzzy Approach to Rank Global Climate Models -- Comparative analysis of ANFIS and SVR Model performance for Rainfall Prediction -- Cross Domain Sentiment Analysis using different Machine Learning Techniques -- Combining ELM with Random Projections for Low and High Dimensional Data Classification and Clustering -- Framework for knowledge driven optimisation based data encoding for brain data modelling using spiking neural network architecture -- Short Circuit Evaluations in Gödel Type Logic -- Coefficient of Variation based Decision Tree for Fuzzy Classification -- Predicting protein coding regions by six-base nucleotide distribution -- Ontology for Education System and Ontology based Clustering -- Neural Networks for Fast Estimation of Social Network Centrality Measures -- Scale-free memory to swiftly generate fuzzy future predictions -- Assessment of Vaccination Strategies using Fuzzy Multi-Criteria Decision Making -- Ranking and Dimensionality Reduction using Biclustering -- Effect of Fractional Order in Pole Motion -- Sewage Water Quality Index of Sewage Treatment Plant using Fuzzy MCDM Approach -- Fuzzy Formal Concept Analysis approach for Information Retrieval -- Privacy Preserving Collaborative Clustering using SOM for Horizontal Data Distribution -- A Hybrid Approach to Classification of Categorical Data based on Information-Theoretic Context Selection -- Robust Stabilization of Uncertain T-S fuzzy systems: An Integral Error Dependant Sliding Surface Design Approach -- Extreme learning machine for eukaryotic and prokaryotic promoter prediction -- A hybrid approach to the maximum clique problem in the domain of information management -- An Integrated Network Behavior and Policy based data exfiltration detection framework -- Web Usages Mining in automatic detection of Learning Style in Personalized e-Learning System. |
| Record Nr. | UNINA-9910298966003321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Recent Trends in Communication and Intelligent Systems : Proceedings of ICRTCIS 2023
| Recent Trends in Communication and Intelligent Systems : Proceedings of ICRTCIS 2023 |
| Autore | Pundir Aditya Kumar Singh |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Singapore : , : Springer Singapore Pte. Limited, , 2023 |
| Descrizione fisica | 1 online resource (268 pages) |
| Altri autori (Persone) |
YadavAnupam
DasSwagatam |
| Collana | Algorithms for Intelligent Systems Series |
| ISBN | 981-9957-92-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Conference Program Committee -- Preface -- Contents -- Performance Analysis of UAV Routing Protocol Based on Mobility Models -- 1 Introduction -- 2 Mobility Model and Routing Protocol -- 3 Methodology and Experimental Evaluation -- 4 Results and Discussions -- 5 Conclusion and Future Enhancements -- References -- Evaluation of Lubricant Film Thickness in Helical Gear on Contact Line at Critical Points by Using Elastohydrodynamic Model and It's Comparison with Kisssoft Result -- 1 Introduction -- 1.1 Contact Zone -- 1.2 Determination of Important Point of Contact Line -- 1.3 Contact Geometry -- 1.4 Literature Review -- 1.5 Problem Definition -- 1.6 Software Packages in Use -- 1.7 Elastohydrodynamic Lubrication (EHL) Model Development -- 1.8 Surface Elastic Deflection-Evaluation -- 1.9 Formation of Deformation Equation -- 1.10 Results and Discussions -- 1.11 Conclusion and Future Scope -- References -- ABC Algorithm for Evaluating the Performance of the SVC and Optimal Power Flow -- 1 Introduction -- 2 The Formulation of the OPF's Problems -- 3 The Artificial Bee Colony Algorithm Description -- 4 Test Results -- 5 Conclusions -- References -- ELPDI: A Novel Ensemble Learning Approach for Pulmonary Disease Identification -- 1 Introduction -- 2 Related Works -- 2.1 VGG-16 -- 2.2 Inception-V4 -- 2.3 ResNet-50 -- 3 Ensemble Learning for Identification of Pulmonary Disease -- 3.1 Converting Audio Files into Spectrograms -- 3.2 Classification of Generated Spectrograms -- 4 Results -- 4.1 Dataset Description -- 5 Conclusion -- References -- JAYA-Based Task Scheduling Algorithm in Fog-Cloud Environment -- 1 Introduction -- 2 Related Work -- 2.1 JAYA -- 3 Task Scheduling Using I-JAYA -- 3.1 I-JAYA Algorithm -- 4 Performance Evaluation -- 4.1 Simulation Study -- 5 Conclusion and Future Work -- References.
BLOCK-FEMF: Efficient Forensic Evidence Management Framework Using Blockchain Technology -- 1 Introduction -- 2 Related Work -- 3 Proposed Methodology -- 4 Implementation -- 4.1 Adding Users to the Blockchain Network -- 4.2 Transfer Ownership -- 4.3 Adding Evidence to the Case -- 4.4 Retrieving of Evidence from Case File -- 5 Results and Discussions -- 5.1 Gas Value Consumption -- 5.2 Time Consumption -- 5.3 Comparative Study Analysis -- 6 Conclusion -- References -- Bacterial Spot Classification in Bell Pepper Plants Based on Convolutional Neural Network Architecture -- 1 Introduction -- 2 Literature Review -- 3 Transfer Learning -- 4 Google Net and ResNet Architecture -- 4.1 Google Net -- 4.2 ResNet -- 5 Methodology of the Work -- 5.1 Aim of the Project -- 5.2 Procedure of the Work -- 5.3 Result Generated -- 6 Conclusion -- References -- Prediction of Bone Mineral Density Using AI to Detect Osteoporosis -- 1 Introduction -- 2 Methodology for Collection of Data -- 2.1 Data Description -- 2.2 Machine Learning Algorithms -- 2.3 Tableau -- 3 Result -- 4 Conclusions -- References -- On the Depth of Convolutional Neural Networks for Image Classification Problems -- 1 Introduction -- 2 Related Works and Motivation -- 3 Network Models -- 3.1 Depth Level 1 (Model 1) -- 3.2 Depth Level 2 (Model 2) -- 3.3 Depth Level 3 (Model 3) -- 3.4 Depth Level 4 (Model 4) -- 4 Experiments and Observation -- 4.1 Datasets Description -- 4.2 Prediction Performance -- 4.3 Comparative Study and Discussion -- 5 Conclusion -- References -- A Modified Tilt Integral Derivative (MTID) Controller Design Using Direct Synthesis Approach -- 1 Introduction -- 1.1 DOF Control Schemes -- 1.2 DOF Control Schemes on Fractional Order Framework -- 2 Methodology -- 2.1 Direct Synthesis Method -- 2.2 Controller Design for Processes 1 -- 2.3 Controller Design for Processes 2. 2.4 Controller Structure -- 2.5 Selection of Controller Parameter αcl -- 3 Results and Discussions -- 3.1 Case Study-1 -- 3.2 Case Study-2 -- 4 Conclusions -- References -- A Novel Modified Semicircular Patch Antenna for Next Generation Communication -- 1 Introduction -- 2 Antenna Design -- 3 Results and Discussions -- 4 Comparison Between Previously Designed Antennas and Proposed Antenna -- 5 Conclusion -- References -- Panoptic Driving Perception Using Deep Learning Techniques -- 1 Introduction -- 2 Literature Survey -- 3 Proposed Methodology -- 3.1 Encoder -- 3.2 Decoders -- 3.3 Loss Function -- 3.4 Distance Computation -- 3.5 Experimental Setup -- 4 Results -- 4.1 Lane and Line Detection -- 5 Conclusion -- References -- Schistosomiasis Prevention Undermined by Water Point Forecasting: An Approach Based on Data Fusion Model -- 1 Introduction -- 2 Background on Evidence Theory -- 2.1 Modeling -- 2.2 Estimation -- 2.3 Combination -- 2.4 Decision -- 3 Proposed Data Fusion Architecture -- 4 Implementation of Evidence Theory -- 4.1 Mass Modeling and Estimation -- 4.2 Combination of Mass Functions -- 5 Evaluation -- 5.1 Experimental Setup -- 6 Results -- 6.1 Infestation States Observed for Each Scenario -- 6.2 Overall Performance of the FuMalMMO Model -- 7 Conclusion -- References -- A Comparative Study of Classification Algorithms for the Prediction of Communication Effectiveness -- 1 Introduction -- 2 Related Works -- 3 Proposed Model -- 4 Results and Discussion -- 5 Conclusion and Future Work -- References -- A Dynamic Threshold-Based Cognitive Radio Energy Detection Algorithm for Multi-carrier Waveforms -- 1 Introduction -- 2 System Model -- 3 Simulation Results -- 4 Conclusion -- References -- Comparison of Different Alphabetically Shaped Microstrip Patch Antennas in the S-Band Using HFSS -- 1 Introduction -- 2 Proposed Antenna Designs. 2.1 E-Shaped Antenna -- 2.2 H Shaped Antenna -- 2.3 U Shaped Antenna -- 3 Simulation Results -- 3.1 E Shaped Antenna -- 3.2 H Shaped Antenna -- 3.3 U Shaped Antenna -- 4 Conclusion -- References -- Using MNIST Dataset for De-Pois Attack and Defence -- 1 Introduction -- 2 Literature Review -- 3 Business and Data Understanding -- 4 Data Preparation and Data Modelling -- 5 Deployment, Analysis and Results -- References -- Direction Detection of Select Stocks with Machine Learning -- 1 Introduction -- 2 Literature Review -- 2.1 Fundamental and Technical Analysis -- 2.2 Algorithmic Trading -- 2.3 Supervised and Unsupervised Learning -- 2.4 Classification Machine Learning Techniques -- 2.5 Confusion Matrix for Classification Models -- 3 Methodology -- 3.1 Data Collection -- 3.2 Data Exploration -- 3.3 Data Pre-processing -- 3.4 Data Modeling -- 4 Implementation and Results -- 4.1 Model Evaluation Using Logistic Regression Classifier for Go Long Direction Prediction -- 4.2 Model Evaluation Using Random Forest Classifier for Go Long Direction Prediction -- 4.3 Model Evaluation Using Extreme Gradient Boost Classifier for Go Long Direction Prediction -- 4.4 Direction Detection and Go Long Direction Prediction Using the Best Classifier Model -- 4.5 Utility from the Business Perspectives -- 4.6 Risk Adjusted Returns -- 5 Conclusion and Future Scope -- References -- Prediction of Fatal Accidents in the Petrochemical Industry with Machine Learning -- 1 Introduction -- 2 Literature Review -- 3 Material and Methods -- 4 Proposed Model -- 5 Data Understanding -- 5.1 Incident Proportion by Employment Type -- 5.2 Incident Proportion by Incident Type -- 5.3 Incident Proportion by Month -- 5.4 Incident Proportion by Gender -- 5.5 Incident Proportion by Causing Effect -- 5.6 Incident Proportion by Plant -- 5.7 Incident Proportion by Location. 5.8 Incident Proportion by Injury Illness Type -- 6 Implementation -- 6.1 Structured Data -- 6.2 Combined Data -- 7 Conclusion -- References -- Author Index. |
| Record Nr. | UNINA-9910755082703321 |
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Pundir Aditya Kumar Singh
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| Singapore : , : Springer Singapore Pte. Limited, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Recent trends in communication and intelligent systems : proceedings of ICRTCIS 2020 / / edited by Aditya Kumar Singh Pundir, Anupam Yadav, Swagatam Das
| Recent trends in communication and intelligent systems : proceedings of ICRTCIS 2020 / / edited by Aditya Kumar Singh Pundir, Anupam Yadav, Swagatam Das |
| Pubbl/distr/stampa | Gateway East, Singapore : , : Springer, , [2021] |
| Descrizione fisica | 1 online resource (xx, 220 pages) : illustrations |
| Disciplina | 004.6 |
| Collana | Algorithms for Intelligent Systems |
| Soggetto topico | Computer networks |
| ISBN | 981-16-0167-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910484754103321 |
| Gateway East, Singapore : , : Springer, , [2021] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
