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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
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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
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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  
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018
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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
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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
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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
Pundir Aditya Kumar Singh  
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
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