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Information Systems Design and Intelligent Applications [[electronic resource] ] : Proceedings of Third International Conference INDIA 2016, Volume 3 / / edited by Suresh Chandra Satapathy, Jyotsna Kumar Mandal, Siba K. Udgata, Vikrant Bhateja
| Information Systems Design and Intelligent Applications [[electronic resource] ] : Proceedings of Third International Conference INDIA 2016, Volume 3 / / edited by Suresh Chandra Satapathy, Jyotsna Kumar Mandal, Siba K. Udgata, Vikrant Bhateja |
| Edizione | [1st ed. 2016.] |
| Pubbl/distr/stampa | New Delhi : , : Springer India : , : Imprint : Springer, , 2016 |
| Descrizione fisica | 1 online resource (648 p.) |
| Disciplina | 620 |
| Collana | Advances in Intelligent Systems and Computing |
| Soggetto topico |
Computational intelligence
Signal processing Image processing Speech processing systems Artificial intelligence Computational Intelligence Signal, Image and Speech Processing Artificial Intelligence |
| ISBN | 81-322-2757-3 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Chapter 1. A New Private Security Policy Approach for DDoS Attack Defense in NGNs -- Chapter 2. An Effective Approach for Providing Diverse and Serendipitous Recommendations -- Chapter 3. Envelope Fluctuation Reduction for WiMAX MIMO-OFDM Signals Using Adaptive Network Fuzzy Inference Systems -- Chapter 4. Modeling and Performance Analysis of Free Space Quantum Key Distribution -- Chapter 5. Design of a Low-delay-write Model of a TMCAM -- m]Chapter 6. SLA Based E-Learning Service Provisioning in Cloud -- Chapter 7. Estimating the Similarities of G7 Countries Using Economic Parameters -- Chapter 8. Offline Malayalam Character Recognition: A Comparative Study Using Multiple Classifier Combination Techniques -- Chapter 9. A Comparative Study on Load Balancing Algorithms for SIP servers -- Chapter 10. Design of Wireless Sensor Network Based Embedded Systems for Aquaculture Environment Monitoring -- Chapter 11. Touch-to-learn: A Tangible Learning System for Hard-of Hearing Children -- Chapter 12. Creating Low Cost Multi-gesture Device Control by Using Depth Sensing -- Chapter 13. Evaluation of Glomerular Filtration Rate by Single Frame Method applying GATES Formula -- Chapter 14. Design and Development of Cost Effective Wearable Glove for Automotive Industry -- Chapter 15. Tampering Localization in Digital Image Using First Two Digit Probability Features -- Chapter 16. Classification of Bank Direct Marketing Data Using Subsets of Training Data -- Chapter 17. Offline Writer Identification and Verification – A State-of-the-Art -- Chapter 18. Handwritten Oriya Digit Recognition Using Maximum Common Sub-graph Based Similarity Measures -- Chapter 19. Design of Non-volatile SRAM Cell Using Memristor -- Chapter 20. Evolutionary Algorithm Based LFC of Single Area Thermal Power System with Different Steam Configurations and Nonlinearity -- Chapter 21. Game Theory and Its Applications in Machine Learning -- Chapter 22. A Study on Speech Processing -- Chapter 23. Forest Type Classification: A Hybrid NN-GA Model Based Approach -- Chapter 24. Optimizing Technique to Improve the Speed of Data throughput through Pipeline -- Chapter 25. An Improved Data Hiding Scheme in Motion Vectors of Video Streams -- Chapter 26. Hiding Sensitive Items Using Pearson’s Correlation Coefficient Weighing Mechanism -- Chapter 27. OpenCV Based Implementation of Zhang-Suen Thinning Algorithm Using Java for Arabic Text Recognition -- Chapter 28. Numerical Modeling of Twin Band MIMO Antenna -- Chapter 29. Performance Evaluation of Video-based Face Recognition Approaches for Online Video Contextual Advertisement User-oriented System -- Chapter 30. A Survey on Power Gating Techniques in Low Power VLSI Design -- Chapter 31. Phase Based Mel Frequency Cepstral Coefficients for Speaker Identification -- |
| Record Nr. | UNINA-9910254248803321 |
| New Delhi : , : Springer India : , : Imprint : Springer, , 2016 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Information Systems Design and Intelligent Applications [[electronic resource] ] : Proceedings of Third International Conference INDIA 2016, Volume 2 / / edited by Suresh Chandra Satapathy, Jyotsna Kumar Mandal, Siba K. Udgata, Vikrant Bhateja
| Information Systems Design and Intelligent Applications [[electronic resource] ] : Proceedings of Third International Conference INDIA 2016, Volume 2 / / edited by Suresh Chandra Satapathy, Jyotsna Kumar Mandal, Siba K. Udgata, Vikrant Bhateja |
| Edizione | [1st ed. 2016.] |
| Pubbl/distr/stampa | New Delhi : , : Springer India : , : Imprint : Springer, , 2016 |
| Descrizione fisica | 1 online resource (746 p.) |
| Disciplina | 004.21 |
| Collana | Advances in Intelligent Systems and Computing |
| Soggetto topico |
Computational intelligence
Signal processing Image processing Speech processing systems Artificial intelligence Computational Intelligence Signal, Image and Speech Processing Artificial Intelligence |
| ISBN | 81-322-2752-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Chapter 1. A Short Run Length Descriptor for Image Retrieval -- Chapter 2. A New Curvelet Based Blind Semi-fragile Watermarking Scheme for Authentication and Tamper Detection of Digital Images -- Chapter 3. Indexing Video by the Content -- Chapter 4. EIDPS: An Efficient Approach to Protect the Network and Intrusion Prevention -- Chapter 5. Slot Utilization and Performance Improvement in Hadoop Cluster -- Chapter 6. An Efficient Educational Data Mining Approach to Support E-Learning -- Chapter 7. A Re-ranking Approach Personalized Web Search Results by Using Privacy Protection -- Chapter 8. An Efficient Virtualization Server Infrastructure for e-Schools of India -- Chapter 9. A Novel Approach for Horizontal Privacy Preserving Data Mining -- Chapter 10. Randomized Cryptosystem Based on Linear Transformation -- Chapter 11. Literature Survey to Improve Image Retrieval Efficiency by Visual Attention Model -- Chapter 12. Substrate Integrated Waveguide Based 4-port Crossover for Beam-forming Applications -- Chapter 13. Computational Model of Pixel Wise Temperature Prediction for Liver Tumor by High Intensity Focused Ultrasound Ablations -- Chapter 14. Implementation of Server Load Balancing in Software Defined Networking.-Chapter 15. Building Stateful Firewall Over Software Defined Networking -- Chapter 16. A Proposed Framework to Adopt Mobile App in ‘e-District’ Projects to Move One Step ahead for Successful Implementation -- Chapter 17. A Semantic Framework to Standardize Cloud Adoption Process -- Chapter 18. Analysis of Efficiency of Classification and Prediction Algorithms (kNN) for Breast Cancer Dataset -- Chapter 19. A Novel Genetic Algorithm and Particle Swarm Optimization for Data Clustering -- Chapter 20. Design Issues of Big Data Parallelisms -- Chapter 21. Revised ECLAT Algorithm for Frequent Itemset Mining -- Chapter 22. User-interface Design Framework for e-learning through Mobile Devices -- Chapter 23. Application of Three Different Artificial Neural Network Architectures for Voice Conversion -- Chapter 24. Foreground Background Segmentation For Video Processing through Dynamic Hand Gestures -- Chapter 25. Load Encroachment Detection Algorithm for Digital Signal Processor Based Numerical Relay -- Chapter 26. K-Nearest Neighbour and Boundary Cutting Algorithm for Intrusion Detection System -- Chapter 27. Analysis of Electromagnetic Radiation from Cellular Networks considering Geographical Distance and Height of the Antenna -- Chapter 28. Revitalizing VANET Communication Using Bluetooth Devices -- Chapter 29. Virtual Manipulation: An On-screen Interactive Visual Design for Science Learning -- Chapter 30. Bundle Block Detection Using Genetic Neural Network -- Chapter 31. Tools for Data Visualization in Business Intelligence: Case Study Using the Tool Qlikview -- Chapter 32. Application of Support Vector Machines for Fast and Accurate Contingency Ranking in Large Power System -- Chapter 33. A Novel Circular Monopole Fractal Antenna for Bluetooth and UWB Applications with Subsequent Increase in Gain Using Frequency Selective Surfaces -- Chapter 34. Application of Clustering for Improving Search Result of a Website -- Chapter 35. Performance Evaluation of Basic Selfish Node Detection Strategy on Delay Tolerant Networking Routing Protocols -- Chapter 36. Dynamic Texture Recognition: A Review -- Chapter 37. Performance Analysis of Fully Depleted Ultrathin-body (FD UTB) SOI MOSFET Based CMOS Inverter Circuit for Low Power Digital Applications -- Chapter 38. Mathematical Vector Quantity Modulated Three Phase Four Leg Inverter -- Chapter 39. 21st C New Technologies: A Pathway to Inclusive and Sustainable Growth -- Chapter 40. Dual Image Based Reversible Data Hiding Scheme Using Three Pixel Value Difference Expansion -- Chapter 41. Design of Adaptive Filter Using Vedic Multiplier for Low Power -- Chapter 42. Issues and Approaches to Design of a Range Image Face Database -- Chapter 43. A Secure Homomorphic Routing Technique in Wireless Mesh Network (HRT for WMN) -- Chapter 44. Fuzzy Based Fault Location Estimation during Unearthed Open Conductor Faults in Double Circuit Transmission Line -- Chapter 45. Optimization in Round Robin Process Scheduling Algorithm -- Chapter 46. Frequency Dependent Lumped Model of Twin Band MIMO Antenna -- Chapter 47. A Novel Framework for Integrating Data Mining Techniques to Software Development Phases -- Chapter 48. Survey of Improved k-means Clustering Algorithms: Improvements, Shortcomings and Scope for further Enhancement and Scalability -- Chapter 49. Attack Identification Framework for IoT Devices -- Chapter 50. Compact Coalescence Clustering Algorithm (C3A) - A GIS Anchored Approach of Clustering Discrete Points -- Chapter 51. Miniaturized UWB BPF with a Notch Band at 5.8 GHz Using Cascaded Structure of Highpass and Lowpass Filter -- Chapter 52. Dual-Band Microstrip Fed Monopole Patch Antenna for WiMAX and WLAN Applications -- Chapter 53. Script Based Trilingual Handwritten Word Level Multiple Skew Estimation -- Chapter 54. Deep Convolutional Neural Network Classifier for Handwritten Devanagari Character Recognition -- Chapter 55. A Clustering-based Generic Interaction Protocol for Multi-agent Systems -- Chapter 56. An Improved Content Based Medical Image Retrieval System Using Integrated Steerable Texture Components and User Interactive Feedback Method -- Chapter 57. Improvement of Stability by Optimal Location with Tuning STATCOM Using Particle Swarm Optimization Algorithm -- Chapter 58. Identifying Crop Specific Named Entities from Agriculture Domain Using Semantic Vector -- Chapter 59. MED-HYREC: A Recommendation System for Medical Domain -- Chapter 60. Statistical and Linguistic Knowledge Based Speech Recognition System: Language Acquisition Device for Machines -- Chapter 61. Energy Stability in Cloud for Web Page Ranking -- Chapter 62. Web Based System Design Using Session Relevancy -- Chapter 63. Design of IOT Based Architecture Using Real Time Data -- Chapter 64. Performance Evaluation of Classifier Combination Techniques for the Handwritten Devanagari Character Recognition -- Chapter 65. An Improved Kuan Algorithm for Despeckling of SAR Images -- Chapter 66. GSM Based Automated Detection Model for Improvised Explosive Devices -- Chapter 67. Review on Video Watermarking Techniques in Spatial and Transform Domain -- Chapter 68. Musical Noise Reduction Capability of Various Speech Enhancement Algorithms -- Chapter 69. Model with Cause and Effect for MANET (M-CEM) -- Chapter 70. Parameters Quantification of Genetic Algorithm -- Chapter 71. Emotion recognition: A Step Ahead of Traditional Approaches -- Chapter 72. Evaluation of Genetic Algorithm’s Selection Methods -- Chapter 73. An Amalgated Strategy for Iris Recognition Employing Neural Network and Hamming Distance -- Chapter 74. A Comparative Investigation of Sample vs. Normal Map for Effective BigData Processing -- Chapter 75. Big Data Management System for Personal Privacy Using SW and SDF. |
| Record Nr. | UNINA-9910254249103321 |
| New Delhi : , : Springer India : , : Imprint : Springer, , 2016 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Intelligent Computing and Communication [[electronic resource] ] : Proceedings of 3rd ICICC 2019, Bangalore / / edited by Vikrant Bhateja, Suresh Chandra Satapathy, Yu-Dong Zhang, V. N. Manjunath Aradhya
| Intelligent Computing and Communication [[electronic resource] ] : Proceedings of 3rd ICICC 2019, Bangalore / / edited by Vikrant Bhateja, Suresh Chandra Satapathy, Yu-Dong Zhang, V. N. Manjunath Aradhya |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Singapore : , : Springer Singapore : , : Imprint : Springer, , 2020 |
| Descrizione fisica | 1 online resource (xxii, 860 pages) : illustrations |
| Disciplina | 006.3 |
| Collana | Advances in Intelligent Systems and Computing |
| Soggetto topico |
Computational intelligence
Artificial intelligence Computer communication systems Electrical engineering Computational Intelligence Artificial Intelligence Computer Communication Networks Communications Engineering, Networks |
| ISBN | 981-15-1084-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Task Scheduling in Heterogeneous Cloud Environment- A Survey -- Improving the Efficiency of Ensemble Classifier Adaptive Random Forest with Meta Level Learning for Real Time Data Streams -- Plain Text Encryption using Sudoku Cipher -- Performance Comparison between Different Dispersion Compensation methods in an Optical Link -- First Steps in The Automatic Classification of Legal Sentences -- The Dissociation between Polarity and Emotional Tone as an Early Indicator of Cognitive Impairment: Second Round -- Congestion Control in Optical Burst Switched Networks Using Differential Evolution Optimization -- Locality Parameters For Privacy Preserving Protocol And Detection Of Malicious Third-Party Auditors In Cloud Computing -- Analysis of NaCl electrolyte based SOI-ISFET pH Sensor -- Quantitative Modeling and Simulation for Stator Inter-turn Fault Detection in Industrial Machine -- CMOS Based XOR Gate Design for Full Swing Output Voltage and Minimum Power Delay Product (PDP) -- Potential Threat Detection from Industrial Accident Reports Using Text Mining -- Bagging for Improving Accuracy of Diabetes Classification -- Two way Handshake User Authentication Scheme for E-Banking System -- Periocular Biometrics for non-ideal images using Deep Convolutional Neural Networks -- An Elliptic Curve Cryptography based Multi-Server Authentication Scheme using Cancelable Biometrics -- Dynamic TDMA Scheduling for Topology Controlled Clustering in Wireless Sensor Networks -- Deep Learning-Based Music Chord Family Identification -- A Multilevel CNN Architecture for Character Recognition from Palm Leaf Images -- Novel Multimodel Approach For Marathi Speech Emotion Detection -- Assessment of Autistic Disorder Using Machine Learning Approach -- Use of Data Mining Techniques for Data Balancing and Fraud Detection in Automobile Insurance Claims -- Application of Generalized Possibilistic Fuzzy C-Means Clustering for User-profiling in Mobile Networks -- A Method to Detect Blink from the EEG Signal -- Power Efficient Reversible Logic Design of S-Box for N-Bit AES -- Salient edge(s) and region(s) extraction for RGB-D image -- Web Text Categorization: A LSTM-RNN Approach -- Closed-set Device-independent Speaker identification using CNN -- A Novel and Efficient Spatiotemporal Oxygen Production Estimation Based on Land Vegetation using PNN and Convolutional Autoencoder -- A Faster Fuzzy Clustering Approach For Recommender Systems -- Saliency Detection for Semantic Segmentation of Videos -- Real World Anomaly Detection using Deep Learning -- Automatic Facial Expression Recognition using Histogram oriented Gradients (HoG) of Shape Information Matrix -- Quality Enhancement of The Compressed Image Using Super Resolution -- Power Allocation mechanism in Uplink NOMA using Evolutionary Game Theory -- Performance Analysis of Convolutional Neural Networks for Exudate Detection in Fundus Images -- The role of parallelism for Rust Defect Recognition using digital image processing -- An Enhanced Bit-Map-Assisted Energy-Efficient MAC Protocol for Wireless Sensor Networks -- Intuitionistic Fuzzy Logic Controller over the Irrigation Field to Optimized Water Utilization -- Energy Efficient Hybrid Firefly-Crow Optimization Algorithm for VM Consolidation -- Keyless, Robust and Cost-Effective Privacy Protection Algorithm for Videos Using Steganography -- Detection of Epileptic Seizures in EEG - Inspired by Machine Learning Techniques -- Automated Video Surveillance System Using Video Analytics -- On Decision Making Supporting the Shift from Fossil to Renewable Energy Sources within the Norwegian Maritime Transport Sector -- Context Aware Personalized Mobile Learning -- An Evolutionary Algorithmic Framework to Solve Multi-Objective Optimization Problems with Variable Length Chromosome Population -- Irrigation System Automation using Finite State Machine Model and Machine Learning Techniques -- EVaClassifier using Linear SVM Machine Learning Algorithm -- MFCC - based Bangla vowel phoneme recognition from micro clips -- Supporting QoE-aware Live Streaming over Peer to Peer Network -- Action Recognition Using 3D CNN and LSTM for Video Analytics -- A Large Scale Implementation Using MapReduce Based SVM for Tweets Sentiment Analysis -- Chatbot: Integration of Applications within Slack Channel -- A cost-effective sampling strategy for monitoring soil pH value in small scale smart farming -- Hybrid Music Recommendation System based on Temporal Effects -- Differential-Huffman Coding Approach for Lossless Compression of Medical Images -- Detecting Toxicity with Bidirectional Gated Recurrent Unit Networks -- A Design of 12 Bit Low Power Pipelined ADC Using TIQ Technique -- Multi Scale Template Matching To Denoise Epigraphical Estampages -- Security Issues Due to Vulnerabilities in The Virtual Machine of Cloud Computing -- A TFD Approach to Stock Price Prediction -- Recognizing and Refinement of Contorted Fingerprint Based on Various Unique Fingerprint Images -- Assessment of Groundwater potential using neural network: A case study -- Data Leakage Prevention and Detection Techniques Using Internet Protocol Address -- Recognition of Handwritten Kannada Characters Using Unsupervised Learning Method -- Despeckling of Synthetic Aperture Radar (SAR) Images using Local Statistics based Adaptive Filtering -- A Wind Energy Supported DSTATCOM For Real And Reactive Power Support For A Linear Three Phase Industrial Load -- Solving Combined Economic and Emission Dispatch Problem Using Hybrid RGA-De Algorithm -- Performance Analysis of ST-type Module for Nearest Level Control Scheme based Asymmetric 17-level Multilevel Inverter Fed Single Phase Induction Motor -- Performance Analysis Of Classification Algorithm In Machine Learning Over Air Pollution Data Base -- Face Recognition With Voice Assistance For The Visually Challenged -- An Biometric Based Embedded System For E-Verification Of Vehicle Users For Rto -- Comparative Analysis of Apache Spark and Hadoop Map Reduce using various parameters and execution time -- A Fuzzy Approach to Spatio-Temporal Analysis for Pedestrian Surveillance -- Human Action Recoginition in Unconstrained Videos using Deep Learning Techniques -- A Multi-resolution Face Verification System for Crowd Images across Varying Illuminations -- A New Approach for Matrix Completion using Arrow Relation of FCA in Recommender Systems -- Data Mining Techniques for Videos Subscribers of Google YouTube -- Prevalence of HCV in Shopian: Using Data Visualization (Data Mining) -- Similarity Analysis of Residual Frames for Inter Frame Forgery Detection in Video -- DNA Sequence Alignment using Dynamic Programming -- Facial Landmark Localization Using an Ensemble of Regression Trees on PC Game Controlling -- Continuous Gait Authenticationagainst Unauthorized Smartphone Access through Naıve Bayes Classifier. |
| Record Nr. | UNINA-9910483738803321 |
| Singapore : , : Springer Singapore : , : Imprint : Springer, , 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Intelligent Computing and Information and Communication [[electronic resource] ] : Proceedings of 2nd International Conference, ICICC 2017 / / edited by Subhash Bhalla, Vikrant Bhateja, Anjali A. Chandavale, Anil S. Hiwale, Suresh Chandra Satapathy
| Intelligent Computing and Information and Communication [[electronic resource] ] : Proceedings of 2nd International Conference, ICICC 2017 / / edited by Subhash Bhalla, Vikrant Bhateja, Anjali A. Chandavale, Anil S. Hiwale, Suresh Chandra Satapathy |
| Edizione | [1st ed. 2018.] |
| Pubbl/distr/stampa | Singapore : , : Springer Singapore : , : Imprint : Springer, , 2018 |
| Descrizione fisica | 1 online resource (XVIII, 747 p. 323 illus.) |
| Disciplina | 006.3 |
| Collana | Advances in Intelligent Systems and Computing |
| Soggetto topico |
Computational intelligence
Electrical engineering Data mining Computational Intelligence Communications Engineering, Networks Data Mining and Knowledge Discovery |
| ISBN | 981-10-7245-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Preface -- Organizing Committee -- About the editors -- Table of Contents -- 71 papers -- Author Index. |
| Record Nr. | UNINA-9910299898803321 |
| Singapore : , : Springer Singapore : , : Imprint : Springer, , 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Intelligent data engineering and analytics : proceedings of the 9th International Conference on Frontiers in Intelligent Computing: Theory and Applications (FICTA 2021) / / Vikrant Bhateja [and three others] editors
| Intelligent data engineering and analytics : proceedings of the 9th International Conference on Frontiers in Intelligent Computing: Theory and Applications (FICTA 2021) / / Vikrant Bhateja [and three others] editors |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Singapore : , : Springer, , [2023] |
| Descrizione fisica | 1 online resource (627 pages) |
| Disciplina | 006.3 |
| Collana | Smart innovation, systems and technologies |
| Soggetto topico | Computational intelligence |
| ISBN | 981-19-7524-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | AgriBlockchain: Agriculture supply chain using blockchain -- A Triple Band High Gain Antenna Using Metamaterial -- Hybrid Energy Systems Integrated Power System Imbalance Cost Calculation using Moth Swam Algorithm -- Lightweight Privacy Preserving Framework at Edge Layer in IoT -- Concept drift aware analysis of learning engagement during Covid 19 pandemic using adaptive windowing -- MPA Optimized Model Predictive Controller for Optimal Control of an AVR system -- Optimal Power Flow Considering Uncertainty of Renewable Energy Sources Using Meta-Heuristic Algorithm -- Remote Sensing Image Fusion Based on PCA and Wavelets -- Physical Layer Security in MIMO Relay Based Cognitive Radio Network -- Weighted Low Rank and Sparse Matrix Decomposition Models for Separating Background and Foreground in Dynamic MRI -- A Novel Approach For Bug Triaging Using TOPSIS -- Energy Efficient Resource Allocation in Cognitive Radio Networks -- A Hybrid Feature Selection Framework for Breast Cancer Prediction using Mutual Information and AdaBoost-RFE -- Internet of Things enabled Irrigation System in Precision Agriculture -- Medical Internet of Things and Data Analytics for Post-Covid Care: An Analysis -- ECG Biometric Recognition by Convolutional Neural Networks with Transfer Learning using Random Forest Approach -- Design and Analysis of a Metamaterial Based Butterworth Microstrip Filter -- A Review of Financial Fraud Detection in E-Commerce using Machine Learning. |
| Record Nr. | UNINA-9910674345903321 |
| Singapore : , : Springer, , [2023] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Intelligent Data Engineering and Analytics : Proceedings of the 11th International Conference on Frontiers of Intelligent Computing / / Vikrant Bhateja [and four others], editors
| Intelligent Data Engineering and Analytics : Proceedings of the 11th International Conference on Frontiers of Intelligent Computing / / Vikrant Bhateja [and four others], editors |
| Edizione | [First edition.] |
| Pubbl/distr/stampa | Singapore : , : Springer, , [2023] |
| Descrizione fisica | 1 online resource (633 pages) |
| Disciplina | 006.3 |
| Collana | Smart Innovation, Systems and Technologies Series |
| Soggetto topico | Computational intelligence |
| ISBN | 981-9967-06-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Contents -- About the Editors -- 1 Artificial Bee Colony for Automated Black-Box Testing of RESTful API -- 1.1 Introduction -- 1.2 Aims and Contributions -- 1.3 Literature Survey -- 1.4 ABC Algorithm -- 1.5 Proposed Approach -- 1.6 Experiments and Results -- 1.7 Conclusion -- References -- 2 Classifying Human Activities Using Machine Learning and Deep Learning Techniques -- 2.1 Introduction -- 2.2 Problem Description -- 2.2.1 Dataset Description -- 2.2.2 Exploratory Data Analysis -- 2.3 Related Literature -- 2.4 Proposed Approach -- 2.4.1 Machine Learning Models -- 2.4.2 Deep Learning Models -- 2.5 Results -- 2.6 Conclusion and Future Scope -- References -- 3 Explainable Artificial Intelligence and Mobile Health for Treating Eating Disorders in Young Adults with Autism Spectrum Disorder Based on the Theory of Change: A Mixed Method Protocol -- 3.1 Background -- 3.2 Aims and Objectives -- 3.3 Method -- 3.3.1 Study Design -- 3.3.2 Participants -- 3.3.3 Recruitment -- 3.3.4 Sample Size -- 3.4 Data Analysis -- 3.5 Outcome -- 3.6 Dissemination -- 3.7 Limitation -- 3.8 Impact -- References -- 4 Novel Deep Learning Models for Optimizing Human Activity Recognition Using Wearable Sensors: An Analysis of Photoplethysmography and Accelerometer Signals -- 4.1 Introduction -- 4.1.1 Contributions of the Research Work -- 4.2 Description of the Dataset -- 4.3 Proposed Models -- 4.3.1 ResTime: Residual Network for Time Series -- 4.3.2 Minception: Minimized Inception Architecture -- 4.4 Experiment Results and Discussions -- 4.4.1 ResTime Model Result -- 4.4.2 Minception Model Results -- 4.4.3 Discussions and Performance Comparison -- 4.5 Conclusions and Future Directions -- References -- 5 Link Prediction in Complex Networks: An Empirical Review -- 5.1 Introduction -- 5.1.1 Problem Statement -- 5.2 Link Prediction Measures.
5.2.1 Neighborhood-Based Measures -- 5.3 Experimentation and Results -- 5.3.1 Data Set Description -- 5.3.2 Evaluation Metrics -- 5.3.3 Results -- 5.4 Conclusion -- References -- 6 High Utility Itemset Mining and Inventory Management: Theory and Use Cases -- 6.1 Introduction to High Utility Itemset Mining -- 6.2 Inventory Management and Uses -- 6.3 Motivations and Contributions -- 6.3.1 Motivations -- 6.3.2 Contributions -- 6.4 High Utility Itemset Mining Use Cases to Inventory Management -- 6.4.1 Examples -- 6.4.2 Use Cases -- 6.5 Future Directions and Conclusions -- References -- 7 Using Clustering Approach to Enhance Prioritization of Regression Test Cases -- 7.1 Introduction -- 7.2 Background Studies and Related Work -- 7.3 Experimental Result and Analysis -- 7.4 Conclusion -- References -- 8 Nucleus Segmentation Using Adaptive Thresholding for Analysis of Blood and Bone Marrow Smear Images -- 8.1 Introduction -- 8.2 Proposed Approach of Contrast Stretching and Colour-Based Segmentation -- 8.2.1 Contrast Stretching Using Dark Contrast Algorithm (DCA) -- 8.2.2 Colour-Based Segmentation Using Adaptive Thresholding -- 8.3 Experimental Results and Analysis -- 8.3.1 Dataset -- 8.3.2 Simulation Results and Analysis -- 8.4 Conclusion -- References -- 9 A Systematic Review on Automatic Speech Recognition for Odia Language -- 9.1 Introduction -- 9.2 Data Collection Techniques in ASR -- 9.3 Related Work -- 9.4 Toolkits and Online Resources -- 9.5 Proposed Model for ASR -- 9.6 Discussion and Future Scope -- References -- 10 A Study on Influence Maximization in Complex Networks -- 10.1 Introduction -- 10.2 State of the Art -- 10.3 Conclusion -- References -- 11 A Survey on Smart Hydroponics Farming: An Integration of IoT and AI-Based Efficient Alternative to Land Farming -- 11.1 Introduction -- 11.1.1 Different Types of Agriculture Process. 11.1.2 Hydroponics -- 11.1.3 Techniques of Hydroponics -- 11.1.4 Why Hydroponics Over Other Smart Agriculture Procedures -- 11.2 Related Work -- 11.3 Methodology -- 11.3.1 Intelligent Farming -- 11.3.2 IoT-Based Farming -- 11.3.3 Intelligent Agriculture -- 11.4 Discussion -- 11.5 Conclusion -- References -- 12 Angiosperm Genus Classification by RBF-SVM -- 12.1 Introduction -- 12.2 Methodology -- 12.2.1 Checking the PDF File Gray-Level Co-Occurrence Matrices -- 12.2.2 Radial Basis Function Kernel Support Vector Machine -- 12.2.3 Multi-class Classification Using SVM -- 12.2.4 Classification -- 12.3 Experiment -- 12.3.1 Dataset -- 12.3.2 Cross-Validation Results -- 12.4 Conclusion -- References -- 13 Signage Detection Based on Adaptive SIFT -- 13.1 Introduction -- 13.2 Method -- 13.2.1 Overview -- 13.2.2 Build SM -- 13.2.3 Signage Identification Based on SIFT Matching -- 13.3 Experimental Results -- 13.4 Conclusion -- References -- 14 Surface Electromyography Assisted Hand Gesture Recognition Using Bidirectional LSTM and Unidirectional LSTM for the Hearing Impaired -- 14.1 Introduction -- 14.2 Related Works -- 14.3 Proposed Methodology -- 14.3.1 Long Short-Term Memory (LSTM) -- 14.3.2 Bi-LSTM -- 14.3.3 Deep Stacked LSTM -- 14.3.4 Proposed Stacked Bidirectional and Unidirectional LSTM -- 14.4 Experiment -- 14.4.1 Data Acquisition -- 14.4.2 Data Preprocessing -- 14.4.3 Model Architecture -- 14.5 Results -- 14.6 Conclusions -- References -- 15 The Potential of Using Corpora and Concordance Tools for Language Learning: A Case Study of 'Interested in (Doing)' and 'Interested to (Do)' -- 15.1 Introduction -- 15.2 Methodology -- 15.2.1 Corpus Tools -- 15.2.2 Stages of Investigation -- 15.3 Results -- 15.3.1 Stage One: A General Picture -- 15.3.2 Stage Two: Verbs that Occur in the Two Constructions -- 15.3.3 Stage Three: In-Depth Observations and the Rules. 15.4 Discussion and Conclusion -- References -- 16 Analysis of Various Video-Based Human Action Recognition Techniques Using Deep Learning Techniques -- 16.1 Introduction -- 16.2 Literature Review -- 16.2.1 Classification of Human Action Recognition Methods -- 16.3 Research Gaps -- 16.4 Analysis and Discussion -- 16.4.1 Analysis Based on Techniques -- 16.4.2 Analysis Using Evaluation Metrics -- 16.5 Conclusion -- References -- 17 Penetration Testing of Web Server Using Metasploit Framework and DVWA -- 17.1 Introduction -- 17.2 Problem Statement -- 17.3 Our Implementation -- 17.4 Conclusion -- References -- 18 Periodic Rampart Line Inspired Circular Microstrip Patch Antenna -- 18.1 Introduction -- 18.2 Antenna Design -- 18.3 Results and Discussion -- 18.4 Conclusions -- References -- 19 A Deep Learning-Based Prediction Model for Wellness of Male Sea Bass Fish -- 19.1 Introduction -- 19.2 Literature Study -- 19.3 Proposed Work -- 19.3.1 Dataset -- 19.3.2 Preprocessing -- 19.3.3 Design Methodology -- 19.4 Results and Observations -- 19.5 Advantages -- 19.6 Conclusion -- 19.7 Future Work -- References -- 20 Depression Detection Using Deep Learning -- 20.1 Introduction -- 20.2 Literature Survey -- 20.3 Methods and Experimental Procedure -- 20.3.1 Feed-Forward Deep Neural Network (FNN) -- 20.3.2 Simple Recurrent Neural Network (RNN) -- 20.3.3 Long Short-Term Memory (LSTM) -- 20.3.4 Gated Recurrent Units (GRU) -- 20.3.5 Convolutional Neural Network (CNN) -- 20.3.6 Sigmoid -- 20.3.7 Binary Cross-Entropy Loss -- 20.4 Results and Discussion -- 20.4.1 Dataset Description -- 20.4.2 Evaluation Metrics -- 20.4.3 Performance of the Deep Learning Models -- 20.5 Conclusion -- References -- 21 Fusion of Variational Autoencoder-Generative Adversarial Networks and Siamese Neural Networks for Face Matching -- 21.1 Introduction -- 21.1.1 About Variational Auto-Encoders. 21.1.2 About Generative Adversarial Networks -- 21.1.3 Applications of Face Matching -- 21.2 Related Works -- 21.3 Methodology -- 21.4 Results -- 21.5 Conclusion and Future Scope -- References -- 22 An Invasion Detection System in the Cloud That Use Secure Hashing Techniques -- 22.1 Introduction -- 22.2 Literature Review -- 22.3 Proposed System -- 22.4 Methodology -- 22.5 Experimental Results -- 22.6 Conclusion -- References -- 23 Detection of Suspicious Human Activities from Surveillance Camera Using Neural Networks -- 23.1 Introduction -- 23.2 Related Work -- 23.3 Existing System -- 23.4 Proposed System -- 23.4.1 Uploading Video Input File -- 23.4.2 Frames Processing by CNN Model -- 23.4.3 Detecting Suspicious Images -- 23.5 Architecture -- 23.6 Process Execution -- 23.7 Results -- 23.8 Future Scope -- 23.9 Conclusion -- References -- 24 High Resolution Remote Sensing Image Classification Using Convolutional Neural Networks -- 24.1 Introduction -- 24.2 Related Work -- 24.2.1 Grey Level Co-occurrence Matrix and Statistical Parameters (GLCM) -- 24.2.2 Feature Selection -- 24.2.3 Image Classification -- 24.3 Proposed Methodology -- 24.3.1 Pre-processing of Data -- 24.3.2 Conventional Neural Networks -- 24.4 Experimental Results -- 24.5 Conclusion -- References -- 25 FSVM: Time Series Forecasting Using Fuzzy Support Vector Machine -- 25.1 Introduction -- 25.2 Background -- 25.2.1 Concept of Time Series -- 25.2.2 Concept of Time Series Forecasting (TSF) -- 25.2.3 Conventional Sets and Fuzzy Sets -- 25.2.4 Support Vector Machine (SVM) -- 25.3 Proposed Fuzzy SVM Model -- 25.4 Experimental Analysis -- 25.4.1 Accuracy Measures Using RMSE and SMAPE -- 25.4.2 Performance Analysis by Considering All Datasets Together -- 25.5 Conclusions -- References -- 26 Deep Learning Framework for the Detection of Invasive Ductal Carcinoma -- 26.1 Introduction. 26.2 Literature Survey. |
| Record Nr. | UNINA-9910766886203321 |
| Singapore : , : Springer, , [2023] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Intelligent Data Engineering and Analytics [[electronic resource] ] : Frontiers in Intelligent Computing: Theory and Applications (FICTA 2020), Volume 2 / / edited by Suresh Chandra Satapathy, Yu-Dong Zhang, Vikrant Bhateja, Ritanjali Majhi
| Intelligent Data Engineering and Analytics [[electronic resource] ] : Frontiers in Intelligent Computing: Theory and Applications (FICTA 2020), Volume 2 / / edited by Suresh Chandra Satapathy, Yu-Dong Zhang, Vikrant Bhateja, Ritanjali Majhi |
| Edizione | [1st ed. 2021.] |
| Pubbl/distr/stampa | Singapore : , : Springer Singapore : , : Imprint : Springer, , 2021 |
| Descrizione fisica | 1 online resource (740 pages) |
| Disciplina | 006.3 |
| Collana | Advances in Intelligent Systems and Computing |
| Soggetto topico |
Computational intelligence
Electrical engineering Data mining Big data Computational Intelligence Communications Engineering, Networks Data Mining and Knowledge Discovery Big Data |
| ISBN | 981-15-5679-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Classification of dry/wet snow using Sentinel-2 high spatial resolution optical data -- Potential of Robust Face Recognition from real-time CCTV video stream for Biometric Attendance using Convolutional Neural Network -- ATM Theft Investigation using Convolutional Neural Network -- "Classification and Prediction of Rice Crop Diseases using CNN & PNN" -- SAGRU : A Stacked Autoencoder based Gated Recurrent Unit Approach to Intrusion Detection -- COMPARISON OF KNN AND SVM ALGORITHMS TO DETECT CLINICAL MASTITIS IN COWS USING INTERNET OF ANIMAL HEALTH THINGS -- Two-way face scrutinizing system for elimination of proxy attendances using deep learning -- Ontology driven Sentiment Analysis in Indian Healthcare Sector -- Segmentation of Nuclei in Microscopy Images across Varied Experimental Systems -- Transitional and parallel approach of PSO and SGO for solving optimization problems. |
| Record Nr. | UNINA-9910483937303321 |
| Singapore : , : Springer Singapore : , : Imprint : Springer, , 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Intelligent Data Engineering and Analytics : Frontiers in Intelligent Computing: Theory and Applications (FICTA 2020), Volume 2 / / edited by Suresh Chandra Satapathy, Yu-Dong Zhang, Vikrant Bhateja, Ritanjali Majhi
| Intelligent Data Engineering and Analytics : Frontiers in Intelligent Computing: Theory and Applications (FICTA 2020), Volume 2 / / edited by Suresh Chandra Satapathy, Yu-Dong Zhang, Vikrant Bhateja, Ritanjali Majhi |
| Edizione | [1st ed. 2021.] |
| Pubbl/distr/stampa | Springer Singapore, 2021 |
| Descrizione fisica | 1 online resource (740 pages) |
| Disciplina | 006.3 |
| Collana | Advances in Intelligent Systems and Computing |
| Soggetto topico |
Computational intelligence
Electrical engineering Data mining Big data Computational Intelligence Communications Engineering, Networks Data Mining and Knowledge Discovery Big Data |
| ISBN | 981-15-5679-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Classification of dry/wet snow using Sentinel-2 high spatial resolution optical data -- Potential of Robust Face Recognition from real-time CCTV video stream for Biometric Attendance using Convolutional Neural Network -- ATM Theft Investigation using Convolutional Neural Network -- "Classification and Prediction of Rice Crop Diseases using CNN & PNN" -- SAGRU : A Stacked Autoencoder based Gated Recurrent Unit Approach to Intrusion Detection -- COMPARISON OF KNN AND SVM ALGORITHMS TO DETECT CLINICAL MASTITIS IN COWS USING INTERNET OF ANIMAL HEALTH THINGS -- Two-way face scrutinizing system for elimination of proxy attendances using deep learning -- Ontology driven Sentiment Analysis in Indian Healthcare Sector -- Segmentation of Nuclei in Microscopy Images across Varied Experimental Systems -- Transitional and parallel approach of PSO and SGO for solving optimization problems. |
| Record Nr. | UNINA-9910863124203321 |
| Springer Singapore, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Intelligent Engineering Informatics [[electronic resource] ] : Proceedings of the 6th International Conference on FICTA / / edited by Vikrant Bhateja, Carlos A. Coello Coello, Suresh Chandra Satapathy, Prasant Kumar Pattnaik
| Intelligent Engineering Informatics [[electronic resource] ] : Proceedings of the 6th International Conference on FICTA / / edited by Vikrant Bhateja, Carlos A. Coello Coello, Suresh Chandra Satapathy, Prasant Kumar Pattnaik |
| Edizione | [1st ed. 2018.] |
| Pubbl/distr/stampa | Singapore : , : Springer Singapore : , : Imprint : Springer, , 2018 |
| Descrizione fisica | 1 online resource (657 pages) |
| Disciplina | 006.3 |
| Collana | Advances in Intelligent Systems and Computing |
| Soggetto topico |
Computational intelligence
Artificial intelligence Computational complexity Microprogramming Mobile computing Computational Intelligence Artificial Intelligence Complexity Control Structures and Microprogramming Mobile Computing |
| ISBN | 981-10-7566-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 1. Assessment of Integrity Auditing Protocols for Outsourced Big Data -- 2. A New Term Weight Measure for Gender Prediction in Author Profiling -- 3. Image Encryption Based on Arnold Cat Map and GA operator. -- 4. SVM Based Method for Identification and Recognition of Faces by using Feature Distances -- 5. Content-Aware Reversible Data Hiding: Urhs -- 6. Application of TF-IDF Feature for Categorizing Documents of Online Bangla Web Text Corpus -- 7. An Ensemble Learning based Bangla Phoneme Recognition System using LPCC-2 Features -- 8. Solving Uncapacitated Facility Location Problem Using Monkey Algorithm -- 9. AISLDr: Artificial Intelligent Self-Learning Doctor -- 10. Kernel-Based Naive Bayes Classifier For Medical Predictions -- 11. AKM – Augmentation Of K-Means Clustering Algorithm for Big Data -- 12. Face Recognition Using Local Binary Pattern-Blockwise Method -- 13. Social Group Optimization (SGO) for Clustering in Wireless Sensor Networks -- 14. Implementation of High Performance Floating Point Divider using Pipeline Architecture on FPGA -- 15. GA_DTNB: A Hybrid Classifier for Medical Data Diagnosis -- 16. Applications of Spiking Neural Network to Predict Software Reliability -- 17. An Optimized Rendering Solution for Ranking Heterogeneous VM Instances -- 18. Gender prediction in Author Profiling using ReliefF Feature Selection Algorithm -- 19. Optimal Coordination of Overcurrent Relays using Simulated Annealing and Brute Force Algorithms -- 20. The Close-Loop Antenna Array Control System For Automatic Optimization in LTE and 3G Network -- 21. Tumour Classification in Graph-Cut Segmented Mammograms using GLCM Features fed SVM -- 22. Improving Feature Selection using Elite Breeding QPSO on Gene dataset for Cancer Classification -- 23. Epileptic Seizure Mining Via Novel Empirical Wavelet Feature with J48 and KNN Classifier -- 24. Gallbladder Shape Estimation using Tree Seed Optimization tuned Radial Basis Function Network for Assessment of Acute Cholecystitis -- 25. Materialized View Selection using Backtracking Search Optimization Algorithm -- 26. Fractal coding for texture, satellite and gray scale images to reduce searching time and complexity -- 27. Hybrid Genetic Algorithm Differential Evolution Approach for Localization in WSN -- 28. Local Tetra Pattern Based Fruit Grading Using Different Classifiers -- 29. An Integrated Approach Incorporating Non Linear Dynamics and Machine Learning for Predictive Analytics and Delving Causal Interaction -- 30. Adaptive Channel Equalization using Decision Directed & Dispersion Minimising Equalizers trained by Variable Step size Firefly Algorithm -- 31. A Study on Wrapper Based Feature Selection Algorithm for Leukemia Dataset -- 32. Wind Converter Monitoring Using ANN -- 33. Analysis and Prototype Sequences of Face Recognition Techniques in Real time Picture Processing -- 34. Closed-set Text-independent Automatic Speaker Recognition System using VQ/GMM -- 35. Differential Evolution based Sensor Allocation for Target Tracking Application in Sensor-Cloud -- 36. Design & Analysis of Kite for Producing Power up to 2.6 Watts -- 37. RSSI based Posture Identification for Repeated and Continuous Motions in Body Area Network -- 38. Old Age Health Risk Prediction And Maintenance Via IoT devices and Artificial Neural Network -- 39. Computational intelligence based Chaotic Time series Prediction using Evolved Neural Network -- 40. Intelligent and Integrated Books Recommendation and Best Price Identifier System using Machine Learning -- 41. Online Handwritten Bangla Character Recognition using CNN: A Deep Learning Approach -- 42. A Study on Clustering Algorithms for Large, Unstructured and Semi- structured Data -- 43. A chaotic steganography method using Ant Colony Optimization -- 44. Gene Selection for Diagnosis of Cancer in Microarray Data using Memetic Algorithm -- 45. Handwritten Bangla City Name Recognition using Shape-Context Feature -- 46. Driver Safety Approach Using Efficient Image Processing Algorithms for Driver Distraction Detection and Alerting -- 47. Feature Selection using Histogram based Multi-Objective GA for Handwritten Devanagari Numeral Recognition -- 48. Extended Kalman Filter for GPS Receiver Position Estimation -- 49. Energy Detection based Spectrum Sensing for AWGN and MIMO Wireless Channel -- 50. Spectrum Sensing using Matched Filter Detection -- 51. Multi-Antenna system Performance under ICSIT and ICSIR channel conditions -- 52. Cloud Adoption: A Future Road MAP for Indian SMEs -- 53. A Computational Intelligent Learning Architecture in Cloud Environment -- 54. Performance Scrutiny of Source and Drain Engineered Dual-Material Double-Gate (DMDG) SOI MOSFET with Various High-k -- 55. Analysis of N + N - Epi-Source Asymmetric Double Gate FD-SOI MOSFET -- 56. Solar Tracking for Optimizing Conversion Efficiency Using ANN -- 57. Human Gesture Recognition in Still Images using GMM Approach -- 58. Design of Rate 3/4, 16 States, 16 PSK, Trellis Coded Modulation Code for AWGN Channel -- 59. Baseline Correction in EMG Signals using Mathematical Morphology and Canonical Correlation Analysis -- 60. Measuring discharge using Back propagation neural network: a case study on Brahmani river basin -- 61. Prediction of suspended sediment load using Radial basis neural network -- 62. A Hybrid Task scheduling approach based on Genetic Algorithm and Particle Swarm Optimization technique in Cloud Environment -- 63. Segmentation of Edema in HGG MR Images using Convolutional Neural Networks -- 64. Real Time Sign Language Gesture (Word) Recognition from Video Sequences Using CNN and RNN -- 65. Application of Soft Computing in Crop Management -- 66. A Hybrid Shadow Removal Algorithm for Vehicle Classification in Traffic Surveillance System -- 67. Real-time Analysis of a Non Linear State Observer with Improved Disturbance Compensation for Sensorless Induction Motor. |
| Record Nr. | UNINA-9910299931403321 |
| Singapore : , : Springer Singapore : , : Imprint : Springer, , 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Intelligent system design : proceedings of INDIA 2022 / / Vikrant Bhateja [and three others], editors
| Intelligent system design : proceedings of INDIA 2022 / / Vikrant Bhateja [and three others], editors |
| Pubbl/distr/stampa | Singapore : , : Springer, , [2023] |
| Descrizione fisica | 1 online resource (577 pages) |
| Disciplina | 006.3 |
| Collana | Lecture notes in networks and systems |
| Soggetto topico |
Artificial intelligence - Computer programs
Computer science |
| ISBN | 981-19-4863-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Conference Organization Commitees -- Preface -- Contents -- Editors and Contributors -- A Framework for Early Recognition of Alzheimer's Using Machine Learning Approaches -- 1 Introduction -- 2 Related Work -- 3 Proposed Methodology -- 3.1 Model Diagram -- 3.2 CatBoost Classifier -- 3.3 Model Evaluation -- 4 Environmental Setup -- 5 Results and Discussion -- 5.1 Accuracy -- 5.2 Precision -- 5.3 Recall -- 5.4 F1-Score -- 6 Conclusion and Future Direction -- References -- On the Studies and Analyzes of Facial Detection and Recognition Using Machine Learning Algorithms -- 1 Introduction -- 2 Related Study -- 3 Facial Detection and Recognition Methods -- 3.1 Machine Learning Approach -- 3.2 Deep Learning Approach -- 4 Implementation -- 4.1 Face Detection: Haar Cascade Detection Algorithm -- 4.2 Face Recognition: Local Binary Pattern Histogram (LBPH) Algorithm -- 4.3 Detection and Recognition by GoogLeNet -- 5 Results and Discussion -- 5.1 Haar Cascade Face Detection (Machine Learning Approach) -- 5.2 LBPH Face Recognition in Real Time (Machine Learning Approach) -- 5.3 GoogLeNet Image-Based Analysis (Deep Learning Approach) -- 6 Conclusion -- References -- IPL Analysis and Match Prediction -- 1 Introduction -- 2 Literature Survey -- 3 Proposed Methodology -- 3.1 Processing the Datasets -- 3.2 Match Analysis -- 3.3 Visualization -- 3.4 Match Prediction -- 3.5 User Interface Creation -- 4 Results and Discussion -- 5 Conclusion -- References -- Application of ANN Combined with Machine Learning for Early Recognition of Parkinson's Disease -- 1 Introduction -- 2 Literature Work -- 3 Methodology -- 4 Experimental Setup -- 5 Performance Analysis and Experimentation Results -- 6 Conclusion and Future Work -- References -- People Count from Surveillance Video Using Convolution Neural Net -- 1 Introduction -- 2 Literature Review -- 3 Dataset.
4 Proposed Methodology -- 5 Results -- 6 Conclusion -- References -- Detection of Pneumonia and COVID-19 from Chest X-Ray Images Using Neural Networks and Deep Learning -- 1 Introduction -- 2 Related Work -- 3 CNN Architectures -- 4 Proposed CNN Model -- 5 Experimentation and Results -- 5.1 Dataset -- 5.2 Experiment Setup -- 5.3 Results -- 5.4 Performance Evaluation -- 6 Conclusion -- References -- Plant Leaf Disease Detection and Classification Using Deep Learning Technique -- 1 Introduction -- 2 Literature Survey -- 3 Proposed System Architecture -- 3.1 Image Acquisition -- 3.2 Image Preprocessing -- 3.3 Feature Extraction Using CNN -- 3.4 Detect and Classify Disease -- 4 Result and Analysis -- 5 Conclusion -- References -- Breast Mass Classification Using Convolutional Neural Network -- 1 Introduction -- 2 Related Works -- 3 Proposed Methodology -- 3.1 About Dataset -- 3.2 Architecture of CNN -- 4 Results and Discussion -- 5 Conclusions -- References -- Deep Generative Models Under GAN: Variants, Applications, and Privacy Issues -- 1 Introduction -- 2 Generative Adversarial Networks (GANs) -- 2.1 GAN Architecture -- 2.2 Objective Function -- 3 Existing Models and Applications -- 3.1 GAN Models -- 3.2 Applications -- 4 GANs in Privacy -- 4.1 Privacy in Data -- 4.2 Privacy in Model -- 5 Future Works -- 6 Conclusion -- References -- Fusion-Based Celebrity Profiling Using Deep Learning -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Dataset -- 3.2 Evaluation Measure -- 3.3 Stylistic Features -- 3.4 Word Embedding -- 3.5 Method -- 4 Results and Discussion -- 5 Conclusion -- References -- DeepLeaf: Analysis of Plant Leaves Using Deep Learning -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Feature Extraction -- 3.2 CNN and VGG16 -- 4 Results and Discussion -- 4.1 Comparative Analysis with Respect to Accuracy -- 5 Conclusion. References -- Potential Assessment of Wind Power Generation Using Machine Learning Algorithms for Southern Region of India -- 1 Introduction -- 2 Wind Power Technology -- 3 Methodology -- 3.1 Linear Regression -- 3.2 Support Vector Regression -- 3.3 K-Nearest Neighbour Algorithm -- 3.4 Decision Trees Regression -- 4 Performance Indices -- 4.1 Mean Absolute Error (MAE) -- 4.2 Mean Square Error (MSE) -- 4.3 Root Mean Square Error (RMSE) -- 4.4 R2 Score -- 5 Results and Discussions -- 6 Conclusions -- References -- OCR-LSTM: An Efficient Number Plate Detection System -- 1 Introduction -- 1.1 Tesseract -- 1.2 Opencv -- 1.3 Lstm -- 2 Literature Review -- 2.1 Problem Statement -- 2.2 Objective -- 3 System Model -- 3.1 Conversion of RGB Image to Gray Scale Image -- 3.2 Bilateral Filter -- 3.3 Lstm -- 4 Results and Discussion -- 5 Conclusions -- References -- Artificial Neural Network Alert Classifier for Construction Equipments Telematics (CET) -- 1 Introduction -- 2 Related Works -- 3 Problem Statement -- 4 System Model -- 4.1 Problem Formulation -- 5 Proposed Design and Methodology -- 6 Results and Discussion -- 6.1 Data Set -- 6.2 Results -- 7 Conclusions -- References -- Hybrid Approach of Modified IWD and Machine Learning Techniques for Android Malware Detection -- 1 Introduction -- 2 Related Works -- 3 Proposed Modified Version of IWD Algorithm -- 3.1 Step 1: The Static Parameters and Dynamic Parameters are Initialized -- 3.2 Step 2: Modified Edge Selection Process -- 3.3 Step 3: Updating Velocity and Soil Values -- 3.4 Step 4: Reinforcement and Termination Phase -- 4 Feature Selection Procedure Using Modified IWD -- 5 Dataset Prepossessing and Experimental Environment -- 5.1 Dataset and Preprocessing -- 5.2 Experimental Environment -- 6 Performance Evaluation Matrix -- 7 Result and Discussions -- 8 Conclusion and Future Work -- References. Intuitionistic Fuzzy 9 Intersection Matrix for Obtaining the Relationship Between Indeterminate Objects -- 1 Introduction -- 2 Preliminary Concepts -- 2.1 Intuitionistic Fuzzy Set -- 2.2 Intuitionistic Fuzzy Topological Spaces -- 2.3 Related Studies -- 3 Intuitionistic Fuzzy 9 Intersection Matrix -- 4 Application of the Proposed Definitions -- 4.1 Importance of the Proposed Definition -- 4.2 Intuitionistic Fuzzy 9 Intersection Matrix -- 5 Conclusion and Future Work -- References -- A Hybrid Model of Latent Semantic Analysis with Graph-Based Text Summarization on Telugu Text -- 1 Introduction -- 2 Related Work -- 3 Latent Semantic Analysis -- 4 Text Rank Algorithm -- 5 Proposed Algorithm -- 6 Evaluation and Experimental Results -- 7 Conclusion -- References -- A Combined Approach of Steganography and Cryptography with Generative Adversarial Networks: Survey -- 1 Introduction -- 2 Background Works -- 3 Advanced Techniques -- 4 Fallouts and Discussion -- 5 Conclusion -- References -- Real-Time Accident Detection and Intimation System Using Deep Neural Networks -- 1 Introduction -- 2 Literature Review -- 3 Methods -- 4 Results and Discussion -- 5 Conclusion -- References -- Design of Cu-Doped SnO2 Thick-Film Gas Sensor for Methanol Using ANN Technique -- 1 Introduction -- 2 Proposed Experiment -- 3 Result and Discussion -- 4 Conclusion -- References -- Detect Traffic Lane Image Using Geospatial LiDAR Data Point Clouds with Machine Learning Analysis -- 1 Introduction -- 2 Literature Survey -- 3 Proposed System -- 3.1 Land-Usage/Land-Coverage Change Analysis -- 4 Interpretation Concept -- 5 Conclusion and Future Scope -- References -- Classification of High-Dimensionality Data Using Machine Learning Techniques -- 1 Introduction -- 2 Related Work -- 3 Machine Learning Techniques -- 3.1 Naive Bayes Algorithm -- 3.2 Support Vector Machine (SVM). 3.3 K-Nearest Neighbor (KNN) Algorithm -- 3.4 Principal Component Analysis (PCA) -- 4 Proposed Model -- 5 Performance Evaluation Metrics -- 6 Result Analysis -- 7 Conclusion -- References -- To Detect Plant Disease Identification on Leaf Using Machine Learning Algorithms -- 1 Introduction -- 2 Related Work -- 3 Problem Statement -- 4 Dataset and Attributes -- 5 Application of the Outcomes -- 6 Result Analysis -- 7 Conclusion -- References -- Association and Correlation Analysis for Predicting the Anomaly in the Stock Market -- 1 Introduction -- 2 Related Work -- 3 Data Preparation -- 4 Methodology -- 4.1 Data Mining Association Rule -- 5 Results and Discussion -- 6 Conclusion -- References -- Early Identification of Diabetic Retinopathy Using Deep Learning Techniques -- 1 Introduction -- 1.1 Types of Diabetic Retinopathy -- 2 Literature Review -- 3 Methodology -- 4 Experimentation Setup -- 5 Dataset -- 6 Image Processing -- 6.1 Input Fundus Images -- 6.2 Gray Fundus Images -- 6.3 Gaussian Blur -- 7 Convolution Neural Network Models -- 7.1 Training Using ResNet50 and VGG16 -- 8 Result -- 8.1 Result of ResNet50 -- 8.2 Result of VGG16 -- 8.3 Comparison of Results -- 9 Conclusion -- 10 Future Work -- 11 Competing Interest -- References -- Performance Evaluation of MLP and CNN Models for Flood Prediction -- 1 Introduction -- 2 Study Area -- 3 Methodology -- 3.1 Mlp -- 3.2 CNN -- 3.3 Evaluating Constraint -- 4 Results and Discussions -- 5 Conclusion -- References -- Bidirectional LSTM-Based Sentiment Analysis of Context-Sensitive Lexicon for Imbalanced Text -- 1 Introduction -- 2 Related Work -- 2.1 Classification of Sentiments -- 2.2 Techniques of Supervised Learning -- 2.3 Techniques with No Supervision -- 2.4 Techniques for Semi-Supervised Learning -- 2.5 Ensemble Techniques -- 3 Proposed Methodology -- 3.1 Bidirectional Long Short-Term Memory (BLSTM). 3.2 Calculating Sentiment Scores. |
| Record Nr. | UNINA-9910627245003321 |
| Singapore : , : Springer, , [2023] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
