Intelligent Data Engineering and Analytics: Frontiers in Intelligent Computing: Theory and Applications (Ficta 2020), Volume 2, Satapathy Suresh Chandra, Zhang Yu-Dong, Bhateja Vikrant
Описание: This volume contains papers mainly focused on Data Warehousing and Mining, Machine Learning, Mobile and Ubiquitous Computing, AI, E-commerce & Distributed Computing and Soft Computing, Evolutionary Computing, Bio-inspired Computing and its Applications.
Описание: The book is a collection of high-quality peer-reviewed research papers presented at International Conference on Frontiers of Intelligent Computing: Theory and applications (FICTA 2016) held at School of Computer Engineering, KIIT University, Bhubaneswar, India during 16 - 17 September 2016.
Описание: This book is a collection of best selected research papers presented at International Conference on Intelligent and Smart Computing in Data Analytics (ISCDA 2020), held at K L University, Guntur, Andhra Pradesh, India.
Описание: Intelligent Data Sensing and Processing for Health and Well-being Applications uniquely combines full exploration of the latest technologies for sensor-collected intelligence with detailed coverage of real-case applications for healthcare and well-being at home and in the workplace. Forward-thinking in its approach, the book presents concepts and technologies needed for the implementation of today's mobile, pervasive and ubiquitous systems, and for tomorrow’s IoT and cyber-physical systems. Users will find a detailed overview of the fundamental concepts of gathering, processing and analyzing data from devices disseminated in the environment, as well as the latest proposals for collecting, processing and abstraction of data-sets. . In addition, the book addresses algorithms, methods and technologies for diagnosis and informed decision-making for healthcare and well-being. Topics include emotional interface with ambient intelligence and emerging applications in detection and diagnosis of neurological diseases. Finally, the book explores the trends and challenges in an array of areas, such as applications for intelligent monitoring in the workplace for well-being, acquiring data traffic in cities to improve the assistance of first aiders, and applications for supporting the elderly at home.
Автор: M. Arun Bhaskar; Subhransu Sekhar Dash; Swagatam D Название: International Conference on Intelligent Computing and Applications ISBN: 9811321817 ISBN-13(EAN): 9789811321818 Издательство: Springer Рейтинг: Цена: 23757.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The book is a collection of best papers presented at the International Conference on Intelligent Computing and Applications (ICICA 2018), held at Velammal Engineering College, Chennai, India on 2–3 February 2018. Presenting original work in the field of computational intelligence and power and computing technology, it focuses on soft computing applications in power systems; power-system modeling and control; FACTS devices – applications in power systems; power-system stability and switchgear and protection; power quality issues and solutions; smart grids; green and renewable energy technologies; optimization techniques in electrical systems; power electronics controllers for power systems; power converters and modeling; high voltage engineering; diagnosis and sensing systems; and robotics.
Описание: Faster Result Retrieval from Health Care Product Sales Data Warehouse using Materialized Queries.- Feature Selection using Ant Colony Optimization and Weighted Visibility Graph.- From Generic to Custom: A Survey on Role of Machine Learning in Pharmacogenomics, Its Applications and Challenges.- Personalized Structure Balance Theory Based Movie Recommendation System.- Machine Learning Techniques for the Investigation of Phishing Websites
Описание: The proceedings of the 4th International Conference on Frontiers in Intelligent Computing: Theory and Applications 2015 (FICTA 2015) serves as the knowledge centre not only for scientists and researchers in the field of intelligent computing but also for students of post-graduate level in various engineering disciplines.
Описание: Session: Fuzzy Systems Application Of Fuzzy Means Clustering For Polymer Data Mining For Making Saw Electronic Nose.- Quantitative Identification Of Volatile Organics By Saw Sensor Transients‒ Comparative Performance Analysis Of Fuzzy Inference And Partial-Least-Square-Regression Methods.- Effective Routing Protocol In Cognitive Radio Ad Hoc Network Using Fuzzy-Based Reliable Communication Neighbor Node Selection.- A Self-Tuning Fuzzy Pi Controller For Pure Integrating Processes.- Implementing Fuzziness In The Pattern Recognition Process For Improving The Classification Of The Patterns Being Recognised.- Fuzzy Self-Tuning Of Conventional Pid Controller For High-Order Processes.- Design Of Fuzzy Logic Power System Stabilizer In Multi-Machine Power System.- A Fuzzy C Mean Clustering Algorithm For Automated Segmentation Of Brain Mri Fuzzy Type - Ahead Keyword Search In Rdf Data.- Human Emotion Classification Using Fuzzy And Pca Approach.- SESSION: MACHINE LEARNING AND ANN Application Of Artificial Neural Networks And Rough Set Theory For The Analysis Of Various Medical Problems And Nephritis Disease Diagnosis.- Optimisation Using Levenberg-Marquardt Algorithm Of Neural Networks For Iris Neural Networks - A Case Study In Gene Identification.- Breast Cancer Diagnosis: An Intelligent Detection System Using Wavelet Neural Network.- Efficient Umts Location Update And Management Based On Wavelet Neural Networks.- Discrimination Between Alzheimer's Disease, Mild Cognitive Impairment And Normal Aging Using Ann Based Mr Brain Image Segmentation.- Modified Mean Square Error Algorithm With Reduced Cost Of Training And Simulation Time For Character Recognition In Back Propagation Neural Network.- A Novel Approach for Odia Part of Speech Tagging using Artificial Neural Network.- Fractional Fourier Transform Based Features For Musical Instrument Recognition Using Machine Learning Techniques Longitudinal Evaluation Of Structural Changes In Frontotemporal Dementia Using Artificial Neural Networks Content Based Image Retrieval Using Machine Learning Approach.- Hand Gesture Detection And Recognition Using Affine-Shift, Bag-Of-Features And Extreme Learning Machine Techniques.- Comparative Study Of Machine Learning Algorithm For Intrusion Detection System.- SESSION: Evolutionary Computation Techniques And Its Applications.- Grammatical Swarm Based-Adaptable Velocity Update Equations In Particle Swarm Optimizer Performance Of Teaching Learning Based Optimization Algorithm With Various Teaching Factor Values For Solving Optimization Problems.- Efficient Clustering Of Dataset Based On Differential Evolution.- Numerical Optimization Of Novel Functions Using Vtlbo Algorithm Sensitivity Analysis Of Load-Frequency Control Of Power System Using Gravitational Search Algorithm.- Privacy Preserving Distributed Data Mining With Evolutionary Computing Boundary Searching Genetic Algorithm: A Multi-Objective Approach For Constrained Problem.- Security Analysis Of Digital Stegno Images Using Genetic Algorithm.- SESSION: Applications Of Intelligent Techniques To Computer Networks, Security And Distributed Systems.- Probability And Priority Based Routing Approach For Opportunistic Networks.- D &Pmv: New Approach For Detection And Prevention Of Misbehave/Malicious Vehicles From Vanet On The Use Of Mfcc Feature Vector Clustering For Efficient Text Dependent Speaker Recognition.- A Survey On Power Aware Routing Protocols For Mobile Ad-Hoc Network.- A New Trust Based Secure Routing Scheme In Manet.- Iwdra: An Intelligent Water Drop Based Qos-Aware Routing Algorithm For Manets.- Design & Performance Analysis Of D-Statcom For Non-Linear Load composite Compensation.- Aodv Based Black-Hole Attack Mitigation In Manet.- Path Planning Strategy For Mobile Robot Navigation Using Manfis Controller Speech Emotion Recognition Using Regularized Discriminant Analysis.- An Extensive Selection Of Features As Combinations For Automatic Text Categorization.- Perfor
Описание: This volume contains 87 papers presented at FICTA 2014: Third International Conference on Frontiers in Intelligent Computing: Theory and Applications.
Описание: The book is a collection of high-quality peer-reviewed research papers presented at International Conference on Frontiers of Intelligent Computing: Theory and applications (FICTA 2016) held at School of Computer Engineering, KIIT University, Bhubaneswar, India during 16 - 17 September 2016.
Автор: Suresh Chandra Satapathy; Vikrant Bhateja; Bao Le Название: Frontiers in Intelligent Computing: Theory and Applications ISBN: 9813291850 ISBN-13(EAN): 9789813291850 Издательство: Springer Рейтинг: Цена: 27950.00 р. Наличие на складе: Поставка под заказ.
Описание: This book presents the proceedings of the 7th International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA 2018), held at Duy Tan University, Da Nang, Vietnam. The event brought together researchers, scientists, engineers, and practitioners to exchange new ideas and experiences in the domain of intelligent computing theories with prospective applications in various engineering disciplines. These proceedings are divided into two volumes. Covering broad areas of information and decision sciences, with papers exploring both the theoretical and practical aspects of data-intensive computing, data mining, evolutionary computation, knowledge management and networks, sensor networks, signal processing, wireless networks, protocols and architectures, this volume is a valuable resource for postgraduate students in various engineering disciplines.
Intelligent Data-Analytics for Condition Monitoring: Smart Grid Applications looks at intelligent and meaningful uses of data required for an optimized, efficient engineering processes. In addition, the book provides application perspectives of various deep learning models for the condition monitoring of electrical equipment. With chapters discussing the fundamentals of machine learning and data analytics, the book is divided into two parts, including i) The application of intelligent data analytics in Solar PV fault diagnostics, transformer health monitoring and faults diagnostics, and induction motor faults and ii) Forecasting issues using data analytics which looks at global solar radiation forecasting, wind data forecasting, and more.
This reference is useful for all engineers and researchers who need preliminary knowledge on data analytics fundamentals and the working methodologies and architecture of smart grid systems.
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