Computational intelligence for pattern recognition. (2018)

• Record Type: Book
• Further Information: Note: Witold Pedrycz, Shyi-Ming Chen, editors.
• Editors: Pedrycz, Witold; Chen, Shyi-Ming
• Contents: Robust Constrained Concept Factorization -- An Automatic Cycling Performance Measurement System Based on ANFIS -- Fuzzy Classifiers Learned Through SVMs With Application to Specific Object Detection and Shape Extraction Using an RGB-D Camera -- Low Cost Parkinson's Disease Early Detection and Classification Based on Voice and Electromyography Signal -- Particle Swarm Optimization Based HMM Parameter Estimation for Spectrum Sensing in Cognitive Radio System -- Improving Sparse Representation-Based Classification Using Local Principal Component Analysis -- Fuzzy Choquet Integration of Deep Convolutional Neural Networks for Remote Sensing -- Computational Intelligence for Pattern Recognition in EEG Signals -- Neural Network Based Physical Disorder Recognition for Elderly Health Care -- Deep Neural Networks for Structured Data -- Recognizing Subtle Micro-Facial Expressions Using Fuzzy Histogram of Optical Flow Orientations and Feature Selection Methods -- Granular Computing Techniques for Bioinformatics Pattern Recognition Problems in Non-Metric Spaces -- Multi-Classifier-Systems: Architectures, Algorithms and Applications -- Learning Label Dependency and Label Preference Relations in Graded Multi-Label Classification -- Improved Deep Neural Network Object Tracking System for Applications in Home Robotics.
• Publisher Details: Cham : Springer
• Publication Date: 2018
• Extent: 1 online resource (VIII, 428 pages), illustrations
• Subjects: 006.3; Computational intelligence; Artificial intelligence; Pattern perception; Artificial intelligence; Computational intelligence; Pattern perception; Pattern recognition systems; Engineering; Computational Intelligence; Artificial Intelligence (incl. Robotics); Pattern Recognition; Electronic book
• Languages: English
• ISBNs: 9783319896298; 3319896296
• Related ISBNs: 3319896288; 9783319896281
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.