Angelov, Plamen
Advances in Computational Intelligence Systems
Part I. Search and Optimisation
1. The Pilot Environmental Performance Index 2006 as a Tool for Optimising Environmental Sustainability at the Country Level
Tatiana Tambouratzis Fima
2. Integrated Demand and Supply Side Pricing Optimization Schemes for Electricity Market
Zixu Liu, Xiao-Jun Zeng
3. Dynamic Resource Allocation Through Workload Prediction for Energy Efficient Computing
Adeel Ahmed, David J. Brown, Alexander Gegov
4. Harmony Search Algorithm for Fuzzy Cerebellar Model Articulation Controller Networks Optimization
Dajun Zhou, Fei Chao, Chih-Min Lin, Minghui Shi, Changle Zhou
5. A Dynamic Tabu Search Approach for Solving the Static Frequency Assignment Problem
Khaled Alrajhi, Wasin Padungwech
6. A New Multi-objective Model for Constrained Optimisation
Tao Xu, Jun He, Changjing Shang, Weiqin Ying
Part II. Modelling and Simulation
7. Complex Network Based Computational Techniques for ‘Edgetic’ Modelling of Mutations Implicated with Cardiovascular Disease
Ken McGarry, Kirsty Emery, Vithusa Varnakulasingam, Sharon McDonald, Mark Ashton
8. TSK Inference with Sparse Rule Bases
Jie Li, Yanpeng Qu, Hubert P. H. Shum, Longzhi Yang
9. Complexity Control in Rule Based Models for Classification in Machine Learning Context
Han Liu, Alexander Gegov, Mihaela Cocea
10. Modified Evolving Participatory Learning Algorithms for Takagi-Sugeno Fuzzy System Modelling from Streaming Data
Dong-Jiao Ge, Xiao-Jun Zeng
11. Guiding Fuzzy Rule Interpolation with Information Gains
Fangyi Li, Changjing Shang, Ying Li, Qiang Shen
Part III. Analysis and Detection
12. Harnessing the Power of Text Mining for the Detection of Abusive Content in Social Media
Hao Chen, Susan Mckeever, Sarah Jane Delany
13. Towards Chinese Metaphor Comprehension Based on Attribute Statistic Analysis
Hualin Zeng, Xianming Lin, Changle Zhou, Fei Chao
14. Bioinformatic Analysis Using Complex Networks and Clustering Proteins Linked with Alzheimer’s Disease
Suthinan Rujirapipat, Ken McGarry, David Nelson
15. Applications of Asymmetric Networks to Bio-Inspired Neural Networks for Motion Detection
Naohiro Ishii, Toshinori Deguchi, Masashi Kawaguchi, Hiroshi Sasaki
16. Content Representation for Microblog Rumor Detection
Ben Ma, Dazhen Lin, Donglin Cao
17. Detecting Anomalous Behaviour Using Heterogeneous Data
Azliza Mohd Ali, Plamen Angelov, Xiaowei Gu
Part IV. Cognition and Control
18. Human Emotional Understanding for Empathetic Companion Robots
Alyxander David May, Ahmad Lotfi, Caroline Langensiepen, Kevin Lee, Giovanni Acampora
19. Evolutionary Algorithms with Linkage Information for Feature Selection in Brain Computer Interfaces
Jason Adair, Alexander Brownlee, Gabriela Ochoa
20. SentiNet: Mining Visual Sentiment from Scratch
Lingxiao Li, Shaozi Li, Donglin Cao, Dazhen Lin
21. Cognitive and Neuromuscular Robotic Rehabilitation Framework
Atta Badii, Maryam Karimi, Qinggang Meng
22. Classification of Human Hand Movements Using Surface EMG for Myoelectric Control
Jiefei Wei, Qinggang Meng, Atta Badii
23. Vision Based Human Activity Recognition: A Review
Allah Bux, Plamen Angelov, Zulfiqar Habib
Part V. Learning and Evolution
24. Model-Free and Model-Based Active Learning for Regression
Jack O’Neill, Sarah Jane Delany, Brian MacNamee
25. (1+1)-Evolutionary Gradient Strategy to Evolve Global Term Weights in Information Retrieval
Osman Ali Sadek Ibrahim, Dario Landa-Silva
26. A Data Driven Stopping Criterion for Evolutionary Instance Selection
Walter D. Bennette
27. A Method for Location Based Search for Enhancing Facial Feature Detection
Ahmad Al-dahoud, Hassan Ugail
28. Learning Input Features Representations in Deep Learning
Alan Mosca, George D. Magoulas
Part VI. Clustering and Regression
29. Natural Language Interface to Relational Database (NLI-RDB) Through Object Relational Mapping (ORM)
Abdullah Alghamdi, Majdi Owda, Keeley Crockett
30. On Facial Age Progression Based on Modified Active Appearance Models with Face Texture
Ali Maina Bukar, Hassan Ugail, Nosheen Hussain
31. Multi Objective Symbolic Regression
C. J. Hinde, N. Chakravorti, A. A. West
32. Dynamic Stream Clustering Using Ants
Conor Fahy, Shengxiang Yang
Keywords: Engineering, Computational Intelligence, Image Processing and Computer Vision, Control, Artificial Intelligence (incl. Robotics)
- Editor
- Angelov, Plamen
- Gegov, Alexander
- Jayne, Chrisina
- Shen, Qiang
- Publisher
- Springer
- Publication year
- 2017
- Language
- en
- Edition
- 1
- Series
- Advances in Intelligent Systems and Computing
- Page amount
- 9 pages
- Category
- Technology, Energy, Traffic
- Format
- Ebook
- eISBN (PDF)
- 9783319465623
- Printed ISBN
- 978-3-319-46561-6