Algorithms for Intelligent Systems / Advances in Machine Learning and Computational Intelligence

Part 1: Modeling & Optimization.- Chapter 1. Intrusion Detection using a Hybrid Sequential Model.- Chapter 2. Simulation and Analysis of the PV Arrays Connected to Buck-Boost converters using MPPT Technique by Implementing Incremental Conductance Algorithm and Integral Controller.- Chapter 3. A New Congestion Control Algorithm for SCTP.- Chapter 4. RGNet: The Novel Framework to Model Linked Research Gate Information into Network using Hierarchical Data Rendering.- Chapter 5. A New Approach for Momentum Particle Swarm Optimization.- Chapter 6. Neural Networks Modeling Based On Recent Global Optimization Techniques.- Part 2: Part 2 - Machine Learning Techniques.- Chapter 7. Network Intrusion Detection Model Using One Class Support Vector Machine.- Chapter 8. Query Performance Analysis Tool for Distributed Systems.- Chapter 9. A Robust Multiple Moving Vehicle Tracking for Intelligent Transportation System.- Chapter 10. Bug Priority Assessment in Cross Project context using Entropy based Measure.- Chapter 11. Internet of Things Security using Machine Learning.- Chapter 12. Churn Prediction and Retention in Banking, Telecom and IT Sector using Machine Learning Techniques.



 

 

Dr. Srikanta Patnaik is a Professor at the Department of Computer Science and Engineering, Faculty of Engineering and Technology, SOA University, Bhubaneswar, India. He received his Ph.D. (Engineering) on Computational Intelligence from Jadavpur University, India, in 1999 and has since supervised 27 Ph.D. theses and more than 60 M.Tech. theses in the areas of Computational Intelligence, Soft Computing Applications and Re-Engineering. Dr. Patnaik has published over 100 research papers in international journals and conference proceedings. He is the author of 2 textbooks and editor of 42 books, published by leading international publishers like Springer-Verlag and Kluwer Academic. He is Editor-in-Chief of the International Journal of Information and Communication Technology and the International Journal of Computational Vision and Robotics, published by Inderscience, UK, and of the book series "Modeling and Optimization in Science and Technology", published by Springer, Germany.