This book highlights recent research on bio-inspired computing and its various innovative applications in information and communication technologies. It presents 38 high-quality papers from the 10th International Conference on Innovations in Bio-Inspired Computing and Applications (IBICA 2019) and 9th World Congress on Information and Communication Technologies (WICT 2019), which was held at GIET University, Gunupur, India, on December 16–18, 2019. As a premier conference, IBICA–WICT brings together researchers, engineers and practitioners whose work involves bio-inspired computing, computational intelligence and their applications in information security, real-world contexts, etc. Including contributions by authors from 18 countries, the book offers a valuable reference guide for all researchers, students and practitioners in the fields of Computer Science and Engineering.
Tabella dei contenuti
Towards the speed enhancement of Association rule mining algorithm for Intrusion Detection System.- Image Retrieval using Bat Optimization and Image Entropy.- Logistic Regression on Hadoop using Py Spark.- Analysis of Pre-processing Techniques for Odia Character Recognition.- Cluster-based Under-Sampling using Farthest Neighbour Technique for Imbalanced Datasets.- Vehicle Detection and Classification: A Review.- Methods for Automatic Gait Recognition: A review.- Comparative Performance Exploration and prediction of Fibrosis, Malign Lymph, Metastases, Normal Lymphogram using Machine Learning Method.- Decision Forest classifier with flower search optimization algorithm for efficient detection of BHP flooding attacks in Optical Burst Switching Network.
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