This book gathers outstanding research papers presented at the International Joint Conference on Advances in Computational Intelligence (IJCACI 2020), organized by Daffodil International University (DIU) and Jahangirnagar University (JU) in Bangladesh and South Asian University (SAU) in India. These proceedings present novel contributions in the areas of computational intelligence and offer valuable reference material for advanced research. The topics covered include collective intelligence, soft computing, optimization, cloud computing, machine learning, intelligent software, robotics, data science, data security, big data analytics, and signal and natural language processing.
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This book gathers outstanding research papers presented at the International Joint Conference on Advances in Computational Intelligence (IJCACI 2020), organized by Daffodil International University (DIU) and Jahangirnagar University (JU) in Bangladesh and South Asian University (SAU) in India.
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Fully Blind Data Hiding by Embedding within DNA Sequences Using Various Ciphering and Generic Complimentary Base Substitution.- A Real-Time Health Monitoring System with Wearables and Ensemble Learning.- Statistical Texture Features Based Automatic Detection and Classification of Diabetic Retinopathy.- Time restricted balanced truncation for Index-I Descriptor Systems with Non-Homogeneous Initial Condition.- Alcoholism Detection from 2D Transformed EEG Signal.- An Intelligent Bangla Conversational Agent: TUNI.- An Approach towards Data Change Rule Based Classification of Driving Maneuver with LSTM Network.- Detection System for Wireless Networks using Deep Learning.- A Genetic Algorithm Based Optimal Train Route Selection Model.- Fuzzy Rule-based KNN for Rainfall Prediction: A case Study in Bangladesh.- Handwritten Indic Digit Recognition using Deep Hybrid Capsule Network.
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This book gathers outstanding research papers presented at the International Joint Conference on Advances in Computational Intelligence (IJCACI 2020), organized by Daffodil International University (DIU) and Jahangirnagar University (JU) in Bangladesh and South Asian University (SAU) in India. These proceedings present novel contributions in the areas of computational intelligence and offer valuable reference material for advanced research. The topics covered include collective intelligence, soft computing, optimization, cloud computing, machine learning, intelligent software, robotics, data science, data security, big data analytics, and signal and natural language processing.
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Gathers papers presented at the IJCACI 2020, held Daffodil International University (DIU) during 20–21 November 2020 Highlights recent research work in computational intelligence Includes contributions from respected researchers and industry experts
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GPSR Compliance The European Union's (EU) General Product Safety Regulation (GPSR) is a set of rules that requires consumer products to be safe and our obligations to ensure this. If you have any concerns about our products you can contact us on ProductSafety@springernature.com. In case Publisher is established outside the EU, the EU authorized representative is: Springer Nature Customer Service Center GmbH Europaplatz 3 69115 Heidelberg, Germany ProductSafety@springernature.com
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Produktdetaljer

ISBN
9789811605888
Publisert
2022-05-19
Utgiver
Vendor
Springer Verlag, Singapore
Høyde
235 mm
Bredde
155 mm
Aldersnivå
Research, P, 06
Språk
Product language
Engelsk
Format
Product format
Heftet

Om bidragsyterne

Dr. Mohammad Shorif Uddin is Professor at Jahangirnagar University, Bangladesh. He completed his Doctor of Engineering in Information Science at Kyoto Institute of Technology, Japan, in 2002; his Master of Technology Education at Shiga University, Japan, in 1999; and his MBA at Jahangirnagar University in 2013. He is Editor-in-Chief of ULAB Journal of Science and Engineering and Associate Editor of IEEE Access and has served as General Chair of various conferences, including the ICAEM 2019, IJCCI 2018, IJCCI 2019, and IWCI 2016. He holds two patents for his scientific inventions, is a senior member of several academic associations, and has published extensively in international journals and conference proceedings. 

Dr. Jagdish Chand Bansal is Assistant Professor (Senior Grade) at South Asian University, New Delhi, and Visiting Research Fellow of Mathematics and Computer Science, Liverpool Hope University, UK. Dr. Bansal received his Ph.D. in Mathematics from the IIT Roorkee. Before joining SAU New Delhi, he worked as Assistant Professor at the ABV-Indian Institute of Information Technology and Management Gwalior and at BITS Pilani. He is Series Editor of the book series “Algorithms for Intelligent Systems (AIS),” published by Springer; Editor-in-Chief of International Journal of Swarm Intelligence (IJSI), published by Inderscience; and Associate Editor of IEEE Access, published by the IEEE. He is the general secretary of the Soft Computing Research Society (SCRS). His chief areas of interest are swarm intelligence and nature-inspired optimization techniques. Recently, he proposed a fission-fusion social structure-based optimization algorithm, Spider Monkey Optimization (SMO), which is now being applied to various problems from the engineering domain. He has published more than 60 research papers in international journals/conference proceedings.