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Proceedings of International Joint Conference on Advances in Computational Intelligence : IJCACI 2020 / edited by Mohammad Shorif Uddin, Jagdish Chand Bansal.

Contributor(s): Uddin, Mohammad Shorif, editor literario | Bansal, Jagdish Chand, editor literario
Series: (Algorithms for Intelligent Systems, 2524-7573); (Intelligent Technologies and Robotics (SpringerNature-42732)); (Intelligent Technologies and Robotics (R0) (SpringerNature-43728)).Publisher: Singapore : Springer International Pulishing, 2021Edition: First edition 2021.Description: 1 recurso en línea (XV, 551 páginas) : 425 ilustraciones, 210 ilustraciones a color.ISBN: 9789811605864.Subject: Inteligencia artificialOnline resources: Acceso a este recurso digital (usuarios Universidad Europea de Madrid)Digital Resources
Contents:
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.
Abstract: 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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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.

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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