This book gathers outstanding research papers presented at the International Joint Conference on Computational Intelligence (IJCCI 2019), held at the University of Liberal Arts Bangladesh (ULAB), Dhaka, on 25-26 October 2019 and jointly organized by the University of Liberal Arts Bangladesh (ULAB), Bangladesh; Jahangirnagar University (JU), Bangladesh; and South Asian University (SAU), 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.

Autorentext

Dr. Mohammad Shorif Uddin is a 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 the Editor-in-Chief of ULAB Journal of Science and Engineering, an Associate Editor of IEEE Access, and has served as General Chair of various conferences, including the ICAEM 2019, IJCCI 2018, 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 an 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 an Assistant Professor at the ABV - Indian Institute of Information Technology and Management Gwalior and at BITS Pilani. He is the 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 an 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.

Inhalt

CerebLearn: Biologically Motivated Learning Rule for Artificial Feedforward Neural Networks.- Conceptual Content in Deep Convolutional Neural Networks: An analysis into Multi-faceted Properties of Neurons.- Lexicon-free Bengali Automatic Speech Recognition System.- Automated Tax Return Verification with Blockchain Technology.- Voice Enabled Intelligent IDE in Cloud.- Recognition and Classification of Fruit Diseases based on the Decomposition of Color Wavelet and Higher Order Statistical Texture Features.- Diabetes Mellitus Risk Prediction using Artificial Neural Network.- IoT-Based Smart Agriculture Monitoring System with Double-Tier Data Storage Facility.- Bangla Phoneme Recognition: Probabilistic Approach.- EEG Motor Signal Analysis Based Enhanced Motor Activity Recognition Using Optimal Denoising Algorithm.- Automatic Missing-child Recovery System using Eigenfaces.- Prediction of Financial Distress in Bangladesh's Banking Sector Using Data Mining and Machine Learning Technique.- Pedestrian Age and Gender Identification from Far View Images Using Convolutional Neural Network.- Handwritten Numeral Superposition to Printed Form Using Convolutional Auto-encoder and Recognition Using Convolutional Neural Network.- Chemical Reaction Optimization for Mobile Robot Path Planning.- An Automated Wireless Irrigation System by Using Moisture Sensor and DTMF Technology.- Human Age Prediction from Facial Image Using Transfer Learning in Deep Convolutional Neural Networks.- Semantic Segmentation of Retinal Blood Vessel via Multi-Scale Convolutional Neural Network.- Drug Protein Interaction Network Detection and Analysis of Cardiovascular Disease Related Genes: A Bioinformatics Approach.- An Approach for Detecting Heart Rate Analyzing QRS Complex in Noise and Saturation Filtered ECG Signal.- Identification of Genetic Links of Thyroid Cancer to the Neurodegenerative and Chronic Diseases Progression: Insights from Systems Biology Approach.- DNA Motif Discovery using a Hybrid Algorithm.- A Study on Software Defined Radio using USRP B200.- Sources and Impact of Uncertainty on Rule-based Decision Making Approaches.- A Faster Decoding Technique for Huffman Codes Using Adjacent Distance Array.- A Closer Look into Paintings' Style using Convolutional Neural Network with Transfer Learning.- How Can a Robot Calculate the Level of Visual Focus of Humans Attention.- A Computer Vision Approach for Jackfruit Disease Recognition.- A Novel Hybrid Swarm Intelligence Algorithm Combining Modified Artificial Bee Colony and Firefly Algorithms: Performance Evaluation on Continuous Function Optimization Problems.- Prediction of DNA Binding Protein from Profile Based Hidden Markov Model Feature.- A Subword Level Language Model for Bangla Language.- Sentiment Analysis Based on Users' Emotional Reactions about Ride-sharing Services on Facebook and Twitter.- An SDN-enabled IoT Architecture with Fog Computing and Edge Encryption Support.- Upgrading YouTube Video Search by Generating Tags Automatically through Semantic Analysis of Contextual Data.- IoT based Smart Security Service Provisioning using Voice Controlled Door Locking System.- A Novel Hybrid Machine Learning Model To Predict Diabetes Mellitus.- An Optimized Pruning Technique for Handling Uncertainty in Decision Making Process.- Design Exploration of LH-CAM with Updating Mechanism.- Computational Techniques for Structure Preserving Model Reduction of Constrain Dynamical Models.- A Digital Platform Design for Supply Chain of Existing Fish Market in Bangladesh.- End to End Optical Character Recognition Using Sythetic Dataset Generator for Noisy Conditions.- Unsupervised Pretraining and Transfer Learning Based Bangla Sign Language Recognition.- Facilitating Hard-to-Defeat Car AI using Flood-fill Algorithm.- A Novel Method for Ghost Removal in High Dynamic Range Images.- Efficient Graph Search Algorithm using Minimum Spanning Tree based on Clustering.- IoT based Household Water Quality Monitoring and Contamination Detection System using Wireless Sensor.- DiChokro - An Anti Stealing System for Two Wheelers.- Nur-A-Alam Shiddiki, Lamia Alam and Mohammed Moshiul Hoque. Developing a Fuzzy Features based Online Bengali Handwritten Word Recognition System.- Automatic Summarization of Scientific Articles from Biomedical Domain.- Bringing a Change in Digital Mobile Banking through Distributed Technology.- Internal Abnormalities Detection of Human Body Analyzing Skin Images using Convolutional Neural Network.- Orchestration based Task Offloading for Mobile Edge Computing in Small-cell Networks.- DEB: A Delay and Energy based Routing Protocol for Cognitive Radio Ad-hoc Networks.