Hybrid Intelligent Systems : 19th International Conference on Hybrid Intelligent Systems (HIS 2019) Held in Bhopal, India, December 10-12, 2019

This book highlights the recent research on hybrid intelligent systems and their various practical applications. It presents 34 selected papers from the 18th International Conference on Hybrid Intelligent Systems (HIS 2019) and 9 papers from the 15th International Conference on Information Assurance and Security (IAS 2019), which was held at VIT Bhopal University, India, from December 10 to 12, 2019. A premier conference in the field of artificial intelligence, HIS - IAS 2019 brought together researchers, engineers and practitioners whose work involves intelligent systems, network security and their applications in industry. Including contributions by authors from 20 countries, the book offers a valuable reference guide for all researchers, students and practitioners in the fields of Computer Science and Engineering. Front Matter ....Pages i-xiv Dimension Reduction with Extraction Methods (Principal Component Analysis - Self Organizing Map - Isometric Mapping) in Indonesian Language Text Documents Clustering (Muhammad Ihsan Jambak, Ahmad Ikrom Izzuddin Jambak, Rahmad Tirta Febrianto, Danny Matthew Saputra, Muhammad Irfan Jambak)....Pages 1-9 Reducing Data Volume in Instance Based Learning (Maria Do Carmo Nicoletti, Luis Andre Claudiano)....Pages 10-20 State Estimation of Moving Vehicle Using Extended Kalman Filter: A Cyber Physical Aspect (Ankur Jain, Binoy Krishna Roy)....Pages 21-30 ADAL System: Aspect Detection for Arabic Language (Sana Trigui, Ines Boujelben, Salma Jamoussi, Yassine Ben Ayed)....Pages 31-40 Modelling, Analysis and Simulation of a Patient Admission Problem: A Social Network Approach (Veera Babu Ramakurthi, Vijayakumar Manupati, Suraj Panigrahi, M. L. R. Varela, Goran Putnik, P. S. C. Bose)....Pages 41-51 Short-Term Load Forecasting: An Intelligent Approach Based on Recurrent Neural Network (Atul Patel, Monidipa Das, Soumya K. Ghosh)....Pages 52-62 Design and Analysis of Anti-windup Techniques for Anti-lock Braking System (Prangshu Saikia, Ankur Jain)....Pages 63-71 Wind-Power Intra-day Statistical Predictions Using Sum PDE Models of Polynomial Networks Combining the PDE Decomposition with Operational Calculus Transforms (Ladislav Zjavka, Václav Snášel, Ajith Abraham)....Pages 72-82 Heterogeneous Engineering in Intelligent Logistics (Yury Iskanderov, Mikhail Pautov)....Pages 83-91 Extracting Unknown Repeated Pattern in Tiled Images (Prasanga Neupane, Archana Tuladhar, Shreeniwas Sharma, Ravi Tamang)....Pages 92-102 Convolutional Deep Learning Network for Handwritten Arabic Script Recognition (Mohamed Elleuch, Monji Kherallah)....Pages 103-112 Diversity in Recommendation System: A Cluster Based Approach (Naina Yadav, Rajesh Kumar Mundotiya, Anil Kumar Singh, Sukomal Pal)....Pages 113-122 Contribution on Arabic Handwriting Recognition Using Deep Neural Network (Zouhaira Noubigh, Anis Mezghani, Monji Kherallah)....Pages 123-133 Analyzing and Enhancing Processing Speed of K-Medoid Algorithm Using Efficient Large Scale Processing Frameworks (Ayshwarya Jaiswal, Vijay Kumar Dwivedi, Om. Prakash Yadav)....Pages 134-144 Multiple Criteria Fake Reviews Detection Based on Spammers’ Indicators Within the Belief Function Theory (Malika Ben Khalifa, Zied Elouedi, Eric Lefèvre)....Pages 145-155 Data Clustering Using Environmental Adaptation Method (Tribhuvan Singh, Krishn Kumar Mishra, Ranvijay)....Pages 156-164 Soft Computing, Data Mining, and Machine Learning Approaches in Detection of Heart Disease: A Review (Keshav Srivastava, Dilip Kumar Choubey)....Pages 165-175 A Novel CAD System for Breast DCE-MRI Based on Textural Analysis Using Several Machine Learning Methods (Raouia Mokni, Norhene Gargouri, Alima Damak, Dorra Sellami, Wiem Feki, Zaineb Mnif)....Pages 176-187 An Adversarial Learning Mechanism for Dealing with the Class-Imbalance Problem in Land-Cover Classification (Shounak Chakraborty, Indrajit Kalita, Moumita Roy)....Pages 188-196 An Integrated Fuzzy ANP-TOPSIS Approach to Rank and Assess E-Commerce Web Sites (Rim Rekik)....Pages 197-209 Implementation of Block Chain Technology in Public Distribution System (Pratik Thakare, Nitin Dighore, Ankit Chopkar, Aakash Chauhan, Diksha Bhagat, Milind Tote)....Pages 210-219 Chaotic Salp Swarm Optimization Using SVM for Class Imbalance Problems (Gillala Rekha, V. Krishna Reddy, Amit Kumar Tyagi)....Pages 220-229 Three-Layer Security for Password Protection Using RDH, AES and ECC (Nishant Kumar, Suyash Ghuge, C. D. Jaidhar)....Pages 230-239 Clothing Classification Using Deep CNN Architecture Based on Transfer Learning (Mohamed Elleuch, Anis Mezghani, Mariem Khemakhem, Monji Kherallah)....Pages 240-248 Identification of Botnet Attacks Using Hybrid Machine Learning Models (Amritanshu Pandey, Sumaiya Thaseen, Ch. Aswani Kumar, Gang Li)....Pages 249-257 Congestion Control in Vehicular Ad-Hoc Networks (VANET’s): A Review (Lokesh M. Giripunje, Deepika Masand, Shishir Kumar Shandilya)....Pages 258-267 Advances in Cyber Security Paradigm: A Review (Shahana Gajala Qureshi, Shishir Kumar Shandilya)....Pages 268-276 Weighted Mean Variant with Exponential Decay Function of Grey Wolf Optimizer on Applications of Classification and Function Approximation Dataset (Alok Kumar, Avjeet Singh, Lekhraj, Anoj Kumar)....Pages 277-290 Enhanced Homomorphic Encryption Scheme with Particle Swarm Optimization for Encryption of Cloud Data (Abhishek Mukherjee, Dhananjay Bisen, Praneet Saurabh, Lalit Kane)....Pages 291-298 Detection and Prevention of Black Hole Attack Using Trusted and Secure Routing in Wireless Sensor Network (Dhananjay Bisen, Bhavana Barmaiya, Ritu Prasad, Praneet Saurabh)....Pages 299-308 Recursive Tangent Algorithm for Path Planning in Autonomous Systems (Adhiraj Shetty, Annapurna Jonnalagadda, Aswani Kumar Cherukuri)....Pages 309-318 Marathi Handwritten Character Recognition Using SVM and KNN Classifier (Diptee Chikmurge, R. Shriram)....Pages 319-327 Whale Optimization Algorithm with Exploratory Move for Wireless Sensor Networks Localization (Nebojsa Bacanin, Eva Tuba, Miodrag Zivkovic, Ivana Strumberger, Milan Tuba)....Pages 328-338 Facial Expression Recognition Using Histogram of Oriented Gradients with SVM-RFE Selected Features (Sumeet Saurav, Sanjay Singh, Ravi Saini)....Pages 339-349 Automated Security Driven Solution for Inter-Organizational Workflows (Asmaa El Kandoussi, Hanan El Bakkali)....Pages 350-361 Network Packet Analysis in Real Time Traffic and Study of Snort IDS During the Variants of DoS Attacks (Nilesh Kunhare, Ritu Tiwari, Joydip Dhar)....Pages 362-375 Securing Trustworthy Evidences for Robust Forensic Cloud in Spite of Multi-stakeholder Collusion Problem (Sagar Rane, Sanjeev Wagh, Arati Dixit)....Pages 376-386 Threat-Driven Approach for Security Analysis: A Case Study with a Telemedicine System (Raj kamal Kaur, Lalit Kumar Singh, Babita Pandey, Aditya Khamparia)....Pages 387-397 Key-Based Obfuscation Using Strong Physical Unclonable Function: A Secure Implementation (Surbhi Chhabra, Kusum Lata)....Pages 398-408 A Survey on Countermeasures Against Man-in-the-Browser Attacks (Sampsa Rauti)....Pages 409-418 Towards Cyber Attribution by Deception (Sampsa Rauti)....Pages 419-428 Tangle the Blockchain: Toward IOTA and Blockchain Integration for IoT Environment (Hussein Hellani, Layth Sliman, Motaz Ben Hassine, Abed Ellatif Samhat, Ernesto Exposito, Mourad Kmimech)....Pages 429-440 Towards a Better Security in Public Cloud Computing (Sonia Amamou, Zied Trifa, Maher Khmakhem)....Pages 441-453 Back Matter ....Pages 455-456 Hybrid Intelligent Systems summarizes the strengths and weaknesses of five intelligent technologies: fuzzy logic, genetic algorithms, case-based reasoning, neural networks and expert systems, reviewing the status and significance of research into their integration. Engineering and scientific examples and case studies are used to illustrate principles and application development techniques. The reader will gain a clear idea of the current status of hybrid intelligent systems and discover how to choose and develop appropriate applications. The book is based on a thorough literature search of recent publications on research and development in hybrid intelligent systems; the resulting 50-page reference section of the book is invaluable. The book starts with a summary of the five major intelligent technologies and of the issues in and current status of research into them. Each subsequent chapter presents a detailed discussion of a different combination of intelligent technologies, along with examples and case studies. Four chapters contain detailed case studies of working hybrid systems. The book enables the reader to: Describe the important concepts, strengths and limitations of each technology; Recognize and analyze potential problems with the application of hybrid systems; Choose appropriate hybrid intelligent solutions; Understand how applications are designed with any of the approaches covered; Choose appropriate commercial development shells or tools. An invaluable reference source for those who wish to apply intelligent systems techniques to their own problems.