Intelligent Computing & Optimization

This book includes innovative research work presented at ICO’2018, the 1st International Conference on Intelligent Computing and Optimization, held in Pattaya, Thailand on October 4–5, 2018. The conference presented topics ranging from power quality, reliability, security assurance, cloud computing, smart cities, renewable energy, agro-engineering, smart vehicles, deep learning, block chain, power systems, AI, machine learning, manufacturing systems, and big-data analytics. This volume focuses on subjects related to innovative computing, uncertainty management and optimization approaches to real-world problems in big-data, smart cities, sustainability, meta-heuristics, cyber-security, IoTs, economics and finance, renewable energy, energy and electricity systems, and block chain. Presenting cutting-edge methodologies with real-world application problems and their solutions, the book is useful for researchers, managers, executives, students, academicians, practicing scientists, and decision makers from all around the globe. It offers the academic and the applied communities a compendium and a research resource with significant insights and inspiration for innovative scientific education, investigation and collaboration, to overcome “hard problems” among the emerging challenges today and in the future. Front Matter ....Pages i-xii А System for Monitoring the Number and Duration of Power Outages and Power Quality in 0.38 kV Electrical Networks (Alexander Vinogradov, Vadim Bolshev, Alina Vinogradova, Tatyana Kudinova, Maksim Borodin, Anastasya Selesneva et al.)....Pages 1-10 A Novel Application of System Survival Signature in Reliability Assessment of Offshore Structures (Tobias-Emanuel Regenhardt, Md Samdani Azad, Wonsiri Punurai, Michael Beer)....Pages 11-20 Security Assurance Against Cybercrime Ransomware (Habib ur Rehman, Eiad Yafi, Mohammed Nazir, Khurram Mustafa)....Pages 21-34 SAR: A Graph-Based System with Text Stream Burst Detection and Visualization (Tham Vo Thi Hong, Phuc Do)....Pages 35-45 Detection of Black Hole Attacks in Mobile Ad Hoc Networks via HSA-CBDS Method (Ahmed Mohammed Fahad, Abdulghani Ali Ahmed, Abdullah H. Alghushami, Sammer Alani)....Pages 46-55 Network Intrusion Detection Framework Based on Whale Swarm Algorithm and Artificial Neural Network in Cloud Computing (Ahmed Mohammed Fahad, Abdulghani Ali Ahmed, Mohd Nizam Mohmad Kahar)....Pages 56-65 The ‘Smart’ as a Project for the City Smart Technologies for Territorial Management Planning Strategies (Cinzia Bellone, Vasiliki Geropanta)....Pages 66-75 The ‘Governance’ for Smart City Strategies and Territorial Planning (Cinzia Bellone, Pietro Ranucci, Vasiliki Geropanta)....Pages 76-86 T-MPP: A Novel Topic-Driven Meta-path-Based Approach for Co-authorship Prediction in Large-Scale Content-Based Heterogeneous Bibliographic Network in Distributed Computing Framework by Spark (Phuc Do, Phu Pham, Trung Phan, Thuc Nguyen)....Pages 87-97 Optimization of Hybrid Wind and Solar Renewable Energy System by Iteration Method (Diriba Kajela Geleta, Mukhdeep Singh Manshahia)....Pages 98-107 Modeling of Solar Photovoltaic Thermal Modules (Vladimir Panchenko, Valeriy Kharchenko, Pandian Vasant)....Pages 108-116 Thermo Physical Principles of Cogeneration Technology with Concentration of Solar Radiation (Peter Nesterenkov, Valeriy Kharchenko)....Pages 117-128 Artificial Bee Colony Algorithm for Solving the Knight’s Tour Problem (Anan Banharnsakun)....Pages 129-138 The Model of Optimization of Grain Drying with Use of Eletroactivated Air (Dmitry Budnikov, Alexey N. Vasilev)....Pages 139-145 Model of Improved a Kernel Fast Learning Network Based on Intrusion Detection System (Mohammed Hasan Ali, Mohamed Fadli Zolkipli)....Pages 146-157 Vehicular Ad Hoc Network: An Intensive Review (Ayoob A. Ayoob, Gang Su, Muamer N. Mohammed)....Pages 158-167 Optimization of the Parameters of the Elastic Damping Mechanism in Class 1,4 Tractor Transmission for Work in the Main Agricultural Operations (Sergey Senkevich, Vladimir Kravchenko, Veronika Duriagina, Anna Senkevich, Evgeniy Vasilev)....Pages 168-177 Energy-Efficient Pasteurizer of Liquid Products Using IR and UV Radiation (Dmitry Tikhomirov, Alexey Kuzmichev, Sergey Rastimeshin, Stanislav Trunov, Stepan Dudin)....Pages 178-186 CAIAS Simulator: Self-driving Vehicle Simulator for AI Research (Sabir Hossain, Abdur R. Fayjie, Oualid Doukhi, Deok-jin Lee)....Pages 187-195 Vision-Based Driver’s Attention Monitoring System for Smart Vehicles (Lamia Alam, Mohammed Moshiul Hoque)....Pages 196-209 Characterizing Current Features of Malicious Threats on Websites (Wan Nurulsafawati Wan Manan, Abdul Ghani Ali Ahmed, Mohd Nizam Mohmad Kahar)....Pages 210-218 A Deep Learning Framework on Generation of Image Descriptions with Bidirectional Recurrent Neural Networks (J. Joshua Thomas, Naris Pillai)....Pages 219-230 Feature of Operation PV Installations with Parallel and Mixed Commutation Photocells (Pavel Kuznetsov, Leonid Yuferev)....Pages 231-238 The Functional Dependencies of the Drying Coefficient for the Use in Modeling of Heat and Moisture-Exchange Processes (Alexey N. Vasilyev, Alexey A. Vasilyev, Dmitriy A. Budnikov)....Pages 239-245 Investigation Model for Locating Data Remnants on Cloud Storage (Khalid Abdulrahman, Abdulghani Ali Ahmed, Muamer N. Mohammed)....Pages 246-256 An Intelligent Expert System for Management Information System Failure Diagnosis (Kamal Mohammed Alhendawi, Ala Aldeen Al-Janabi)....Pages 257-266 Fuzz Test Case Generation for Penetration Testing in Mobile Cloud Computing Applications (Ahmad Salah Al-Ahmad, Hasan Kahtan)....Pages 267-276 Application of Travelling Salesman Problem for Minimizing Travel Distance of a Two-Day Trip in Kuala Lumpur via Go KL City Bus (Wan Nor Ashikin Wan Ahmad Fatthi, Mea Haslina Mohd Haris, Hasan Kahtan)....Pages 277-284 An Analysis of Structure Heterogeneity of Lithium Silicate Melts (Vu Tri Vien, Mai Van Dung, Nguyen Manh Tuan, Tran Thanh Nam, Le The Vinh)....Pages 285-292 Mathematical Modeling of the Work of the Flow-Meter Flowmeter-Doser (Alexey N. Vasilyev, Alexey A. Vasilyev, Dmitry A. Shestov, Denis V. Shilin, Pavel E. Ganin)....Pages 293-299 Framework for Faction of Data in Social Network Using Link Based Mining Process (B. Bazeer Ahamed, D. Yuvaraj)....Pages 300-309 Application of Various Computer Tools for the Optimization of the Heat Pump Heating Systems with Extraction of Low-Grade Heat from Surface Watercourses (A. Sychov, V. Kharchenko, P. Vasant, G. Uzakov)....Pages 310-319 Epilepsy Detection from EEG Signals Using Artificial Neural Network (Amer A. Sallam, Muhammad Nomani Kabir, Abdulghani Ali Ahmed, Khalid Farhan, Ethar Tarek)....Pages 320-327 Evaluation of the Silicon Solar Cell Parameters (Valeriy Kharchenko, Boris Nikitin, Pavel Tikhonov, Vladimir Panchenko, Pandian Vasant)....Pages 328-336 Optimization of Microclimate Parameters Inside Livestock Buildings (Gennady N. Samarin, Alexey N. Vasilyev, Alexander A. Zhukov, Sergey V. Soloviev)....Pages 337-345 Blockchain Technology in Smart City: A New Opportunity for Smart Environment and Smart Mobility (F. Orecchini, A. Santiangeli, F. Zuccari, Alessandra Pieroni, Tiziano Suppa)....Pages 346-354 Trend Detection Analyses of Rainfall of Whole India for the Time Period 1950–2006 (Sanju R. Phulpagar, Sudhansu S. Mohanta, Ganesh D. Kale)....Pages 355-361 Multi-criteria Decision Making Problems in Hierarchical Technology of Electric Power System Expansion Planning (N. I. Voropai)....Pages 362-368 Insight into Microstructure of Lead Silicate Melts from Molecular Dynamics Simulation (Thanh-Nam Tran, Nguyen Van Yen, Mai Van Dung, Tran Thanh Dung, Huynh Van Van, Le The Vinh)....Pages 369-375 A Strategy for Minimum Time Equilibrium Targetting in Epidemic Diseases (Manuel De la Sen, Asier Ibeas, Santiago Alonso-Quesada, Raul Nistal)....Pages 376-382 A Hybrid Approach for the Prevention of Railway Accidents Based on Artificial Intelligence (Habib Hadj-Mabrouk)....Pages 383-394 Visual Analytics Solution for Scheduling Processing Phases (J. Joshua Thomas, Bahari Belaton, Ahamad Tajudin Khader, Justtina)....Pages 395-408 Investigation of Emotions on Purchased Item Reviews Using Machine Learning Techniques (P. K. Kumar, S. Nandagopalan, L. N. Swamy)....Pages 409-417 Algorithms for a Bit-Vector Encoding of Trees (Kaoutar Ghazi, Laurent Beaudou, Olivier Raynaud)....Pages 418-427 Dynamic Programming Solution to ATM Cash Replenishment Optimization Problem (Fazilet Ozer, Ismail Hakki Toroslu, Pinar Karagoz, Ferhat Yucel)....Pages 428-437 Prediction of Crop Yields Based on Fuzzy Rule-Based System (FRBS) Using the Takagi Sugeno-Kang Approach (Kalpesh Borse, Prasit G. Agnihotri)....Pages 438-447 Land Use Land Cover Analysis of Khapri Watershed in Dang District Using Remote Sensing (RS) and Geographical Information System (GIS) (Ashish Guruji, Prasit Agnihotri)....Pages 448-454 Recovery Method of Supply Chain Under Ripple Effect: Supply Chain Event Management (SCEM) Application (Fanny Palma, Jania A. Saucedo, José A. Marmolejo)....Pages 455-465 Investigating the Reproducibility and Generality of the Pilot Environmental Performance Index (EPI 2006) (Tatiana Tambouratzis, Angela Mathioudaki, Kyriaki Bardi)....Pages 466-475 New Smart Power Management Hybrid System Photovoltaic-Fuel Cell (Mohammed Tarik Benmessaoud, A. Boudghene Stambouli, Pandian Vasant, S. Flazi, H. Koinuma, M. Tioursi)....Pages 476-486 Deep Convolutional Network Based Saliency Prediction for Retrieval of Natural Images (Shanmugam Nandagopalan, Pandralli K. Kumar)....Pages 487-496 Optimization of Parameters and Operation Modes of the Heat Pump in the Environment of the Low-Temperature Energy Source (Evgenia Tutunina, Alexey Vaselyev, Sergey Korovkin, Sergey Senkevich)....Pages 497-504 A Data Confidentiality Approach to SMS on Android (Tun Myat Aung, Kaung Htet Myint, Ni Ni Hla)....Pages 505-514 Analysis of Attribute-Based Secure Data Sharing with Hidden Policies in Smart Grid of IoT (Nishant Doshi)....Pages 515-521 A Single Allocation P-Hub Maximal Covering Model for Optimizing Railway Station Location (Sunarin Chanta, Ornurai Sangsawang)....Pages 522-530 Path-Relinking for Fire Station Location (Titima Srianan, Ornurai Sangsawang)....Pages 531-538 Modeling and Optimization of Flexible Manufacturing Systems: A Stochastic Approach (Gilberto Pérez Lechuga, Francisco Martínez Sánchez)....Pages 539-546 Monkey Algorithm for Packing Circles with Binary Variables (Rafael Torres-Escobar, José Antonio Marmolejo-Saucedo, Igor Litvinchev, Pandian Vasant)....Pages 547-559 Machine Learning Applied to the Measurement of Quality in Health Services in Mexico: The Case of the Social Protection in Health System (Roman Rodriguez-Aguilar, Jose Antonio Marmolejo-Saucedo, Pandian Vasant)....Pages 560-572 Back Matter ....Pages 573-575