Intelligent systems and applications : Proceedings of the 2020 Intelligent Systems Conference (IntelliSys). Volume 2

The book Intelligent Systems and Applications - Proceedings of the 2020 Intelligent Systems Conference is a remarkable collection of chapters covering a wider range of topics in areas of intelligent systems and artificial intelligence and their applications to the real world. The Conference attracted a total of 545 submissions from many academic pioneering researchers, scientists, industrial engineers, students from all around the world. These submissions underwent a double-blind peer review process. Of those 545 submissions, 177 submissions have been selected to be included in these proceedings. As intelligent systems continue to replace and sometimes outperform human intelligence in decision-making processes, they have enabled a larger number of problems to be tackled more effectively.This branching out of computational intelligence in several directions and use of intelligent systems in everyday applications have created the need for such an international conference which serves as a venue to report on up-to-the-minute innovations and developments. This book collects both theory and application based chapters on all aspects of artificial intelligence, from classical to intelligent scope. __We hope that readers find the volume interesting and valuable; it provides the state of the art intelligent methods and techniques for solving real world problems along with a vision of the future research.__ Front Matter ....Pages i-xi CapsNet vs CNN: Analysis of the Effects of Varying Feature Spatial Arrangement (Ugenteraan Manogaran, Ya Ping Wong, Boon Yian Ng)....Pages 1-9 Improved 2D Human Pose Tracking Using Optical Flow Analysis (Aleksander Khelvas, Alexander Gilya-Zetinov, Egor Konyagin, Darya Demyanova, Pavel Sorokin, Roman Khafizov)....Pages 10-22 Transferability of Fast Gradient Sign Method (Tamás Muncsan, Attila Kiss)....Pages 23-34 Design of an Automatic System to Determine the Degree of Progression of Diabetic Retinopathy (Hernando González, Carlos Arizmendi, Jessica Aza)....Pages 35-44 Adaptive Attention Mechanism Based Semantic Compositional Network for Video Captioning (Zhaoyu Dong, Xian Zhong, Shuqin Chen, Wenxuan Liu, Qi Cui, Luo Zhong)....Pages 45-55 Estimated Influence of Online Management Tools on Team Management Based on the Research with the Use of the System of Organizational Terms (Olaf Flak)....Pages 56-72 Liveness Detection via Facial Expressions Queue (Bat-Erdene Batsukh)....Pages 73-76 Java Based Application Development for Facial Identification Using OpenCV Library (Askar Boranbayev, Seilkhan Boranbayev, Askar Nurbekov)....Pages 77-85 Challenges in Face Recognition Using Machine Learning Algorithms: Case of Makeup and Occlusions (Natalya Selitskaya, Stanislaw Sielicki, Nikolaos Christou)....Pages 86-102 The Effects of Social Issues and Human Factors on the Reliability of Biometric Systems: A Review (Mohammadreza Azimi, Andrzej Pacut)....Pages 103-110 Towards Semantic Segmentation Using Ratio Unpooling (Duncan Boland, Hossein Malekmohamadi)....Pages 111-123 Adaptive Retraining of Visual Recognition-Model in Human Activity Recognition by Collaborative Humanoid Robots (Vineet Nagrath, Mossaab Hariz, Mounim A. El Yacoubi)....Pages 124-143 A Reasoning Based Model for Anomaly Detection in the Smart City Domain (Patrick Hammer, Tony Lofthouse, Enzo Fenoglio, Hugo Latapie, Pei Wang)....Pages 144-159 Document Similarity from Vector Space Densities (Ilia Rushkin)....Pages 160-171 Food Classification for Inflammation Recognition Through Ingredient Label Analysis: A Real NLP Case Study (Stefano Campese, Davide Pozza)....Pages 172-181 Classification Based Method for Disfluencies Detection in Spontaneous Spoken Tunisian Dialect (Emna Boughariou, Younès Bahou, Lamia Hadrich Belguith)....Pages 182-195 A Comprehensive Methodology for Evaluating Conversation-Based Interfaces to Relational Databases (C-BIRDs) (Majdi Owda, Amani Yousef Owda, Fathi Gasir)....Pages 196-208 Disease Normalization with Graph Embeddings (D. Pujary, C. Thorne, W. Aziz)....Pages 209-217 Quranic Topic Modelling Using Paragraph Vectors (Menwa Alshammeri, Eric Atwell, Mhd Ammar Alsalka)....Pages 218-230 Language Revitalization: A Benchmark for Akan-to-English Machine Translation (Kingsley Nketia Acheampong, Nathaniel Nii Oku Sackey)....Pages 231-244 A Machine Learning Platform for NLP in Big Data (Mauro Mazzei)....Pages 245-259 Recent News Recommender Using Browser’s History (Samer Sawalha, Arafat Awajan)....Pages 260-276 Building a Wikipedia N-GRAM Corpus (Jorge Ramón Fonseca Cacho, Ben Cisneros, Kazem Taghva)....Pages 277-294 Control Interface of an Automatic Continuous Speech Recognition System in Standard Arabic Language (Brahim Fares Zaidi, Malika Boudraa, Sid-Ahmed Selouani, Mohammed Sidi Yakoub, Ghania Hamdani)....Pages 295-303 Emotion Detection Throughout the Speech (Manuel Rodrigues, Dalila Durães, Ricardo Santos, Cesar Analide)....Pages 304-314 Understanding Troll Writing as a Linguistic Phenomenon (Sergei Monakhov)....Pages 315-334 Spatial Sentiment and Perception Analysis of BBC News Articles Using Twitter Posts Mining (Farah Younas, Majdi Owda)....Pages 335-346 Human-Machine Interaction for Improved Cybersecurity Named Entity Recognition Considering Semantic Similarity (Kazuaki Kashihara, Jana Shakarian, Chitta Baral)....Pages 347-361 Predicting University Students’ Public Transport Preferences for Sustainability Improvement (Ali Bakdur, Fumito Masui, Michal Ptaszynski)....Pages 362-376 Membrane Clustering Using the PostgreSQL Database Management System (Tamás Tarczali, Péter Lehotay-Kéry, Attila Kiss)....Pages 377-388 STAR: Spatio-Temporal Prediction of Air Quality Using a Multimodal Approach (Tien-Cuong Bui, Joonyoung Kim, Taewoo Kang, Donghyeon Lee, Junyoung Choi, Insoon Yang et al.)....Pages 389-406 Fair Allocation Based Soft Load Shedding (Sarwan Ali, Haris Mansoor, Imdadullah Khan, Naveed Arshad, Safiullah Faizullah, Muhammad Asad Khan)....Pages 407-424 VDENCLUE: An Enhanced Variant of DENCLUE Algorithm (Mariam S. Khader, Ghazi Al-Naymat)....Pages 425-436 Detailed Clustering Based on Gaussian Mixture Models (Nikita Andriyanov, Alexander Tashlinsky, Vitaly Dementiev)....Pages 437-448 Smartphone Applications Developed to Collect Mobility Data: A Review and SWOT Analysis (Cristina Pronello, Pinky Kumawat)....Pages 449-467 A Novel Approach for Heart Disease Prediction Using Genetic Algorithm and Ensemble Classification (Indu Yekkala, Sunanda Dixit)....Pages 468-489 An Improved Algorithm for Fast K-Word Proximity Search Based on Multi-component Key Indexes (Alexander B. Veretennikov)....Pages 490-510 A Feedback Integrated Web-Based Multi-Criteria Group Decision Support Model for Contractor Selection Using Fuzzy Analytic Hierarchy Process (Abimbola H. Afolayan, Bolanle A. Ojokoh, Adebayo O. Adetunmbi)....Pages 511-528 AIS Ship Trajectory Clustering Based on Convolutional Auto-encoder (Taizheng Wang, Chunyang Ye, Hui Zhou, Mingwang Ou, Bo Cheng)....Pages 529-546 An Improved Q-Learning Algorithm for Path Planning in Maze Environments (Shimin Gu, Guojun Mao)....Pages 547-557 Automatic Classification of Web News: A Systematic Mapping Study (Mauricio Pandolfi-González, Christian Quesada-López, Alexandra Martínez, Marcelo Jenkins)....Pages 558-574 Big Data Clustering Using MapReduce Framework: A Review (Mariam S. Khader, Ghazi Al-Naymat)....Pages 575-593 A Text Extraction-Based Smart Knowledge Graph Composition for Integrating Lessons Learned During the Microchip Design (Hasan Abu Rasheed, Christian Weber, Johannes Zenkert, Peter Czerner, Roland Krumm, Madjid Fathi)....Pages 594-610 Clustering Approach to Topic Modeling in Users Dialogue (E. Feldina, O. Makhnytkina)....Pages 611-617 Knowledge-Based Model for Formal Representation of Complex System Visual Models (Andrey I. Vlasov, Ludmila V. Juravleva, Vadim A. Shakhnov)....Pages 618-632 Data Mining Solutions for Direct Marketing Campaign (Torubein Fawei, Duke T. J. Ludera)....Pages 633-645 A Review of Phishing URL Detection Using Machine Learning Classifiers (Sajjad Jalil, Muhammad Usman)....Pages 646-665 Data Mining and Machine Learning Techniques for Bank Customers Segmentation: A Systematic Mapping Study (Maricel Monge, Christian Quesada-López, Alexandra Martínez, Marcelo Jenkins)....Pages 666-684 Back to the Past to Charter the Vinyl Electronic Market: A Data Mining Approach (Sara Lousão, Pedro Ramos, Sérgio Moro)....Pages 685-692 Learning a Generalized Matrix from Multi-graphs Topologies Towards Microservices Recommendations (Ilias Tsoumas, Chrysostomos Symvoulidis, Dimosthenis Kyriazis)....Pages 693-702 Big Data in Smart Infrastructure (Will Serrano)....Pages 703-732 Academic Articles Recommendation Using Concept-Based Representation (Dina Mohamed, Ayman El-Kilany, Hoda M. O. Mokhtar)....Pages 733-744 Self-organising Urban Traffic Control on Micro-level Using Reinforcement Learning and Agent-Based Modelling (Stefan Bosse)....Pages 745-764 The Adoption of Electronic Administration by Citizens: Case of Morocco (Fadwa Satry, Ez-zohra Belkadi)....Pages 765-779 Back Matter ....Pages 781-783 The three volume set, Intelligent Systems and Applications - Proceedings of the 2020 Intelligent Systems Conference, is a remarkable collection of chapters covering a wider range of topics in areas of intelligent systems and artificial intelligence and their applications to the real world. The Conference attracted a total of 545 submissions from many academic pioneering researchers, scientists, industrial engineers, students from all around the world. These submissions underwent a double-blind peer review process. Of those 545 submissions, 177 submissions have been selected to be included in these proceedings. As intelligent systems continue to replace and sometimes outperform human intelligence in decision-making processes, they have enabled a larger number of problems to be tackled more effectively.This branching out of computational intelligence in several directions and use of intelligent systems in everyday applications have created the need for such an international conference which serves as a venue to report on up-to-the-minute innovations and developments. This book collects both theory and application based chapters on all aspects of artificial intelligence, from classical to intelligent scope. We hope that readers find the volume interesting and valuable; it provides the state of the art intelligent methods and techniques for solving real world problems along with a vision of the future research The book Intelligent Systems and Applications - Proceedings of the 2020 Intelligent Systems Conference is a remarkable collection of chapters covering a wider range of topics in areas of intelligent systems and artificial intelligence and their applications to the real world. The Conference attracted a total of 545 submissions from many academic pioneering researchers, scientists, industrial engineers, students from all around the world. These submissions underwent a double-blind peer review process. Of those 545 submissions, 177 submissions have been selected to be included in these proceedings. As intelligent systems continue to replace and sometimes outperform human intelligence in decision-making processes, they have enabled a larger number of problems to be tackled more effectively. This branching out of computational intelligence in several directions and use of intelligent systems in everyday applications have created the need for such an international conference which serves as a venue to report on up-to-the-minute innovations and developments. This book collects both theory and application based chapters on all aspects of artificial intelligence, from classical to intelligent scope. We hope that readers find the volume interesting and valuable; it provides the state of the art intelligent methods and techniques for solving real world problems along with a vision of the future research