Intelligent Systems and Applications: Proceedings of the 2020 Intelligent Systems Conference (IntelliSys) Volume 2

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