Intelligent systems and applications : proceedings of the 2019 Intelligent Systems Conference (IntelliSys). Volume 2

The book presents a remarkable collection of chapters covering a wide range of topics in the areas of intelligent systems and artificial intelligence, and their real-world applications. It gathers the proceedings of the Intelligent Systems Conference 2019, which attracted a total of 546 submissions from pioneering researchers, scientists, industrial engineers, and students from all around the world. These submissions underwent a double-blind peer-review process, after which 190 were selected for inclusion in these proceedings. As intelligent systems continue to replace and sometimes outperform human intelligence in decision-making processes, they have made it possible to tackle a host of problems more effectively. This branching out of computational intelligence in several directions and use of intelligent systems in everyday applications have created the need for an international conference as a venue for reporting on the latest innovations and trends. This book collects both theory and application based chapters on virtually all aspects of artificial intelligence; presenting state-of-the-art intelligent methods and techniques for solving real-world problems, along with a vision for future research, it represents a unique and valuable asset. Front Matter ....Pages i-xv A New Approach of Service Platform for Water Optimization in Lettuce Crops Using Wireless Sensor Network (Edgar Maya-Olalla, Hernán Domínguez-Limaico, Carlos Vásquez-Ayala, Edgar Jaramillo-Vinueza, Marcelo Zambrano V, Alexandra Jácome-Ortega et al.)....Pages 1-13 A Novel AI Based Optimization of Node Selection and Information Fusion in Cooperative Wireless Networks (Yuan Gao, Hong Ao, Weigui Zhou, Su Hu, Haosen Yu, Yang Guo et al.)....Pages 14-23 Using Automated State Space Planning for Effective Management of Visual Information and Learner’s Attention in Virtual Reality (Opeoluwa Ladeinde, Mohammad Abdur Razzaque, The Anh Han)....Pages 24-40 Real-Time Lane Detection and Extreme Learning Machine Based Tracking Control for Intelligent Self-driving Vehicle (Sabir Hossain, Oualid Doukhi, Inseung Lee, Deok-jin Lee)....Pages 41-50 Pedestrian Recognition and Obstacle Avoidance for Autonomous Vehicles Using Raspberry Pi (Charlie Day, Liam McEachen, Asiya Khan, Sanjay Sharma, Giovanni Masala)....Pages 51-69 Improving Urban Air Quality Through Long-Term Optimisation of Vehicle Fleets (Darren M. Chitty, Rakhi Parmar, Peter R. Lewis)....Pages 70-89 Analysing Data Set of the Bike–Sharing System Demand with R Scripts: Mexico City Case (Luis A. Moncayo–Martínez)....Pages 90-105 A Path Towards Understanding Factors Affecting Crash Severity in Autonomous Vehicles Using Current Naturalistic Driving Data (Franco van Wyk, Anahita Khojandi, Neda Masoud)....Pages 106-120 Automobile Automation and Lifecycle: How Digitalisation and Security Issues Affect the Car as a Product and Service? (Antti Hakkala, Olli I. Heimo)....Pages 121-137 Less-than-Truckload Shipper Collaboration in the Physical Internet (Minghui Lai, Xiaoqiang Cai)....Pages 138-151 Smartphone-Based Intelligent Driver Assistant: Context Model and Dangerous State Recognition Scheme (Igor Lashkov, Alexey Kashevnik)....Pages 152-165 Voice Recognition Based System to Adapt Automatically the Readability Parameters of a User Interface (Hélène Soubaras)....Pages 166-178 A Machine-Synesthetic Approach to DDoS Network Attack Detection (Yuri Monakhov, Oleg Nikitin, Anna Kuznetsova, Alexey Kharlamov, Alexandr Amochkin)....Pages 179-191 Novel Synchronous Brain Computer Interface Based on 2-D EEG Local Binary Patterning (Daniela De Venuto, Giovanni Mezzina)....Pages 192-210 LSTM-Based Facial Performance Capture Using Embedding Between Expressions (Hsien-Yu Meng, Jiangtao Wen)....Pages 211-226 Automatic Curation System Using Multimodal Analysis Approach (MAA) (Wei Yuan, Yong Zhang, Xiaojun Hu, Mei Song)....Pages 227-240 Mixed Reality for Industry? An Empirical User Experience Study (Olli I. Heimo, Leo Sakari, Tero Säntti, Teijo Lehtonen)....Pages 241-253 Person Detection in Thermal Videos Using YOLO (Marina Ivasic-Kos, Mate Kristo, Miran Pobar)....Pages 254-267 Implementation of a Hybridized Machine Learning Framework for Flood Risk Management (Oluwole Charles Akinyokun, Udoinyang Godwin Inyang, Emem Etok Akpan)....Pages 268-291 Word Similarity Computing Based on HowNet and Synonymy Thesaurus (Hongmei Nie, Jiaqing Zhou, Hui Wang, Minshuo Li)....Pages 292-305 A Comparison of fastText Implementations Using Arabic Text Classification (Nuha Alghamdi, Fatmah Assiri)....Pages 306-311 The Social Net of Sentiment: Improving the Base Sentiment Analysis of High Impact Events with Lexical Category Exploration (Maxwell Fowler, Aleshia Hayes, Kanika Binzani)....Pages 312-320 Reflective Writing Analysis Approach Based on Semantic Concepts: An Evaluation of WordNet Affect Efficiency (Huda Alrashidi, Mike Joy)....Pages 321-333 Semantic-Based Feedback Recommendation for Automatic Essay Evaluation (Tsegaye Misikir Tashu, Tomáš Horváth)....Pages 334-346 Figurative Language Grounding in Humanoid Robots (Maja Gwóźdź)....Pages 347-362 Masdar: A Novel Sequence-to-Sequence Deep Learning Model for Arabic Stemming (Mohammed M. Fouad, Ahmed Mahany, Iyad Katib)....Pages 363-373 Nomen Meum Earl: Yet Another Route to Intelligent Machine Behavior (Chris Lanz)....Pages 374-394 LIT: Rule Based Italian Lemmatizer (Simone Molendini, Antonio Guerrieri, Andrea Filieri)....Pages 395-404 Intelligent Sense-Enabled Lexical Search on Text Documents (Anu Thomas, S. Sangeetha)....Pages 405-415 Predicting Sentiment in Yorùbá Written Texts: A Comparison of Machine Learning Models (Abimbola Rhoda Iyanda, Omolayo Abegunde)....Pages 416-431 An Introductory Survey on Attention Mechanisms in NLP Problems (Dichao Hu)....Pages 432-448 Advanced Similarity Measures Using Word Embeddings and Siamese Networks in CBR (Kareem Amin, George Lancaster, Stelios Kapetanakis, Klaus-Dieter Althoff, Andreas Dengel, Miltos Petridis)....Pages 449-462 Intelligent Flower Detection System Using Machine Learning (Amna Safar, Maytham Safar)....Pages 463-472 Development of an Interactive Virtual Reality for Medical Skills Training Supervised by Artificial Neural Network (Shabnam Sadeghi Esfahlani, Viktor Izsof, Sabrina Minter, Ali Kordzadeh, Hassan Shirvani, Karim Sadeghi Esfahlani)....Pages 473-482 Toward Robust Image Classification (Basemah Alshemali, Alta Graham, Jugal Kalita)....Pages 483-489 Determining the Number of Hidden Layers in Neural Network by Using Principal Component Analysis (Muh. Ibnu Choldun R., Judhi Santoso, Kridanto Surendro)....Pages 490-500 Symmetry Constrained Machine Learning (Doron L. Bergman)....Pages 501-512 An Integrated SEM-Neural Network for Predicting and Understanding the Determining Factor for Institutional Repositories Adoption (Shahla Asadi, Rusli Abdullah, Yusmadi Yah Jusoh)....Pages 513-532 Load Balancing Using Neural Networks Approach for Assisted Content Delivery in Heterogeneous Network (Raid Sakat, Raed Saadoon, Maysam Abbod)....Pages 533-547 Combining Diffusion Processes for Semi-supervised Learning on Graph Structured Data (Abdullah Al-Gafri, Muhammed Moinuddin, Ubaid M. Al-Saggaf)....Pages 548-556 Smart Energy Usage and Visualization Based on Micro-moments (Abdullah Alsalemi, Faycal Bensaali, Abbes Amira, Noora Fetais, Christos Sardianos, Iraklis Varlamis)....Pages 557-566 The Functional Design Method for Public Buildings Together with Gamification of Information Models Enables Smart Planning by Crowdsourcing and Simulation and Learning of Rescue Environments (Jukka Selin, Markku Rossi)....Pages 567-587 Deep Learning Based Pedestrian Detection at Distance in Smart Cities (Ranjith K Dinakaran, Philip Easom, Ahmed Bouridane, Li Zhang, Richard Jiang, Fozia Mehboob et al.)....Pages 588-593 Infrastructural Models of Intermediary Service Providers in Digital Economy (Anton Ivaschenko, Stanislav Korchivoy, Michail Spodobaev)....Pages 594-605 “Smart City” Governance Technologies Development in the Era of the 4th Industrial Revolution (Mikhail Kuznetsov, Maria Nikishova, Anna Belova)....Pages 606-618 D2C-DM: Distributed-to-Centralized Data Management for Smart Cities Based on Two Ongoing Case Studies (Amir Sinaeepourfard, John Krogstie, Sobah Abbas Petersen)....Pages 619-632 Information and Thermic Control System for Water Contaminant Charge Removal of the City of Villavicencio, Colombia (Obeth Romero)....Pages 633-641 Improving Traffic Safety Through Video Analysis in Jakarta, Indonesia (João Caldeira, Alex Fout, Aniket Kesari, Raesetje Sefala, Joseph Walsh, Katy Dupre et al.)....Pages 642-649 Dynamic Scaling of EEG Fluctuations of Patients with Learning Disorders Based on Artificial Intelligence (Oswaldo Morales Matamoros, Jesús Jaime Moreno Escobar, Ixchel Lina Reyes, Teresa Ivonne Contreras Troya, Ricardo Tejeida Padilla)....Pages 650-670 Blood Glucose Level Prediction Using Optimized Neural Network for Virtual Patients (Muhammad Asad, Younas Khan, Usman Qamar, Saba Bashir)....Pages 671-683 A Review of Continuous Blood Glucose Monitoring and Prediction of Blood Glucose Level for Diabetes Type 1 Patient in Different Prediction Horizons (PH) Using Artificial Neural Network (ANN) (Muhammad Asad, Usman Qamar)....Pages 684-695 ED Revisits Forecasting: Utilizing Latent Models (Ofir Ben-Assuli, Joshua R. Vest)....Pages 696-702 Color Signal Processing Methods for Webcam-Based Heart Rate Evaluation (Mikhail Kopeliovich, Mikhail Petrushan)....Pages 703-723 Genetic Algorithm Based Selection of Appropriate Biomarkers for Improved Breast Cancer Prediction (Arnab Kumar Mishra, Pinki Roy, Sivaji Bandyopadhyay)....Pages 724-732 Electronic Prosthetics for the Rehabilitation of the Carpal Tunnel Syndrome (Santiago Núñez, Patricio Encalada, Santiago Manzano, Juan P. Pallo, Dennis Chicaiza, Carlos Gordón)....Pages 733-749 Artificial Intelligent (AI) Clinical Edge for Voice Disorder Detection (Jaya Shankar Vuppalapati, Santosh Kedaru, Sharat Kedari, Anitha Ilapakurti, Chandrasekar Vuppalapati)....Pages 750-766 Virtual Therapy System in a Multisensory Environment for Patients with Alzheimer’s (Patricio Encalada, Johana Medina, Santiago Manzano, Juan P. Pallo, Dennis Chicaiza, Carlos Gordón et al.)....Pages 767-781 Using Local Binary Patterns and Convolutional Neural Networks for Melanoma Detection (Saeed Iqbal, Adnan N. Qureshi, Mukti Akter)....Pages 782-789 A Hybrid Model to Predict Glucose Oscillation for Patients with Type 1 Diabetes and Suggest Customized Recommendations (João Paulo Aragão Pereira, Anarosa Alves Franco Brandão, Joyce da Silva Bevilacqua, Maria Lúcia Cardillo Correa Giannella)....Pages 790-801 Modeling a Vulnerability Index for Leprosy Using Spatial Analysis and Artificial Intelligence Techniques in a Hyperendemic Municipality in the Amazon (Rafael Eich da Silva, Valney Mara Gomes Conde, Marcos José da Silva Baia, Cláudio Guedes Salgado, Guilherme Augusto Barros Conde)....Pages 802-823 Ensemble Approach for Left Ventricle Segmentation (Chen Avni, Maya Herman)....Pages 824-834 Escaping Diagnosability and Entering Uncertainty in Temporal Diagnosis of Discrete-Event Systems (Nicola Bertoglio, Gianfranco Lamperti, Marina Zanella, Xiangfu Zhao)....Pages 835-852 A Robotic Hand for Arabic Sign Language Teaching and Translation (Maha Alrabiah, Hissah AlMuneef, Sadeem AlMarri, Ebtisam AlShammari, Faten Alsunaid)....Pages 853-869 Can Machine Learning Be Used to Discriminate Between Burns and Pressure Ulcer? (Aliyu Abubakar, Hassan Ugail, Ali Maina Bukar)....Pages 870-880 Genetic Algorithm Based Optimal Feature Selection Extracted by Time-Frequency Analysis for Enhanced Sleep Disorder Diagnosis Using EEG Signal (Md. Rashedul Islam, Md. Abdur Rahim, Md. Rajibul Islam, Jungpil Shin)....Pages 881-894 On Applying Ambient Intelligence to Assist People with Profound Intellectual and Multiple Disabilities (Michal Kosiedowski, Arkadiusz Radziuk, Piotr Szymaniak, Wojciech Kapsa, Tomasz Rajtar, Maciej Stroinski et al.)....Pages 895-914 Style Transfer for Dermatological Data Augmentation (Tamás Nyíri, Attila Kiss)....Pages 915-923 Analysis of the Stability, Control and Implementation of Real Parameters of the Robot Walking (Arbnor Pajaziti, Xhevahir Bajrami, Ahmet Shala, Ramë Likaj, Lum Rexha, Astrit Zekaj et al.)....Pages 924-939 Autonomous Robot Navigation with Signaling Based on Objects Detection Techniques and Deep Learning Networks (Carlos Gordón, Patricio Encalada, Henry Lema, Diego León, Cristhian Castro, Dennis Chicaiza)....Pages 940-953 Intelligent Autonomous Navigation of Robot KUKA YouBot (Carlos Gordón, Patricio Encalada, Henry Lema, Diego León, Cristhian Castro, Dennis Chicaiza)....Pages 954-967 Intrusion Detection in Robotic Swarms (Ian Sargeant, Allan Tomlinson)....Pages 968-980 Human Digital Twin: Enabling Human-Multi Smart Machines Collaboration (Wael Hafez)....Pages 981-993 ‘If You Agree with Me, Do I Trust You?’: An Examination of Human-Agent Trust from a Psychological Perspective (Hsiao-Ying Huang, Michael Twidale, Masooda Bashir)....Pages 994-1013 Using Local Objects to Improve Estimation of Mobile Object Coordinates and Smoothing Trajectory of Movement by Autoregression with Multiple Roots (Nikita Andriyanov, Konstantin Vasiliev)....Pages 1014-1025 An Empirical Review of Calibration Techniques for the Pepper Humanoid Robot’s RGB and Depth Camera (Avinash Kumar Singh, Neha Baranwal, Kai-Florian Richter)....Pages 1026-1038 Convolutional Neural Network Applied to the Gesticulation Control of an Interactive Social Robot with Humanoid Aspect (Edisson Arias, Patricio Encalada, Franklin Tigre, Cesar Granizo, Carlos Gordon, Marcelo V. Garcia)....Pages 1039-1053 Automation of Synthesized Optimal Control Problem Solution for Mobile Robot by Genetic Programming (Askhat Diveev, Elena Sofronova)....Pages 1054-1072 Towards Partner-Aware Humanoid Robot Control Under Physical Interactions (Yeshasvi Tirupachuri, Gabriele Nava, Claudia Latella, Diego Ferigo, Lorenzo Rapetti, Luca Tagliapietra et al.)....Pages 1073-1092 Momentum-Based Topology Estimation of Articulated Objects (Yeshasvi Tirupachuri, Silvio Traversaro, Francesco Nori, Daniele Pucci)....Pages 1093-1105 Telexistence and Teleoperation for Walking Humanoid Robots (Mohamed Elobaid, Yue Hu, Giulio Romualdi, Stefano Dafarra, Jan Babic, Daniele Pucci)....Pages 1106-1121 Terrain Classification Using W-K Filter and 3D Navigation with Static Collision Avoidance (J. P. Matos-Carvalho, Dário Pedro, Luís Miguel Campos, José Manuel Fonseca, André Mora)....Pages 1122-1137 Robot Navigation with PolyMap, a Polygon-Based Map Format (Johann Dichtl, Xuan S. Le, Guillaume Lozenguez, Luc Fabresse, Noury Bouraqadi)....Pages 1138-1152 Identification of Motor Parameters on Coupled Joints (Nuno Guedelha, Silvio Traversaro, Daniele Pucci)....Pages 1153-1172 Improving Human-Machine Interaction for a Powered Wheelchair Driver by Using Variable-Switches and Sensors that Reduce Wheelchair-Veer (David Sanders, Martin Langner, Nils Bausch, Ya Huang, Sergey Khaustov, Sarinova Simandjunta)....Pages 1173-1191 De-Noising Signals Using Wavelet Transform in Internet of Underwater Things (Asiya Khan, Richard Pemberton, Abdul Momen, Daniel Bristow)....Pages 1192-1198 Using Experts’ Perceptual Skill for Dermatological Image Segmentation (Qiao Li, Wanju Hou)....Pages 1199-1208 Applications of Gaussian Process Latent Variable Models in Finance (Rajbir S. Nirwan, Nils Bertschinger)....Pages 1209-1221 Channel-Wise Reconstruction-Based Anomaly Detection Framework for Multi-channel Sensor Data (Mingu Kwak, Seoung Bum Kim)....Pages 1222-1233 Designing an Artefact for Sharing and Reusing Teaching Practices in Higher Education Institutions: An Exploratory Study (Nouf Almujally, Mike Joy)....Pages 1234-1242 Intelligent Method for 3D Image Display with Semitransparent Object Representations (Kohei Arai)....Pages 1243-1250 Estimation of Average Information Content: Comparison of Impact of Contexts (Michael Richter, Yuki Kyogoku, Max Kölbl)....Pages 1251-1257 Fuzzy Controller for Sun Tracking (Using Image Processing) (Ali Hamouda, Mutaz Ababneh, Mohamed Al Zahrani, Abdelkader Chabchoub)....Pages 1258-1266 GMC: Grid Based Motion Clustering in Dynamic Environment (Handuo Zhang, Karunasekera Hasith, Hui Zhou, Han Wang)....Pages 1267-1280 Rising from Systemic to Industrial Artificial Intelligence Applications (AIA) for Predictive Decision Making (PDM) - Four Examples (Bernhard Heiden, Bianca Tonino-Heiden, Tanja Obermüller, Christian Loipold, Wolfgang Wissounig)....Pages 1281-1288 A Machine Learning Approach for Classification of Tremor - A Neurological Movement Disorder (Rajesh Ranjan, Marimuthu Palaniswami, Braj Bhushan)....Pages 1289-1307 Back Matter ....Pages 1309-1312