Intelligent Systems and Applications: Proceedings of the 2020 Intelligent Systems Conference (IntelliSys) Volume 3

Front Matter ....Pages i-xii
 Multimodal Affective Computing Based on Weighted Linear Fusion  (Ke Jin, Yiming Wang, Cheng Wu)....Pages 1-12
 Sociophysics Approach of Simulation of Mass Media Effects in Society Using New Opinion Dynamics  (Akira Ishii, Nozomi Okano)....Pages 13-28
 ORTIA: An Algorithm to Improve Quality of Experience in HTTP Adaptive Bitrate Streaming Sessions  (Usman Sharif, Adnan N. Qureshi, Seemal Afza)....Pages 29-44
 Methods and Means for Analyzing Heat-Loss in Buildings for Increasing Their Energy Efficiency  (Veneta Yosifova)....Pages 45-54
 The Energy Conservation and Consumption in Wireless Sensor Networks Based on Energy Efficiency Clustering Routing Protocol  (Gaudence Stanslaus Tesha, Muhamed Amanul)....Pages 55-72
 Intelligent Control of Traffic Flows Under Conditions of Incomplete Information  (Elena Sofronova, Askhat Diveev)....Pages 73-87
 Virtual Dog  (José Luis Pastrana-Brincones)....Pages 88-95
 Context-Aware Transfer of Task-Based IoT Service Settings  (Michael Zipperle, Achim Karduck, In-Young Ko)....Pages 96-114
 Agent-Based Architectural Models of Supply Chain Management in Digital Ecosystems  (Alexander Suleykin, Natalya Bakhtadze)....Pages 115-127
 A Deep Insight into Signature Verification Using Deep Neural Network  (Umair Muneer Butt, Fatima Masood, Zaib unnisa, Shahid Razzaq, Zaheer Dar, Samreen Azhar et al.)....Pages 128-138
 Measures to Ensure the Reliability of the Functioning of Information Systems in Respect to State and Critically Important Information Systems  (Askar Boranbayev, Seilkhan Boranbayev, Askar Nurbekov)....Pages 139-152
 IoTManager: Concerns-Based SDN Management Framework for IoT Networks  (Radwa Hamed, Mohamed Rizk, Bassem Mokhtar)....Pages 153-167
 JomImage: Weight Control with Mobile SnapFudo  (Viva Vivilyana, P. S. JosephNg, A. S. Shibghatullah, H. C. Eaw)....Pages 168-180
 Smart Assist System for Driver Safety  (Etee Kawna Roy, Shubhalaxmi Kher)....Pages 181-187
 On the Applicability of 2D Local Binary Patterns for Identifying Electrical Appliances in Non-intrusive Load Monitoring  (Yassine Himeur, Abdullah Alsalemi, Faycal Bensaali, Abbes Amira, Christos Sardianos, Iraklis Varlamis et al.)....Pages 188-205
 Management of Compressed Air to Reduce Energy Consumption Using Intelligent Systems  (Mohamad Thabet, David Sanders, Malik Haddad, Nils Bausch, Giles Tewkesbury, Victor Becarra et al.)....Pages 206-217
 Multi-platform Mission Planning Based on Distributed Planning Method  (Yang Guo, Shao-chi Cheng)....Pages 218-228
 Development of Artificial Intelligence Based Module to Industrial Network Protection System  (Filip Holik, Petr Dolezel, Jan Merta, Dominik Stursa)....Pages 229-240
 Learning and Cognition in Financial Markets: A Paradigm Shift for Agent-Based Models  (Johann Lussange, Alexis Belianin, Sacha Bourgeois-Gironde, Boris Gutkin)....Pages 241-255
 Agent-Based Simulation for Testing Vehicle-On-Demand Services in Rural Areas  (Marius Becherer, Achim Karduck)....Pages 256-269
 Overcrowding Detection Based on Crowd-Gathering Pattern Model  (Liu Bai, Chen Wu, Yiming Wang)....Pages 270-284
 Multi-person Spatial Interaction in a Large Immersive Display Using Smartphones as Touchpads  (Gyanendra Sharma, Richard J. Radke)....Pages 285-302
 Predicting Vehicle Passenger Stress Based on Sensory Measurements  (Dario Niermann, Andreas Lüdtke)....Pages 303-314
 Infinite Mixtures of Gaussian Process Experts with Latent Variables and its Application to Terminal Location Estimation from Multiple-Sensor Values  (Ryo Hanafusa, Jiro Ebara, Takeshi Okadome)....Pages 315-330
 Flying Sensor Network Optimization Using Bee Intelligence for Internet of Things  (Abdu Salam, Qaisar Javaid, Gohar Ali, Fahad Ahmad, Masood Ahmad, Ishtiaq Wahid)....Pages 331-339
 A Quantum Model for Decision Support in a Sensor Network  (Shahram Payandeh)....Pages 340-352
 Design and Implementation of a Flexible Platform for Remote Monitoring of Environmental Variables  (Francisco de Izaguirre, Maite Gil, Marco Rolón, Nicolás Pérez, Pablo Monzón)....Pages 353-363
 Adaptable Embedding Algorithm to Secure Stream Data in the Wireless Sensor Network  (Mohammad Amanul Islam)....Pages 364-385
 Intelligent Monitoring Systemof Environmental Biovariables in Poultry Farms  (Gabriela Chiluisa-Velasco, Johana Lagla-Quinaluisa, David Rivas-Lalaleo, Marcelo Alvarez-Veintimilla)....Pages 386-399
 Effect of Analysis Window and Feature Selection on Classification of Hand Movements Using EMG Signal  (Asad Ullah, Sarwan Ali, Imdadullah Khan, Muhammad Asad Khan, Safiullah Faizullah)....Pages 400-415
 A Convolutional Neural Network Approach for Quantification of Tremor Severity in Neurological Movement Disorders  (Rajesh Ranjan, Braj Bhushan, Marimuthu Palaniswami, Alok Verma)....Pages 416-429
 Brain MR Imaging Segmentation Using Convolutional Auto Encoder Network for PET Attenuation Correction  (Imene Mecheter, Abbes Amira, Maysam Abbod, Habib Zaidi)....Pages 430-440
 Colorimetric Analysis of Images Based on Objective Color Data  (Valery V. Bakutkin, Ilya V. Bakutkin, Yuriy N. Zayko, Vladimir A. Zelenov)....Pages 441-451
 A Deep Learning-Based Approach for the Classification of Gait Dynamics in Subjects with a Neurodegenerative Disease  (Giovanni Paragliola, Antonio Coronato)....Pages 452-468
 Smartphone-Based Diabetic Retinopathy Severity Classification Using Convolution Neural Networks  (Sarah Sheikh, Uvais Qidwai)....Pages 469-481
 Alzheimer Disease Prediction Model Based on Decision Fusion of CNN-BiLSTM Deep Neural Networks  (Shaker El-Sappagh, Tamer Abuhmed, Kyung Sup Kwak)....Pages 482-492
 On Mistakes We Made in Prior Computational Psychiatry Data Driven Approach Projects and How They Jeopardize Translation of Those Findings in Clinical Practice  (Milena Čukić, Dragoljub Pokrajac, Viktoria Lopez)....Pages 493-510
 Machine Learning Strategies to Distinguish Oral Cancer from Periodontitis Using Salivary Metabolites  (Eden Romm, Jeremy Li, Valentina L. Kouznetsova, Igor F. Tsigelny)....Pages 511-526
 Smart Guide System for Blind People by Means of Stereoscopic Vision  (Jesús Jaime Moreno Escobar, Oswaldo Morales Matamoros, Ricardo Tejeida Padilla, Jhonatan Castañón Martínez, Mario Mendieta López)....Pages 527-544
 An IoMT System for Healthcare Emergency Scenarios  (Tomás Jerónimo, Bruno Silva, Nuno Pombo)....Pages 545-558
 Introducing Time-Delays to Analyze Driver Reaction Times When Using a Powered Wheelchair  (David Sanders, Malik Haddad, Martin Langner, Peter Omoarebun, John Chiverton, Mohamed Hassan et al.)....Pages 559-570
 Intelligent Control and HCI for a Powered Wheelchair Using a Simple Expert System and Ultrasonic Sensors  (David Sanders, Malik Haddad, Peter Omoarebun, Favour Ikwan, John Chiverton, Shikun Zhou et al.)....Pages 571-583
 Intelligent System to Analyze Data About Powered Wheelchair Drivers  (Malik Haddad, David Sanders, Martin Langner, Mohamad Thabet, Peter Omoarebun, Alexander Gegov et al.)....Pages 584-593
 Intelligent Control of the Steering for a Powered Wheelchair Using a Microcomputer  (Malik Haddad, David Sanders, Martin Langner, Nils Bausch, Mohamad Thabet, Alexander Gegov et al.)....Pages 594-603
 Intelligent Risk Prediction of Storage Tank Leakage Using an Ishikawa Diagram with Probability and Impact Analysis  (Favour Ikwan, David Sanders, Malik Haddad, Mohamed Hassan, Peter Omoarebun, Mohamad Thabet et al.)....Pages 604-616
 Use of the Analytical Hierarchy Process to Determine the Steering Direction for a Powered Wheelchair  (Malik Haddad, David Sanders, Mohamad Thabet, Alexander Gegov, Favour Ikwan, Peter Omoarebun et al.)....Pages 617-630
 Methodology of Displaying Surveillance Area of CCTV Camera on the Map for Immediate Response in Border Defense Military System  (Hyungheon Kim, Taewoo Kim, Youngkyun Cha)....Pages 631-637
 Detecting Control Flow Similarities Using Machine Learning Techniques  (André Schäfer, Wolfram Amme)....Pages 638-646
 Key to Artificial Intelligence (AI)  (Bernhard Heiden, Bianca Tonino-Heiden)....Pages 647-656
 US Traffic Sign Recognition Using CNNs  (W. Shannon Brown, Kaushik Roy, Xiaohong Yuan)....Pages 657-661
 Grasping Unknown Objects Using Convolutional Neural Networks  (Pranav Krishna Prasad, Benjamin Staehle, Igor Chernov, Wolfgang Ertel)....Pages 662-672
 A Proposed Technology IoT Based Ecosystem for Tackling the Marine Beach Litter Problem  (Stavros T. Ponis)....Pages 673-678
 Machine Learning Algorithms for Preventing IoT Cybersecurity Attacks  (Steve Chesney, Kaushik Roy, Sajad Khorsandroo)....Pages 679-686
 Development of Web-Based Management System and Dataset for Radiology-Common Data Model (R-CDM) and Its Clinical Application in Liver Cirrhosis  (SeungJin Kim, Chang-Won Jeong, Tae-Hoon Kim, ChungSub Lee, Si-Hyeong Noh, Ji Eon Kim et al.)....Pages 687-695
 Shared Autonomy in Web-Based Human Robot Interaction  (Yug Ajmera, Arshad Javed)....Pages 696-702
 tanh Neurons Are Bayesian Decision Makers  (Christian Bauckhage, Rafet Sifa, Dirk Hecker)....Pages 703-707
 Solving Jigsaw Puzzles Using Variational Autoencoders  (Mostafa Korashy, Islam A. T. F. Taj-Eddin, Mahmoud Elsaadany, Shoukry I. Shams)....Pages 708-712
 Followers of School Shooting Online Communities in Russia: Age, Gender, Anonymity and Regulations  (Anastasia Peshkovskaya, Yuliya Mundrievskaya, Galina Serbina, Valeria Matsuta, Vyacheslav Goiko, Artem Feshchenko)....Pages 713-716
 Discrimination of Chronic Liver Disease in Non-contrast CT Images using CNN-Deep Learning  (Tae-Hoon Kim, Si-Hyeong Noh, Chang-Won Jeong, ChungSub Lee, Ji Eon Kim, SeungJin Kim et al.)....Pages 717-722
 Analysis and Classification of Urinary Stones Using Deep Learning Algorithm: A Clinical Application of Radiology-Common Data Model (R-CDM) Data Set  (Si-Hyeong Noh, SeungJin Kim, Ji Eon Kim, Chung-Sub Lee, Seng Chan You, Tae-Hoon Kim et al.)....Pages 723-729
 Intelligent Monitoring Using Hazard Identification Technique and Multi-sensor Data Fusion for Crude Distillation Column  (Peter Omoarebun, David Sanders, Favour Ikwan, Mohamed Hassan, Malik Haddad, Mohamad Thabet et al.)....Pages 730-741
 Factors Affecting the Organizational Readiness to Design Autonomous Machine Systems: Towards an Evaluation Framework  (Valtteri Vuorimaa, Eetu Heikkilä, Hannu Karvonen, Kari Koskinen, Jouko Laitinen)....Pages 742-747
 RADAR: Fast Approximate Reverse Rank Queries  (Sourav Dutta)....Pages 748-757
Back Matter ....Pages 759-761