Intelligent Systems and Applications: Proceedings of the 2019 Intelligent Systems Conference (IntelliSys) Volume 1

Front Matter ....Pages i-xiv
 Can Human Evidence Accumulation Be Modeled Using the Set-Theoretic Nature of Dempster-Shafer Theory?  (Samantha Lang, Eric Freedman, Michael E. Farmer)....Pages 1-9
 Emotional Speech Recognition Using SMILE Features and Random Forest Tree  (Ammar Mohsin Butt, Yusra Khalid Bhatti, Fawad Hussain)....Pages 10-17
 A Switching Approach that Improves Prediction Accuracy for Long Tail Recommendations  (Gharbi Alshammari, Jose L. Jorro-Aragoneses, Stelios Kapetanakis, Nikolaos Polatidis, Miltos Petridis)....Pages 18-28
 A Novel Algorithm for Dynamic Student Profile Adaptation Based on Learning Styles  (Shaimaa M. Nafea, François Siewe, Ying He)....Pages 29-51
 Exploring Transfer Learning for Low Resource Emotional TTS  (Noé Tits, Kevin El Haddad, Thierry Dutoit)....Pages 52-60
 Emotional Speech Datasets for English Speech Synthesis Purpose: A Review  (Noé Tits, Kevin El Haddad, Thierry Dutoit)....Pages 61-66
 Feature Selection for Hidden Markov Models with Discrete Features  (Stephen Adams, Peter A. Beling)....Pages 67-82
 Location Tracking and Location Prediction Techniques for Smart Traveler Apps  (Mohamad Amar Irsyad Mohd Aminuddin, Mohd Azam Osman, Wan Mohd Nazmee Wan Zainon, Abdullah Zawawi Talib)....Pages 83-96
 Implementation Aspects of Tensor Product Variable Binding in Connectionist Systems  (Alexander Demidovskij)....Pages 97-110
 Timing Attacks on Machine Learning: State of the Art  (Mazaher Kianpour, Shao-Fang Wen)....Pages 111-125
 HORUS: An Emotion Recognition Tool  (André Teixeira, Manuel Rodrigues, Davide Carneiro, Paulo Novais)....Pages 126-140
 Frustrated Equilibrium of Asymmetric Coordinating Dynamics in a Marketing Game  (Matthew G. Reyes)....Pages 141-159
 Cloud Capacity Planning Based on Simulation and Genetic Algorithms  (Riyadh A. K. Mehdi, Mirna Nachouki)....Pages 160-174
 Simulation of Artificially Generated Intelligence from an Object Oriented Perspective  (Bálint Fazekas, Attila Kiss)....Pages 175-193
 Robustness of Keystroke Dynamics Identification Algorithms Against Brain-Wave Variations Associated with Emotional Variations  (Enrique P. Calot, Jorge S. Ierache, Waldo Hasperué)....Pages 194-211
 Explanatory AI for Pertinent Communication in Autonomic Systems  (Marius Pol, Jean-Louis Dessalles, Ada Diaconescu)....Pages 212-227
 Genetic Algorithm Modeling for Photocatalytic Elimination of Impurity in Wastewater  (Raheleh Jafari, Sina Razvarz, Wen Yu, Alexander Gegov, Morten Goodwin, Mo Adda)....Pages 228-236
 Bitcoin: A Total Turing Machine  (Craig S. Wright)....Pages 237-252
 Agent-Based Turing-Complete Transactions Integrating Feedback Within a Blockchain System  (Craig S. Wright)....Pages 253-265
 A High Resolution and Low Jitter 5-Bit Flash TDC Architecture for High Speed Intelligent Systems  (Jagdeep Kaur Sahani, Anil Singh, Alpana Agarwal)....Pages 266-275
 A Sensitivity Analysis for Harmony Search with Multi-Parent Crossover Algorithm  (Iyad Abu Doush, Eugene Santos)....Pages 276-284
 Decentralized Autonomous Corporations  (Craig S. Wright)....Pages 285-298
 A Proof of Turing Completeness in Bitcoin Script  (Craig S. Wright)....Pages 299-313
 Turbines Allocation Optimization in Hydro Plants via Computational Intelligence  (Ramon Abritta, Frederico F. Panoeiro, Ivo C. da Silva Junior, André Luís Marques Marcato, Leonardo de Mello Honório, Luiz Eduardo de Oliveira)....Pages 314-329
 A Dynamic Ensemble Selection Framework Using Dynamic Weighting Approach  (Aiman Qadeer, Usman Qamar)....Pages 330-339
 Applying Feature Selection and Weight Optimization Techniques to Enhance Artificial Neural Network for Heart Disease Diagnosis  (Younas Khan, Usman Qamar, Muhammad Asad, Babar Zeb)....Pages 340-351
 Immune Inspired Dendritic Cell Algorithm for Stock Price Manipulation Detection  (Baqar Rizvi, Ammar Belatreche, Ahmed Bouridane)....Pages 352-361
 Validity Evaluation for the Data Used for Artificial Intelligence System  (Han Seong Son)....Pages 362-369
 Advanced DBSCAN: A Clustering Algorithm for Personal Credit Reference System  (Lu Han)....Pages 370-381
 An Analysis on the Weibo Topic “US-China Trade War” Based on K-Means Algorithm  (Shaochi Cheng, Yuan Gao, Xiangyang Li, Su Hu)....Pages 382-390
 High Quality Dataset for Machine Learning in the Business Intelligence Domain  (Luisa Franchina, Federico Sergiani)....Pages 391-401
 A Machine Learning Approach to Shipping Box Design  (Guang Yang, Cun (Matthew) Mu)....Pages 402-407
 Utilizing Local Outlier Factor for Open-Set Classification in High-Dimensional Data - Case Study Applied for Text Documents  (Tomasz Walkowiak, Szymon Datko, Henryk Maciejewski)....Pages 408-418
 Dynamic Programming Models for Maximizing Customer Lifetime Value: An Overview  (Eman AboElHamd, Hamed M. Shamma, Mohamed Saleh)....Pages 419-445
 Big Data Modelling for Predicting Side-Effects of Anticancer Drugs: A Comprehensive Approach  (Sai Jyothi Bolla, S. Jyothi)....Pages 446-456
 Semantic Topic Discovery for Lecture Video  (Jiang Bian, Mao Lin Huang)....Pages 457-466
 Who Has Better Driving Style: Let Data Tell Us  (Linna Wu, Huan Li, Hengtian Ding, Lizhuo Zhang)....Pages 467-485
 A Hierarchical Missing Value Imputation Method by Correlation-Based K-Nearest Neighbors  (Xin Liu, Xiaochen Lai, Liyong Zhang)....Pages 486-496
 Predicting the Success of Kickstarter Projects in the US at Launch Time  (Weifeng Hu, Rui Yang)....Pages 497-506
 Patterns and Outliers in Temporal Point Processes  (César Ali Marin Ojeda, Kostadin Cvejoski, Rafet Sifa, Jannis Schuecker, Christian Bauckhage)....Pages 507-526
 Classification of Followee Recommendation Techniques in Twitter  (Kamaljit Kaur, Kanwalvir Singh Dhindsa)....Pages 527-540
 Firemen Prediction by Using Neural Networks: A Real Case Study  (Christophe Guyeux, Jean-Marc Nicod, Christophe Varnier, Zeina Al Masry, Nourredine Zerhouny, Nabil Omri et al.)....Pages 541-552
 A Community Detection Based Approach for Exploring Patterns in Player Reviews  (Maren Pielka, Rafet Sifa, Rajkumar Ramamurthy, Cesar Ojeda, Christian Bauckhage)....Pages 553-565
 Visual Ontology Sketching for Preliminary Knowledge Base Design  (Tatiana Gavrilova, Elvira Grinberg)....Pages 566-576
 Impact of the Structure of Data Pre-processing Pipelines on the Performance of Classifiers When Applied to Imbalanced Network Intrusion Detection System Dataset  (I. Al-Mandhari, L. Guan, E. A. Edirisinghe)....Pages 577-589
 An Effective and Efficient Constrained Ward’s Hierarchical Agglomerative Clustering Method  (Abeer A. Aljohani, Eran A. Edirisinghe, Daphne Teck Ching Lai)....Pages 590-611
 Embedding Intelligence Within Data Points for a Machine Learning Framework: “Hex-Elementization”  (Bhuvan Unhelkar, Girish Nair)....Pages 612-628
 High Dimensional Restrictive Federated Model Selection with Multi-objective Bayesian Optimization over Shifted Distributions  (Xudong Sun, Andrea Bommert, Florian Pfisterer, Jörg Rähenfürher, Michel Lang, Bernd Bischl)....Pages 629-647
 Initial Results from Using Preference Ranking Organization Methods for Enrichment of Evaluations to Help Steer a Powered Wheelchair  (Malik Haddad, David Sanders, Giles Tewkesbury, Alexander Gegov, Mohamed Hassan, Favour Ikwan)....Pages 648-661
 Using a Simple Expert System to Assist a Powered Wheelchair User  (David Sanders, Ogechukwu Okono, Martin Langner, Mohamed Hassan, Sergey Khaustov, Peter Omoarebun)....Pages 662-679
 Combining Multiple Criteria Decision Making with Vector Manipulation to Decide on the Direction for a Powered Wheelchair  (Malik Haddad, David Sanders, Alexander Gegov, Mohamed Hassan, Ya Huang, Mohamed Al-Mosawi)....Pages 680-693
 Intelligent Approach to Minimizing Power Consumption in a Cloud-Based System Collecting Sensor Data and Monitoring the Status of Powered Wheelchairs  (Ogechukwu Okonor, Mo Adda, Alex Gegov, David Sanders, Malik Jamal Musa Haddad, Giles Tewkesbury)....Pages 694-710
 Task Programming Methodology for Powered Wheelchairs  (Giles Tewkesbury, David Sanders, Malik Haddad, Nils Bausch, Alexander Gegov, Ogechukwu Okonor)....Pages 711-720
 Indoor Location and Collision Feedback for a Powered Wheelchair System Using Machine Learning  (Nils Bausch, Peter Shilling, David Sanders, Malik Haddad, Ogechukwu Okonor, Giles Tewkesbury)....Pages 721-739
 Development of Real-Time ADAS Object Detector for Deployment on CPU  (Alexander Kozlov, Daniil Osokin)....Pages 740-750
 Opponent Modeling Under Partial Observability in StarCraft with Deep Convolutional Encoder-Decoders  (Hyungu Kahng, Seoung Bum Kim)....Pages 751-759
 Object Localization and Detection for Real-Time Automatic License Plate Detection (ALPR) System Using RetinaNet Algorithm  (Sohailah Safie, Nik Muhamad Aizuddin Nik Azmi, Rubiyah Yusof, Muhd Ridzuan Muhd Yunus, Mohammad Fairol Zamzuri Che Sayuti, Kok Keng Fai)....Pages 760-768
 Human Rescue Based on Autonomous Robot KUKA YouBot with ROS and Object Detection  (Carlos Gordón, Patricio Encalada, Henry Lema, Diego León, Dennis Chicaiza)....Pages 769-780
 Application of Deep Learning for the Diagnosis of Cardiovascular Diseases  (Giovanah Gogi, Alexander Gegov)....Pages 781-791
 Anticipating Next Goal for Robot Plan Prediction  (Edoardo Alati, Lorenzo Mauro, Valsamis Ntouskos, Fiora Pirri)....Pages 792-809
 Propositional Deductive Inference by Semantic Vectors  (Douglas Summers-Stay)....Pages 810-820
 Shape Reconstruction from a Monocular Defocus Image Using CNN  (Rulin Chen, Alex Noel Joseph Raj, Xun Ma, Zhemin Zhuang)....Pages 821-831
 Deep Learning: A Brazilian Case  (Dora Kaufman)....Pages 832-847
 Characterizing High Level LIGO Gravitational Wave Data Using Deep Learning  (Lavika Goel, Joy Mukherjee)....Pages 848-860
 Hyper-Spectral Image Classification by Multi-layer Deep Convolutional Neural Networks  (Tao Chi, Yang Wang, Ming Chen, Manman Chen)....Pages 861-876
 ROM-Based Deep Learning Inference for Sleep Stage Classification  (Mohamed H. AlMeer, Hanadi Hassen, Naveed Nawaz)....Pages 877-889
 Deep Learning for SAR Image Classification  (Hasni Anas, Hanifi Majdoulayne, Anibou Chaimae, Saidi Mohamed Nabil)....Pages 890-898
 Predicting Emerging and Frontier Stock Markets Using Deep Neural Networks  (Dennis Murekachiro, Thabang Mokoteli, Hima Vadapalli)....Pages 899-918
 Application of Transfer Learning for Object Detection on Manually Collected Data  (Elhassan Mohamed, Konstantinos Sirlantzis, Gareth Howells)....Pages 919-931
 An Optimized Deep Convolutional Neural Network Architecture for Concept Drifted Image Classification  (Syed Muslim Jameel, Manzoor Ahmed Hashmani, Hitham Alhussain, Mobashar Rehman, Arif Budiman)....Pages 932-942
 Fuzzy Control Techniques for Energy Conversion Systems  (Silvio Simani, Stefano Alvisi, Mauro Venturini)....Pages 943-955
 Fuzzy Sliding Mode Control of Onboard Power Electronics for Fuel Cell Electric Vehicles  (Amin Hajizadeh)....Pages 956-965
 Effect of the Delay in Fuzzy Attitude Control for Nanosatellites  (Ástor del Castañedo, Álvaro Bello, Karl Olfe, Victoria Lapuerta)....Pages 966-981
 User-Friendly Interface for Introducing Fuzzy Criteria into Expressive Searches  (Mohammad Halim Deedar, Susana Muñoz-Hernández)....Pages 982-997
 Fuzzy Optimal State Observers for Takagi-Sugeno Fuzzy State Feedback Control  (José Miguel Adánez, Basil Mohammed Al-Hadithi, Agustín Jiménez)....Pages 998-1016
 Exploring the Uncanny Valley Theory in the Constructs of a Virtual Assistant Personality  (Marta Perez Garcia, Sarita Saffon Lopez)....Pages 1017-1033
 Design and Implementation of the IMU Human Body Motion Tracking System  (Qi Jin, Zequan Zhang, Wenguang Jin)....Pages 1034-1043
 Artificial Intelligence Teaching Methods in Higher Education  (Yi Yang, Jiasong Sun, Lu Huang)....Pages 1044-1053
 Artificial Swarm Intelligence  (Louis Rosenberg, Gregg Willcox)....Pages 1054-1070
 Conversational User Interface Integration in Controlling IoT Devices Applied to Smart Agriculture: Analysis of a Chatbot System Design  (Eleni Symeonaki, Konstantinos Arvanitis, Dimitrios Piromalis, Michail Papoutsidakis)....Pages 1071-1088
 Automation of Teaching Processes on e-Learning Platforms Using Recommender Systems  (Marcin Albiniak)....Pages 1089-1100
 A Pilot Study on Estimating Players Dispositional Profiles from Game Traces Analysis  (Abir B. Karami, Benoît Encelle, Karim Sehaba)....Pages 1101-1120
 A Memory-Based Decision-Making Model for Multilingual Alternatives: The Role of Memory, Emotion and Language  (Zineb Djouamai, Li Ying)....Pages 1121-1137
 Agent-Based Simulation of Cultural Events Impact on Social Capital Dynamics  (Darius Plikynas, Rimvydas Laužikas, Leonidas Sakalauskas, Arūnas Miliauskas, Vytautas Dulskis)....Pages 1138-1154
 Efficient Heuristics for Solving Precedence Constrained Scheduling Problems  (Amy Khalfay, Alan Crispin, Keeley Crockett)....Pages 1155-1167
 Solving the Service Technician Routing and Scheduling Problem with Time Windows  (Amy Khalfay, Alan Crispin, Keeley Crockett)....Pages 1168-1177
 Development of High Rate Wearable MIMU Tracking System Robust to Magnetic Disturbances and Body Acceleration  (Hammad Tanveer Butt, Manthan Pancholi, Mathias Musahl, Maria Alejandra Sanchez, Didier Stricker)....Pages 1178-1198
 Measuring and Reducing the Cognitive Load for the End Users of Complex Systems  (James Oakes, Mark Johnson, James Xue, Scott Turner)....Pages 1199-1209
 Sea Water Desalination for Coastal Area Using Concentrated Sunlight and Solar Panel  (Nadia Nowshin, Md. Mukter Hossain Emon, Minul Khan Rahat, Md. Ashikul Islam, Romana Alam)....Pages 1210-1218
 Investigating the Use of Interference Fringe of Spherical Film for Detecting Micro-force  (Yong-hua Lu, Jing Li, Chi Zhang, Rui Wang, Jia Zhang)....Pages 1219-1231
 Statistical Model Checking of Cyber-Physical Systems Using Hybrid Theatre  (Libero Nigro, Paolo F. Sciammarella)....Pages 1232-1251
 Network Modeling of the Structure of Conceptual Experience in the Context of Intellectual Competence in Older Adolescence  (Yana Ivanovna Sipovskaya)....Pages 1252-1262
 Asymmetric Information and e-Tourism: Literature Review  (Samira Oukarfi, Hicham Sattar)....Pages 1263-1274
 Using Low-Level Sensory Data to Recognize Events in a Smart Home  (Thomas Reichherzer, Andrew Petrovsky)....Pages 1275-1284
 The Role of Corporate Ontology in the IT Support of Processes Management  (Cezary Stępniak, Tomasz Turek, Leszek Ziora)....Pages 1285-1297
Back Matter ....Pages 1299-1302