Intelligent Systems and Applications: Proceedings of the 2018 Intelligent Systems Conference (IntelliSys) Volume 2

Front Matter ....Pages i-xv
 A Query Inversion Technique for Detection of Unexpected Values in Relational Databases  (Md. Salah Uddin, Dmitry V. Alexandrov)....Pages 1-19
 Solar Radiation Time Series Analytics Based on Hadoop Integrated Programming Language Environment (RHIPE)  (Ali Khaleel, H. S. Al-Raweshidy)....Pages 20-33
 Performance Modeling and Analysis of the IEEE 802.11 EDCAF for VANETs  (A. F. M. Shahen Shah, Muhammet Ali Karabulut, Haci Ilhan)....Pages 34-46
 Towards Road Safety  (Bruno Fernandes, José Neves, Henrique Vicente, Cesar Analide)....Pages 47-57
 Evacuee Pre-needs Assessment Using Decision Tree Algorithm of MDRRMC-Daraga Records  (Richard N. Monreal, Thelma D. Palaoag)....Pages 58-68
 Inter-cell Interference Coordination in LTE Self Organizing Network  (Lu Feng, Gang Su, Niyonsaba Alexandre, Li Tan)....Pages 69-75
 CIRA: An Architecture for Building Configurable Immersive Smart-Rooms  (Rahul R. Divekar, Matthew Peveler, Robert Rouhani, Rui Zhao, Jeffrey O. Kephart, David Allen et al.)....Pages 76-95
 Design and Implementation of Modular IoT Platform for Home Monitoring  (Yoanes Bandung, Luki B. Subekti, Dion Tanjung, Kusprasapta Mutijarsa)....Pages 96-106
 The Intelligent System Design for Eliminating Blind Spots of PTZ Controlled CCTV with Raspberry Pi and Multiple Pi Cameras  (Pyeong Kang Kim, Hyung Heon Kim, Tae Woo Kim, Yu Na Lee)....Pages 107-112
 An Agent-Based Modelling Framework for Driving Policy Learning in Connected and Autonomous Vehicles  (Varuna De Silva, Xiongzhao Wang, Deniz Aladagli, Ahmet Kondoz, Erhan Ekmekcioglu)....Pages 113-125
 Compressive Sensing Based ECG Biometric System  (Hamza Djelouat, Mohammed Al Disi, Abbes Amira, Faycal Bensaali, Xiaojun Zhai)....Pages 126-137
 Analytics in the Industrial Internet of Things  (Aldo Dagnino)....Pages 138-150
 Design of a Network Sensing System Based on Android Platform  (Fei Ding, En Tong, Zhenyang Wu, Dengyin Zhang)....Pages 151-159
 An Open Source Software Architecture for Smart Buildings  (Ahmed Abdulhasan Alwan, Andres Baravalle, Mihaela Anca Ciupala, Paolo Falcarin)....Pages 160-169
 Event Localization Based on Direction of Arrival Using Quasi Random Deployment in Internet of Things  (Saurabh Kumar, Mukesh Zaveri)....Pages 170-188
 Traffic Surveillance for Smart City in Internet of Things Environment  (Meghavi Choksi, Mukesh A. Zaveri, Srusty Anand)....Pages 189-204
 Towards Energy-Efficient RF-Enabled Sensor Networks in Internet of Things  (Shaik Shabana Anjum, Ismail Ahmedy, Rafidah Md Noor, Mohammad Hossein Anisi)....Pages 205-215
 Big Data Channel Awareness in Cooperative D2D Wireless Fusion Networks in IoT  (Yuan Gao, Hong Ao, Kui Chen, Chao Qing, Weigui Zhou, Kang Wang et al.)....Pages 216-226
 A Multi-tiers AI and IoT Architecture  (Francesco Rago)....Pages 227-237
 Petri Nets and Machines of Things that Flow  (Sabah Al-Fedaghi, Dana Shbeeb)....Pages 238-252
 Watch IT Version-II: An Assistive Device for Hearing and Speaking Impaired  (Md. Sadad Mahamud, Munjarin Islam, Aysha Siddeka Shila, Kazi Ahmed Asif Fuad, Md. Rakibul Islam)....Pages 253-264
 Bivariate Markov Model Based Analysis of ECG for Accurate Identification and Classification of Premature Heartbeats and Irregular Beat-Patterns  (Purva R. Gawde, Arvind K. Bansal, Jeffrey A. Nielson, Javed I. Khan)....Pages 265-285
 Enhancing Efficiency of Ejection Fraction Calculation in the Left Ventricle  (Nesrin Abubakr Kamal-Eldeen Abdulmaksoud, Mostafa Abd El Azim, Alaa Eldeen Hamouda)....Pages 286-294
 Application of Clustering Technique with Kohonen Self-organizing Maps for the Epidemiological Analysis of Leprosy  (Ygor Eugênio Dutra da Silva, Cláudio Guedes Salgado, Valney Mara Gomes Conde, Guilherme A. Barros Conde)....Pages 295-309
 Near Real-Time Data Labeling Using a Depth Sensor for EMG Based Prosthetic Arms  (Geesara Prathap, Titus Nanda Kumara, Roshan Ragel)....Pages 310-325
 U-ISLES: Ischemic Stroke Lesion Segmentation Using U-Net  (Lea Katrina S. Cornelio, Mary Abigail V. del Castillo, Prospero C. Naval Jr.)....Pages 326-336
 A Novel Approach Using Voting from ECG Leads to Detect Myocardial Infarction  (Awais M. Lodhi, Adnan N. Qureshi, Usman Sharif, Zahid Ashiq)....Pages 337-352
 A Multi-objective Pareto-Optimal Wrapper Based Framework for Cancer-Related Gene Selection  (Omer Faruk Ogutcen, Ammar Belatreche, Huseyin Seker)....Pages 353-364
 An Efficient Compressive Sensing Method for Connected Health Applications  (Mohammed Al Disi, Hamza Baali, Hamza Djelouat, Abbes Amira, Faycal Bensaali, Chris Kontronis et al.)....Pages 365-373
 Can LANA CITS Support Learning in Autistic Children? A Case Study Evaluation  (Sumayh S. Aljameel, James D. O’Shea, Keeley A. Crockett, Annabel Latham)....Pages 374-386
 Framework to Predict and Identify Wandering Behavior in Individuals with Alzheimer’s Using Physiological and Kinect Sensors  (Arshia Khan, Arshia Zernab Hassan)....Pages 387-398
 Semantic Modelling of Smart Healthcare Data  (Roberto Reda, Filippo Piccinini, Antonella Carbonaro)....Pages 399-411
 Framework to Predict Bipolar Episodes  (Arshia Khan, Yumna Anwar)....Pages 412-425
 Functional Connectivity Evaluation for Infant EEG Signals Based on Artificial Neural Network  (Mhd Saeed Sharif, Usman Naeem, Syed Islam, Amin Karami)....Pages 426-438
 Classification of Cardiotocography Signals Using Machine Learning  (Sumedh Anand Sontakke, Jay Lohokare, Reshul Dani, Pranav Shivagaje)....Pages 439-450
 Face Symmetry Analysis Using a Unified Multi-task CNN for Medical Applications  (Gary Storey, Richard Jiang)....Pages 451-463
 EVE: A Combined Physical-Digital Interface for Insomnia Sleep Diary  (Linkai Tao, Myrte Elise Thoolen, Bram de Vogel, Loe Feijs, Wei Chen, Jun Hu)....Pages 464-473
 Edge Computing for Low Delay to Cache and Transfer Electronic Medical Records  (Ziyang Chen, Tamanna Shikh-Bahaei, Paul Luff, Mohammad Shikh-Bahaei)....Pages 474-486
 Digital Exchange Communication System for Children and Youths with Autism  (Moncef Benkherrat)....Pages 487-495
 Machine Learning Infused Preventive Healthcare for High-Risk Outpatient Elderly  (Jaya Shankar Vuppalapati, Santosh Kedari, Anitha Ilapakurti, Chandrasekar Vuppalapati, Rajasekar Vuppalapati, Sharat Kedari)....Pages 496-511
 Data Domains Modeling Situationally Determined Evaluation  (L. Yu. Ismailova, S. V. Kosikov, V. E. Wolfengagen)....Pages 512-520
 CAR: Computerized Assistant Referee for Determining the Offside Rule in Soccer by Using Computer Vision  (Jaime Moreno, Joshua Romero, Oswaldo Morales, Ricardo Tejeida)....Pages 521-542
 Musical Synthesis for Certain Music Styles Based on Machine Learning Algorithms  (Evgeney V. Mistyukov, Dmitry V. Alexandrov)....Pages 543-562
 Performance Comparison of State of Art NoSql Technologies Using Apache Spark  (Anwar ul Haque, Tariq Mahmood, Nassar Ikram)....Pages 563-576
 Autoregressive Model Order Determination  (Ventsislav Nikolov)....Pages 577-587
 Joint Labeling of Syntactic Function and Semantic Role Using Probabilistic Finite State Automata  (Amr Rekaby Salama, Wolfgang Menzel)....Pages 588-605
 One Temperature Control Method of Heat Exchanger Using Adaptive Fuzzy PID Theory  (Honghui Wang, Lingyu Meng, Xiang Wang, Donglin Nie)....Pages 606-617
 Calculating Error Bars on Inferences from Web Data  (Kwabena Nuamah, Alan Bundy)....Pages 618-640
 Optimization of Interactive Live Free Viewpoint Multiview Video Streaming Bandwidth  (Richard A. Kramer, Thinh Nguyen)....Pages 641-657
 A Path to Artificial Intelligence  (Ion Dronic)....Pages 658-668
 The Design of a Mood-Driven Chinese Song Recommendation System: Combining Valence-Based and Polarity-Based Sentiment Analysis on Lyrics  (Qiming Sun, Tiffany Y. Tang)....Pages 669-678
 A Naive Deep Nets Based Approach for Authenticating Viral Textual Content on Social Media  (Richa Sharma, Tejas Arya, Siddhant Arora, Arti Arya, Pooja Agarwal)....Pages 679-689
 Analyzing Methods of Recognition, Classification and Development of a Software System  (Askar Boranbayev, Seilkhan Boranbayev, Assel Nurusheva)....Pages 690-702
 Clustering Collusive Dealers in Commercial Taxation System  (Jithin Mathews, Priya Mehta, Ch. Sobhan Babu, S. V. Kasi Visweswara Rao)....Pages 703-717
 Agent Based Simulation of Business Model Ontologies Value in Enterprise Context  (Hichem Benaissa Anouar Badsi, Abessamed Réda Ghomari, Leila Zemmouchi-Ghomari)....Pages 718-736
 Employee Turnover Prediction with Machine Learning: A Reliable Approach  (Yue Zhao, Maciej K. Hryniewicki, Francesca Cheng, Boyang Fu, Xiaoyu Zhu)....Pages 737-758
 A Computer Science Perspective on Models of the Mind  (Teresa Nicole Brooks, Abu Kamruzzaman, Avery Leider, Charles C. Tappert)....Pages 759-772
 Temporal Spam Identification: A Multifaceted Approach to Identifying Review Spam  (Iqra Muhammad, Usman Qamar, Farhan Hassan Khan)....Pages 773-787
 Computer Vision for 3D Perception  (Niall O’ Mahony, Sean Campbell, Lenka Krpalkova, Daniel Riordan, Joseph Walsh, Aidan Murphy et al.)....Pages 788-804
 VSOM: Efficient, Stochastic Self-organizing Map Training  (Lutz Hamel)....Pages 805-821
 Multi-battalion Search Classifier (MBS-C)  (May Al-Roomi, Ayed Salman)....Pages 822-840
 Effective Strategies for Combining Attention Mechanism with LSTM for Aspect-Level Sentiment Classification  (Kai Shuang, Xintao Ren, Hao Guo, Jonathan Loo, Peng Xu)....Pages 841-850
 Stock Price Manipulation Detection Using Empirical Mode Decomposition Based Kernel Density Estimation Clustering Method  (Baqar Abbas, Ammar Belatreche, Ahmed Bouridane)....Pages 851-866
 Intelligent Technology for Designing Integrated Expert Systems  (Galina V. Rybina, Yury M. Blokhin, Levon S. Tarakchyan)....Pages 867-879
 Dimensionality Reduction and Pattern Recognition of Flow Regime Using Acoustic Data  (Nafiseh Vahabi, David R. Selviah)....Pages 880-891
 A Dynamic Optimization Approach to Adaptive Control for the Four-Bar Linkage Mechanism  (Alejandro Rodríguez-Molina, Miguel Gabriel Villarreal-Cervantes, Mario Aldape-Pérez)....Pages 892-906
 Investigating Spoofing Attacks for 3D Cameras Used in Face Biometrics  (Ghazel Albakri, Sharifa AlGhowinem)....Pages 907-923
 Development of a Software System to Ensure the Reliability and Fault Tolerance in Information Systems Based on Expert Estimates  (Askar Boranbayev, Seilkhan Boranbayev, Assel Nurusheva)....Pages 924-935
 Directed Acyclic Graph Based Task Scheduling Algorithm for Heterogeneous Systems  (Rehan Tariq, Farhan Aadil, Muhammad Faizan Malik, Sadia Ejaz, Muhammad Umair Khan, Muhammad Fahad Khan)....Pages 936-947
 AR Optimization for Interactive User Guides  (Anton Ivaschenko, Pavel Sitnikov, Michael Milutkin, Denis Khasanov, Arkadiy Krivosheev)....Pages 948-956
 An Intelligent Real-Time Occupancy Monitoring System Using Single Overhead Camera  (Jawad Ahmad, Hadi Larijani, Rohinton Emmanuel, Mike Mannion, Abbas Javed)....Pages 957-969
 Optimization of Fuzzy Attitude Control for Nanosatellites  (Ástor del Castañedo, Daniel Calvo, Álvaro Bello, María Victoria Lapuerta)....Pages 970-990
 Exploiting SNMP-MIB Data to Detect Network Anomalies Using Machine Learning Techniques  (Ghazi Al-Naymat, Mouhammd Al-kasassbeh, Eshraq Al-Hawari)....Pages 991-1004
 Our Actions, Ourselves: How Unconscious Actions Become a Productivity Indicator  (Manuel Rodrigues, Ricardo Santos, Paulo Novais)....Pages 1005-1012
 Tele-Operated Bilateral Control of Hydraulic Servo System Using TSMCSPO Based Estimated Reaction Force of End Effector  (Karam Dad Kallu, M. Atif Yaqub, Wang Jie, Min Cheol Lee)....Pages 1013-1023
 Artificial Intelligence for Construction Safety: Mitigation of the Risk of Fall  (George F. Bigham, Simon Adamtey, Lameck Onsarigo, Neelima Jha)....Pages 1024-1037
 Wired Network Distributed Diagnosis and Sensors Communications by Multi-carrier Time Domain Reflectometry  (Soumaya Sallem, Ousama Osman, Laurent Sommervogel, Marc Olivas, Arnaud Peltier, Françoise Paladian et al.)....Pages 1038-1046
 A Bayesian Based System for Evaluating Customer Satisfaction in an Online Store  (Acheme David Ijegwa, Vincent Rebecca Olufunke, Olusegun Folorunso, Japheth Bunakiye Richard)....Pages 1047-1061
 Comparison of Fuzzy and PID Controllers for the Attitude Control of Nanosatellites  (Daniel Calvo, Álvaro Bello, María Victoria Lapuerta, Ana Laverón-Simavilla)....Pages 1062-1081
 Empirical Study of Sperm Swarm Optimization Algorithm  (Hisham A. Shehadeh, Ismail Ahmedy, Mohd Yamani Idna Idris)....Pages 1082-1104
 ULEARN: Personalised Learner’s Profile Based on Dynamic Learning Style Questionnaire  (Shaimaa M. Nafea, François Siewe, Ying He)....Pages 1105-1124
 Solving Differential Equations with Z-Numbers by Utilizing Fuzzy Sumudu Transform  (Raheleh Jafari, Sina Razvarz, Alexander Gegov)....Pages 1125-1138
 Method for Audible Representation of Meteorological Data Derived from Remote Sensing Satellites  (Kohei Arai)....Pages 1139-1149
 Studying an Element of the Information Search System: The Choice Process Approximated to the Natural Intelligence  (Olga Popova, Boris Popov, Vladimir Karandey, Yury Shevtsov, Vladimir Klyuchko)....Pages 1150-1168
 Application of Deep Reinforcement Learning to UAV Fleet Control  (Jan Tožička, Benedek Szulyovszky, Guillaume de Chambrier, Varun Sarwal, Umar Wani, Mantas Gribulis)....Pages 1169-1177
 A Decision Support System for Automated Mushroom Harvesting  (Mohamed Kashkoush, Gideon Avigad)....Pages 1178-1184
 Feature Usage and Access Pattern Evaluation for Set-Top-Box Feature Recommender Systems  (Murat Köprülü, Şebnem Kasapoğlu, Beste Ekmen)....Pages 1185-1192
 Women’s Occupational Health: Improving Medical Protocols with Artificial Intelligence Solutions  (Saki Gerassis, Alberto Abad, Ángeles Saavedra, Julio F. García, Javier Taboada)....Pages 1193-1199
 Mining CTFM Echo Signal Data for Navigation  (Sherine M. Antoun)....Pages 1200-1210
 Intelligent Work Stress Monitoring  (Benedikt Mättig, Martin Döltgen, Daniel Archut, Veronika Kretschmer)....Pages 1211-1222
 Extracting Semantic Roles from Ungrammatical Sentences  (Gianpaolo Ghiani, Antonio Guerrieri, Andrea Manni)....Pages 1223-1228
 Making Decisions About Saving Energy in Compressed Air Systems Using Ambient Intelligence and Artificial Intelligence  (David Adrian Sanders, David Charles Robinson, Mohamed Hassan, Malik Haddad, Alexander Gegov, Nadia Ahmed)....Pages 1229-1236
 Estimation of Remote Sensing Imagery Atmospheric Conditions Using Deep Learning and Image Classification  (Oxana Korzh, Edoardo Serra)....Pages 1237-1244
 A Comprehensive Investigation of Formal System Verification Tools and Approaches  (Nazish Yousaf, Muhammad Waseem Anwar, Farooque Azam, Wasi Haider Butt)....Pages 1245-1255
 A Multi-Agent Architecture for Dynamic Scheduling of Emergencies in Operating Theater  (Bilal Bou Saleh, Abdallah El Moudni, Mohammad Hajjar, Oussama Barakat)....Pages 1256-1272
 External Shape Measurement for Industrial Applications Using Artificial Intelligence and Optimised Data Fusion  (Petros Stavroulakis, Danny Sims-Waterhouse, Amrozia Shaheen, Sofia Catalucci, Patrick Bointon, Elodie Doyen et al.)....Pages 1273-1281
 ‘I Understand What You Asked’: Question Interpreter for an AI-Based Business Analyst  (Aditya Joshi, Neha Prabhugaonkar, Rupa Hadaye, S. Unnikrishnan, Suman Das, Nehal Gala et al.)....Pages 1282-1288
Back Matter ....Pages 1289-1292