Table of Contents

• ViZDoom: DRQN with Prioritized Experience Replay, Double-Q Learning and Snapshot EnsemblingChristopher Schulze, Marcus Schulze. 1-17 [doi]
• Ship Classification from SAR Images Based on Deep LearningShintaro Hashimoto, Yohei Sugimoto, Ko Hamamoto, Naoki Ishihama. 18-34 [doi]
• HIMALIA: Recovering Compiler Optimization Levels from Binaries by Deep LearningYu Chen, Zhiqiang Shi, Hong Li, Weiwei Zhao, Yiliang Liu, Yuansong Qiao. 35-47 [doi]
• Architecture of Management Game for Reinforced Deep LearningMarko Kesti. 48-61 [doi]
• The Cognitive Packet Network with QoS and Cybersecurity Deep Learning ClustersWill Serrano. 62-85 [doi]
• Convolution Neural Network Application for Road Asset Detection and Classification in LiDAR Point CloudGeorge E. Sakr, Lara Eido, Charles Maarawi. 86-100 [doi]
• PerceptionNet: A Deep Convolutional Neural Network for Late Sensor FusionPanagiotis Kasnesis, Charalampos Z. Patrikakis, Iakovos S. Venieris. 101-119 [doi]
• Reinforcement Learning for Fair Dynamic PricingRoberto Maestre, Juan Ramón Duque, Alberto Rubio, Juan Arévalo. 120-135 [doi]
• A Classification-Regression Deep Learning Model for People CountingBolei Xu, Wenbin Zou, Jonathan M. Garibaldi, Guoping Qiu. 136-149 [doi]
• The Impact of Replacing Complex Hand-Crafted Features with Standard Features for Melanoma Classification Using Both Hand-Crafted and Deep FeaturesBinu Melit Devassy, Sule Yildirim Yayilgan, Jon Yngve Hardeberg. 150-159 [doi]
• Deep Learning in Classifying Depth of Anesthesia (DoA)Mohamed H. AlMeer, Maysam F. Abbod. 160-169 [doi]
• Content Based Video Retrieval Using Convolutional Neural NetworkSaeed Iqbal, Adnan N. Qureshi, Awais M. Lodhi. 170-186 [doi]
• Proposal and Evaluation of an Indirect Reward Assignment Method for Reinforcement Learning by Profit Sharing MethodKazuteru Miyazaki, Naoki Kodama, Hiroaki Kobayashi. 187-200 [doi]
• Eye-Tracking to Enhance Usability: A Race GameA. Ezgi Ilhan. 201-214 [doi]
• A Survey of Customer Review Helpfulness Prediction TechniquesMadeha Arif, Usman Qamar, Farhan Hassan Khan, Saba Bashir. 215-226 [doi]
• Automatized Approach to Assessment of Degree of Delamination Around a ScribePetr Dolezel, Pavel Rozsival, Veronika Rozsivalova, Jirí Tvrdík. 227-236 [doi]
• Face Detection and Recognition for Automatic Attendance SystemOnur Sanli, Bahar Ilgen. 237-245 [doi]
• Fine Localization of Complex Components for Bin PickingJirí Tvrdík, Petr Dolezel. 246-255 [doi]
• Intrusion Detection in Computer Networks Based on KNN, K-Means++ and J48Mauricio Mendes Faria, Ana María Monteiro. 256-271 [doi]
• Cooperating with Avatars Through Gesture, Language and ActionPradyumna Narayana, Nikhil Krishnaswamy, Isaac Wang, Rahul Bangar, Dhruva Patil, Gururaj Mulay, Kyeongmin Rim, J. Ross Beveridge, Jaime Ruiz, James Pustejovsky, Bruce A. Draper. 272-293 [doi]
• A Safer YouTube Kids: An Extra Layer of Content Filtering Using Automated Multimodal AnalysisSharifa Alghowinem. 294-308 [doi]
• Designing an Augmented Reality Multimodal Interface for 6DOF Manipulation Techniques - Multimodal Fusion Using Gesture and Speech Input for ARAjune Wanis Ismail, Mark Billinghurst, Mohd Shahrizal Sunar, Cik Suhaimi Yusof. 309-322 [doi]
• InstaSent: A Novel Framework for Sentiment Analysis Based on Instagram SelfiesRabia Noureen, Usman Qamar, Farhan Hassan Khan, Iqra Muhammad. 323-336 [doi]
• Segmentation of Heart Sound by Clustering Using Spectral and Temporal FeaturesShah Khalid, Ali Hassan, Sana Ullah, Farhan Riaz. 337-346 [doi]
• Evaluation of Classifiers for Emotion Detection While Performing Physical and Visual Tasks: Tower of Hanoi and IAPSShahnawaz Qureshi, Johan Hagelbäck, Syed Muhammad Zeeshan Iqbal, Hamad Javaid, Craig A. Lindley. 347-363 [doi]
• Investigating Input Protocols, Image Analysis, and Machine Learning Methods for an Intelligent Identification System of Fusarium Oxysporum Sp. in Soil SamplesAndrei D. Coronel, Maria Regina Justina E. Estuar, Marlene M. De Leon. 364-381 [doi]
• Intelligent System Design for Massive Collection and Recognition of Faces in Integrated Control CentresTae-Woo Kim, Hyung Heon Kim, Pyeong Kang Kim, Yu Na Lee. 382-387 [doi]
• Wheat Plots Segmentation for Experimental Agricultural Field from Visible and Multispectral UAV ImagingAdriane Parraga, Dionísio Doering, Joao Gustavo Atkinson, Thiago Bertani, Clodis de Oliveira Andrades Filho, Mirayr Raul Quadros de Souza, Raphael Ruschel, Altamiro Amadeu Susin. 388-399 [doi]
• Evaluation of Image Spatial Resolution for Machine Learning Mapping of Wildland Fire EffectsDale Hamilton, Nicholas Hamilton, Barry Myers. 400-415 [doi]
• Region-Based Poisson Blending for Image RepairingWei-Cheng Chen, Wen-Jiin Tsai. 416-430 [doi]
• Modified Radial Basis Function and Orthogonal Bipolar Vector for Better Performance of Pattern RecognitionCamila da Cruz Santos, Keiji Yamanaka, José Ricardo Gonçalves Manzan, Igor Santos Peretta. 431-446 [doi]
• Fuzzy Logic and Log-Sigmoid Function Based Vision Enhancement of Hazy ImagesSriparna Banerjee, Sheli Sinha Chaudhuri, Sangita Roy. 447-462 [doi]
• Video Detection for Dynamic Fire Texture by Using Motion Pattern RecognitionKanoksak Wattanachote, Yongyi Gong, Wenyin Liu, Yong Wang. 463-477 [doi]
• A Gaussian-Median Filter for Moving Objects Segmentation Applied for Static ScenariosBelmar García García, Francisco J. Gallegos Funes, Alberto Jorge Rosales-Silva. 478-493 [doi]
• Straight Boundary Detection Algorithm Based on Orientation FilterYanhua Ma, Chengbao Cui, Yong Wang. 494-503 [doi]
• Using Motion Detection and Facial Recognition to Secure Places of High Security: A Case Study at Banking Vaults of GhanaEmmanuel Effah, Salah Kabanda, Edward Owusu-Adjei. 504-520 [doi]
• Kinect-Based Frontal View Gait Recognition Using Support Vector MachineRohilah Sahak, Nooritawati Md Tahir, Ihsan Mohd Yassin, Fadhlan Hafiz Helmi Kamaru Zaman. 521-528 [doi]
• Curve Evolution Based on Edge Following Algorithm for Medical Image SegmentationSana Ullah, Shah Khalid, Farhan Hussain, Ali Hassan, Farhan Riaz. 529-538 [doi]
• Enhancing Translation from English to Arabic Using Two-Phase Decoder TranslationAyah ElMaghraby, Ahmed Rafea. 539-549 [doi]
• On Character vs Word Embeddings as Input for English Sentence ClassificationJames Hammerton, Mercè Vintró, Stelios Kapetanakis, Michele Sama. 550-566 [doi]
• Performance Comparison of Popular Text Vectorising Models on Multi-class Email ClassificationRitwik Kulkarni, Mercè Vintró, Stelios Kapetanakis, Michele Sama. 567-578 [doi]
• Fuzzy Based Sentiment Classification in the Arabic LanguageMariam Biltawi, Wael Etaiwi, Sara Tedmori, Adnan Shaout. 579-591 [doi]
• Arabic Tag Sets: ReviewMarwah Alian, Arafat Awajan. 592-606 [doi]
• Information Gain Based Term Weighting Method for Multi-label Text Classification TaskAhmad Mazyad, Fabien Teytaud, Cyril Fonlupt. 607-615 [doi]
• Understanding Neural Network Decisions by Creating Equivalent Symbolic AI ModelsSebastian Seidel, Sonja Schimmler, Uwe M. Borghoff. 616-637 [doi]
• A High Performance Classifier by Dimensional Tree Based Dual-kNNSwe Swe Aung, Itaru Nagayama, Shiro Tamaki. 638-654 [doi]
• High-Speed 2D Parallel MAC Unit Hardware Accelerator for Convolutional Neural NetworkHossam O. Ahmed, Maged Ghoneima, Mohamed Dessouky. 655-663 [doi]
• Excessive, Selective and Collective Information Processing to Improve and Interpret Multi-layered Neural NetworksRyotaro Kamimura, Haruhiko Takeuchi. 664-675 [doi]
• A Neural Architecture for Multi-label Text ClassificationSam Coope, Yoram Bachrach, Andrej Zukov Gregoric, José Rodríguez, Bogdan Maksak, Conan McMurtie, Mahyar Bordbar. 676-691 [doi]
• A Neuro Fuzzy Approach for Predicting DeliriumFrank Iwebuke Amadin, Moses Eromosele Bello. 692-699 [doi]
• The Random Neural Network and Web Search: Survey PaperWill Serrano. 700-737 [doi]
• Avoiding to Face the Challenges of Visual Place RecognitionEhsan Mihankhah, Danwei Wang. 738-749 [doi]
• A Semantic Representation of Sensor Data to Promote Proactivity in Home Assistive RoboticsAmedeo Cesta, Gabriella Cortellessa, Andrea Orlandini, Alessandra Sorrentino, Alessandro Umbrico. 750-769 [doi]
• Learning by Demonstration with Baxter HumanoidOthman Al-Abdulqader, Vishwanthan Mohan. 770-790 [doi]
• Selective Stiffening Mechanism for Surgical-Assist Soft Robotic ApplicationsSunita Chauhan, Mathew Guerra, Ranjaka De Mel. 791-803 [doi]
• View-Invariant Robot Adaptation to Human Action TimingNicoletta Noceti, Francesca Odone, Francesco Rea, Alessandra Sciutti, Giulio Sandini. 804-821 [doi]
• A Rule-Based Expert System to Decide on Direction and Speed of a Powered WheelchairDavid A. Sanders, Alexander E. Gegov, Malik Haddad, Favour Ikwan, David Wiltshire, Yong Chai Tan. 822-838 [doi]
• Our New Handshake with the Robot - How Our Changing Relationship with Machines Can Make Us More HumanMarcin Remarczyk, Prashant Narayanan, Sasha Mitrovic, Melani Black. 839-851 [doi]
• Simulation of an Artificial Hearing Module for an Assistive RobotMarcio L. L. Oliveira, Jes J. F. Cerqueira, Eduardo F. Simas Filho. 852-865 [doi]
• Dynamic Walking Experiments for Humanoid RobotArbnor Pajaziti, Xhevahir Bajrami, Ahmet Shala, Ramë Likaj. 866-880 [doi]
• A Method to Produce Minimal Real Time Geometric Representations of Moving ObstaclesDavid Sanders, Qian Wang, Nils Bausch, Ya Huang, Sergey Khaustov, Ivan Popov. 881-892 [doi]
• Application of Deep Learning Technique in UAV's Search and Rescue OperationsKyaw Min Naing, Ahmad Zakeri, Oliver Iliev, Navya Venkateshaiah. 893-901 [doi]
• Analysis of the Use of a NAO Robot to Improve Social Skills in Children with ASD in Saudi ArabiaEman Alarfaj, Hissah Alabdullatif, Huda Alabdullatif, Ghazal Albakri, Nor Shahriza Abdul Karim. 902-913 [doi]
• Supervisory Control of a Multirotor Drone Using On-Line Sequential Extreme Learning MachineDoukhi Oualid, Abdur Razzaq Fayjie, Deok-Jin Lee. 914-924 [doi]
• Development of a Haptic Telemanipulator System Based on MR Brakes and Estimated Torques of AC Servo MotorsNgoc Diep Nguyen, Sy Dzung Nguyen, Ngoc Tuyen Nguyen, Quoc-Hung Nguyen. 925-935 [doi]
• Proximity Full-Text Search with a Response Time Guarantee by Means of Additional IndexesAlexander B. Veretennikov. 936-954 [doi]
• Application of Density Clustering Algorithm Based on SNN in the Topic Analysis of Microblogging Text: A Case of SmogYonghe Lu, Jiayi Luo. 955-972 [doi]
• Public Opinion Analysis of Emergency on Weibo Based on Improved CSIM: The Case of Tianjin Port ExplosionYonghe Lu, Xiaohua Liu, Hou Zhu. 973-997 [doi]
• Subject Analysis of the Microblog About US Presidential Election Based on LDAYonghe Lu, Yawen Zheng. 998-1008 [doi]
• An Analysis on the Micro-Blog Topic "The Shared Bicycle" Based on K-Means AlgorithmYonghe Lu, Yuanyuan Zhai. 1009-1024 [doi]
• Enhancement of the K-Means Algorithm for Mixed Data in Big Data PlatformsOded Koren, Carina Antonia Hallin, Nir Perel, Dror Bendet. 1025-1040 [doi]
• An Exploratory Study of the Inputs for Ensemble Clustering Technique as a Subset Selection ProblemSamy Ayed, Mahir Arzoky, Stephen Swift, Steve Counsell, Allan Tucker. 1041-1055 [doi]
• Challenges in Developing Prediction Models for Multi-modal High-Throughput Biomedical DataAbeer Alzubaidi. 1056-1069 [doi]
• Selecting Accurate Classifier Models for a MERS-CoV DatasetAfnan AlMoammar, Lubna AlHenaki, Heba Kurdi. 1070-1084 [doi]
• Big Data Fusion Model for Heterogeneous Financial Market Data (FinDf)Lewis-Evans, Majdi Sabe Owda, Keeley A. Crockett, Ana Fernández Vilas. 1085-1101 [doi]
• A Comparative Study of HMMs and LSTMs on Action Classification with Limited Training DataElit Cenk Alp, Hacer Yalim Keles. 1102-1115 [doi]
• Tag Genome Aware Collaborative Filtering Based on Item Clustering for RecommendationsZhipeng Gao, Bo Li, Kun Niu, Yang Yang. 1116-1128 [doi]
• First-Half Index Base for Querying Data CubeViet Phan Luong. 1129-1144 [doi]
• Analyzing the Accuracy of Historical Average for Urban Traffic Forecasting Using Google MapsHajar Rezzouqi, Ihsane Gryech, Nada Sbihi, Mounir Ghogho, Houda Benbrahim. 1145-1156 [doi]
• Intelligent Transportation System in Smart Cities (ITSSC)Sondos Dahbour, Raghad Qutteneh, Yara Al-Shafie, Iyad Tumar, Yousef Hassouneh, Abdellatif S. Abu-Issa. 1157-1170 [doi]
• Learning to Drive With and Without Intelligent Computer Systems and Sensors to AssistDavid Adrian Sanders, Giles Eric Tewkesbury, Hassan Parchizadeh, Josh Robertson, Peter Osagie Omoarebun, Manish Malik. 1171-1181 [doi]
• Sharing Driving Between a Vehicle Driver and a Sensor System Using Trust-Factors to Set Control GainsDavid A. Sanders, Alexander E. Gegov, Giles Eric Tewkesbury, Rinat Khusainov. 1182-1195 [doi]
• The Impact of Road Intersection Topology on Traffic Congestion in Urban CitiesMarwan Salim Mahmood Al-Dabbagh, Ali Al-Sherbaz, Scott J. Turner. 1196-1207 [doi]
• Forecasting Air Traveling Demand for Saudi Arabia's Low Cost CarriersEman Alarfaj, Sharifa Alghowinem. 1208-1220 [doi]
• Artificial Morality Based on Particle Filter - For Moral Dilemmas in Intelligent Transportation SystemsFederico Grasso Toro, Damian Eduardo Diaz Fuentes. 1221-1237 [doi]
• Addressing the Problem of Activity Recognition with Experience Sampling and Weak LearningWilliam Duffy, Kevin Curran, Daniel Kelly, Tom Lunney. 1238-1250 [doi]
• Public Key and Digital Signature for Blockchain Technology - Based on the Complexity of Solving a System of Polynomial EquationsElena Zavalishina, Sergey Krendelev, Egor Volkov, Dmitry Permiashkin, Dmitry Gridin. 1251-1258 [doi]
• Heterogeneous Semi-structured Objects AnalysisMaria A. Poltavtseva, Peter D. Zegzhda. 1259-1270 [doi]
• An Approach to Energy-Efficient Street Lighting Control on the Basis of an Adaptive ModelDmitry A. Shnayder, Aleksandra A. Filimonova, Lev S. Kazarinov. 1271-1284 [doi]
• New Field Operational Tests Sampling Strategy Based on Metropolis-Hastings AlgorithmNacer Eddine Chelbi, Denis Gingras, Claude Sauvageau. 1285-1302 [doi]
• Learning to Make Intelligent Decisions Using an Expert System for the Intelligent Selection of Either PROMETHEE II or the Analytical Hierarchy ProcessMalik Haddad, David Sanders, Nils Bausch, Giles Tewkesbury, Alexander E. Gegov, Mohamed Hassan. 1303-1316 [doi]
• Guess My Power: A Computational Model to Simulate a Partner's Behavior in the Context of Collaborative NegotiationLydia Ould Ouali, Nicolas Sabouret, Charles Rich. 1317-1337 [doi]
• Load Balancing of 3-Phase LV Network Using GA, ACO and ACO/GA Optimization TechniquesRehab H. Abdelwahab, Mohamed El-Habrouk, Tamer H. Abdelhamid, Samir Deghedie. 1338-1349 [doi]
• UXAmI Observer: An Automated User Experience Evaluation Tool for Ambient Intelligence EnvironmentsStavroula Ntoa, George Margetis, Margherita Antona, Constantine Stephanidis. 1350-1370 [doi]
• Research on the Degradation of Indian Regional Navigation Satellite System Based on STKShaochi Cheng, Yuan Gao, Xiangyang Li, Su Hu. 1371-1380 [doi]
• The Application of a Semantic-Based Process Mining Framework on a Learning Process DomainKingsley Okoye, Syed Islam, Usman Naeem, Mhd Saeed Sharif, Muhammad Awais Azam, Amin Karami. 1381-1403 [doi]
• Improved Multi-hop Localization Algorithm with Network DivisionWei Zhao, Shoubao Su, ZiNan Chang, Binghua Cheng, Fei Shao. 1404-1421 [doi]