Table of Contents

• Balanced Weighted Label PropagationMatin Pirouz. 1-12 [doi]
• Analysis of the Vegetation Index Dynamics on the Base of Fuzzy Time Series ModelElchin Aliyev, Ramin Rzayev, Fuad Salmanov. 13-22 [doi]
• Application of Data-Driven Fault Diagnosis Design Techniques to a Wind Turbine Test-RigSilvio Simani, Saverio Farsoni, Paolo Castaldi. 23-38 [doi]
• Mathematical Model to Support Decision-Making to Ensure the Efficiency and Stability of Economic Development of the Republic of KazakhstanAskar Boranbayev, Seilkhan Boranbayev, Malik Baimukhamedov, Askar Nurbekov. 39-48 [doi]
• Automated Data Processing of Bank Statements for Cash Balance ForecastingVlad-Marius Griguta, Luciano Gerber, Helen Slater-Petty, Keeley Crocket, John Fry. 49-64 [doi]
• Top of the Pops: A Novel Whitelist Generation Scheme for Data Exfiltration DetectionMichael Cheng Yi Cho, Yuan-Hsiang Su, Hsiu-Chuan Huang, Yu-Lung Tsai. 65-79 [doi]
• Analyzing Co-occurrence Networks of Emojis on TwitterHasan Alsaif, Phil Roesch, Salem Othman. 80-96 [doi]
• Development of an Oceanographic Databank Based on Ontological Interactive DocumentsOleksandr Stryzhak, Vitalii Prykhodniuk, Maryna Popova, Maksym Nadutenko, Svitlana Haiko, Roman Chepkov. 97-114 [doi]
• Analyzing Societal Bias of California Police Stops Through Lens of Data ScienceSukanya Manna, Sara Bunyard. 115-128 [doi]
• Automated Metadata Harmonization Using Entity Resolution and Contextual EmbeddingKunal Sawarkar, Meenakshi Kodati. 129-138 [doi]
• Data Segmentation via t-SNE, DBSCAN, and Random ForestTimothy DeLise. 139-151 [doi]
• GeoTree: A Data Structure for Constant Time Geospatial Search Enabling a Real-Time Property IndexRobert Miller 0007, Phil Maguire. 152-165 [doi]
• Prediction Interval of Future Waiting Times of the Two-Parameter Exponential Distribution Under Multiply Type II CensoringShu-Fei Wu. 166-173 [doi]
• Predictive Models as Early Warning Systems: A Bayesian Classification Model to Identify At-Risk Students of ProgrammingAshok Kumar Veerasamy, Mikko-Jussi Laakso, Daryl J. D'Souza, Tapio Salakoski. 174-195 [doi]
• Youden's J and the Bi Error MethodMaryLena Bleile. 196-209 [doi]
• A New Proposal of Parametric Similarity Measures with Application in Decision MakingLuca Anzilli, Silvio Giove. 210-220 [doi]
• The Challenges of Using Big Data in the Consumer Credit SectorKirill Romanyuk. 221-231 [doi]
• New Engine to Promote Big Data Industry UpgradeJing He 0008, Chuyi Wang, Haonan Chen. 232-248 [doi]
• Using Correlation and Network Analysis for Researching Intellectual CompetenceSipovskaya Yana Ivanovna. 249-260 [doi]
• A Disease Similarity Technique Using Biological Process Functional AnnotationsLuis David Licea Torres, Hisham Al-Mubaid. 261-272 [doi]
• Impact of Types of Change on Software Defect PredictionAtakan Erdem. 273-283 [doi]
• Analyzing Music Genre PopularityJose Fossi, Adam Dzwonkowski, Salem Othman. 284-294 [doi]
• Result Prediction Using Data MiningHasan Sarwar, Dipannoy Das Gupta, Sanzida Mojib Luna, Nusrat Jahan Suhi, Marzouka Tasnim. 295-307 [doi]
• A Systematic Literature Review on Big Data Extraction, Transformation and Loading (ETL)Joshua C. Nwokeji, Richard Matovu. 308-324 [doi]
• Accelerating Road Sign Ground Truth Construction with Knowledge Graph and Machine LearningJi Eun Kim, Cory Henson, Kevin Huang, Tuan A. Tran, Wan-Yi Lin. 325-340 [doi]
• Adjusted Bare Bones Fireworks Algorithm to Guard Orthogonal PolygonsAdis Alihodzic, Damir Hasanspahic, Fikret Cunjalo, Haris Smajlovic. 341-356 [doi]
• Unsupervised Machine Learning-Based Elephant and Mice Flow IdentificationMuna Al-Saadi, Asiya Khan, Vasilios I. Kelefouras, David J. Walker, Bushra Al-Saadi. 357-370 [doi]
• Automated Generation of Zigzag Carbon Nanotube Models Containing Haeckelite DefectsM. Leonor Contreras, Ignacio Villarroel, Roberto Rozas. 371-377 [doi]
• Artificial Intelligence Against Climate ChangeLeila Scola. 378-397 [doi]
• Construction Site Layout Planning Using Multiple-Level Simulated AnnealingHui Jiang, YaBo Miao. 398-407 [doi]
• Epistocracy Algorithm: A Novel Hyper-heuristic Optimization Strategy for Solving Complex Optimization ProblemsSeyed Ziae Mousavi Mojab, Seyedmohammad Shams, Hamid Soltanian-Zadeh, Farshad Fotouhi. 408-426 [doi]
• An Approach for Non-deterministic and Automatic Detection of Learning Styles with Deep Belief NetMaxwell Ndognkon Manga, Marcel Fouda Ndjodo. 427-452 [doi]
• Using Machine Learning to Identify Methods Violating ImmutabilityTamás Borbély, Árpád János Wild, Balázs Pintér, Tibor Gregorics. 453-462 [doi]
• Predicting the Product Life Cycle of Songs on the Radio - How Record Labels can Manage Product Portfolios and Prioritise Artists by Using Machine Learning TechniquesO. F. Grooss, C. N. Holm, R. A. Alphinas. 463-472 [doi]
• Hierarchical Roofline Performance Analysis for Deep Learning ApplicationsCharlene Yang, Yunsong Wang, Thorsten Kurth, Steven Farrell, Samuel Williams 0001. 473-491 [doi]
• Data Augmentation for Short-Term Time Series Prediction with Deep LearningAnibal Flores, Hugo Tito-Chura, Honorio Apaza Alanoca. 492-506 [doi]
• On the Use of a Sequential Deep Learning Scheme for Financial Fraud DetectionGeorgios Zioviris, Kostas Kolomvatsos, Georgios I. Stamoulis. 507-523 [doi]
• Evolutionary Computation Approach for Spatial Workload BalancingAhmed Abubahia, Mohamed Bader-El-Den, Ella Haig. 524-542 [doi]
• Depth Self-optimized Learning Toward Data ScienceZiqi Zhang. 543-561 [doi]
• Predicting Resource Usage in Edge Computing Infrastructures with CNN and a Hybrid Bayesian Particle Swarm Hyper-parameter Optimization ModelJohn Violos, Tita Pagoulatou, Stylianos Tsanakas, Konstantinos Tserpes, Theodora A. Varvarigou. 562-580 [doi]
• Approaching Deep Convolutional Neural Network for Biometric Recognition Based on Fingerprint DatabaseMd. Saiful Islam, Tanhim Islam, Mahady Hasan. 581-590 [doi]
• Optimizing the Neural Architecture of Reinforcement Learning AgentsNina Mazyavkina, S. Moustafa, Ilya Trofimov, Evgeny Burnaev. 591-606 [doi]
• Automatic Ensemble of Deep Learning Using KNN and GA ApproachesBen Zagagy, Maya Herman, Ofer Levi. 607-618 [doi]
• A Deep Learning Model for Data Synopses Management in Pervasive Computing ApplicationsPanagiotis Fountas, Kostas Kolomvatsos, Christos Anagnostopoulos. 619-636 [doi]
• DeepObfusCode: Source Code Obfuscation through Sequence-to-Sequence NetworksSiddhartha Datta. 637-647 [doi]
• Deep-Reinforcement-Learning-Based Scheduling with Contiguous Resource Allocation for Next-Generation Wireless SystemsShu Sun, Xiaofeng Li. 648-660 [doi]
• A Novel Model for Enhancing Fact-CheckingFatima T. AlKhawaldeh, Tommy Yuan, Dimitar Kazakov. 661-677 [doi]
• Investigating Learning in Deep Neural Networks Using Layer-Wise Weight ChangeAyush Manish Agrawal, Atharva Tendle, Harshvardhan Sikka, Sahib Singh, Amr Kayid. 678-693 [doi]
• Deep Reinforcement Learning for Task Planning of Virtual CharactersCaio Souza, Luiz Velhor. 694-711 [doi]
• Accelerating Deep Convolutional Neural on GPGPUDominik Zurek, Marcin Pietron, Kazimierz Wiatr. 712-724 [doi]
• Enduring Questions, Innovative Technologies: Educational Theories Interface with AIRosemary Papa, Karen Moran Jackson. 725-742 [doi]
• DRAM-Based Processor for Deep Neural Networks Without SRAM CacheEugene Tam, Shenfei Jiang, Paul Duan, Shawn Meng, Yue Pang, Cayden Huang, Yi Han, Jacke Xie, Yuanjun Cui, Jinsong Yu, Minggui Lu. 743-753 [doi]
• Study of Residual Networks for Image RecognitionMohammad Sadegh Ebrahimi, Hossein Karkeh Abadi. 754-763 [doi]
• A Systematic Review of Educational Data MiningFangyao Xu, Zhiqiang Li, JiaQi Yue, Shaojie Qu. 764-780 [doi]
• Image Classification with A-MnasNet and R-MnasNet on NXP Bluebox 2.0Prasham Shah, Mohamed El-Sharkawy. 781-792 [doi]
• CreditX: A Decentralized and Secure Credit Platform for Higher Educational Institutes Based on Blockchain TechnologyRomesh Liyanage, D. P. P. Jayasinghe, K. T. Uvindu Sanjana, H. B. D. R. Pearson, Disni Sriyaratna, Kavinga Abeywardena. 793-804 [doi]
• An Architecture for Blockchain-Based Cloud BankingThuat Do. 805-824 [doi]
• A Robust and Efficient Micropayment Infrastructure Using Blockchain for e-CommerceSoumaya Bel Hadj Youssef, Noureddine Boudriga. 825-839 [doi]
• Committee Selection in DAG Distributed Ledgers and ApplicationsBartosz Kusmierz, Sebastian Müller 0006, Angelo Capossele. 840-857 [doi]
• An Exploration of Blockchain in Social Networking ApplicationsRituparna Bhattacharya, Martin White, Natalia Beloff. 858-868 [doi]
• Real and Virtual Token Economy Applied to Games: A Comparative Study Between CryptocurrenciesIsabela Ruiz Roque da Silva, Nizam Omar. 869-880 [doi]
• Blockchain Smart Contracts Static Analysis for Software AssuranceSuzanna Schmeelk, Bryan Rosado, Paul E. Black. 881-890 [doi]
• Promize - Blockchain and Self Sovereign Identity Empowered Mobile ATM PlatformEranga Bandara, Xueping Liang, Peter Foytik, Sachin Shetty, Nalin Ranasinghe, Kasun De Zoysa, Wee Keong Ng. 891-911 [doi]
• Investigating the Robustness and Generalizability of Deep Reinforcement Learning Based Optimal Trade Execution SystemsSiyu Lin, Peter A. Beling. 912-926 [doi]
• On Fairness in Voting Consensus ProtocolsSebastian Müller 0006, Andreas Penzkofer, Darcy Camargo, Olivia Saa. 927-939 [doi]
• Dynamic Urban Planning: An Agent-Based Model Coupling Mobility Mode and Housing Choice. Use Case Kendall SquareMireia Yurrita, Arnaud Grignard, Luis Alonso, Yan Zhang, Cristian Ignacio Jara-Figueroa, Markus Elkatsha, Kent Larson. 940-951 [doi]
• Reasoning in the Presence of Silence in Testimonies: A Logical ApproachAlfonso Garcés-Báez, Aurelio López-López. 952-966 [doi]
• A Genetic Algorithm Based Approach for Satellite AutonomySidhdharth Sikka, Harshvardhan Sikka. 967-975 [doi]
• Communicating Digital Evolutionary MachinesIstvan Elek, Zoltán Blázsik, Tamás Héger, Dániel Lenger, Dániel Sindely. 976-986 [doi]
• Analysis of the MFC Singuliarities of Speech Signals Using Big Data MethodsRuslan V. Skuratovskii, Volodymyr Osadchyy. 987-1009 [doi]
• A Smart City Hub Based on 5G to Revitalize Assets of the Electrical InfrastructureSantiago Gil, Germán D. Zapata-Madrigal, Rodolfo García Sierra. 1010-1031 [doi]
• LoRa RSSI Based Outdoor Localization in an Urban Area Using Random Neural NetworksWinfred Ingabire, Hadi Larijani, Ryan M. Gibson. 1032-1043 [doi]
• A Deep Convolutional Neural Network Approach for Plant Leaf Segmentation and Disease Classification in Smart AgricultureIlias Masmoudi, Rachid Lghoul. 1044-1055 [doi]
• Medium Resolution Satellite Image Classification System for Land Cover Mapping in Nigeria: A Multi-phase Deep Learning ApproachNzurumike L. Obianuju, Nwojo Agwu, Onyenwe Ikechukwu. 1056-1072 [doi]
• Analysis of Prediction and Clustering of Electricity Consumption in the Province of Imbabura-Ecuador for the Planning of Energy ResourcesJhonatan F. Rosero-Garcia, Edilberto Antonio LLanes Cedeño, Ricardo P. Arciniega-Rocha, Jesús López-Villada. 1073-1084 [doi]
• Street Owl. A Mobile App to Reduce Car AccidentsMohammad Jabrah, Ahmed Bankher, Bahjat Fakieh. 1085-1105 [doi]
• Low-Cost Digital Twin Framework for 3D Modeling of Homogenous Urban ZonesEmad A. Felemban, Abdur Rahman Muhammad Abdul Majid, Faizan Ur Rehman, Ahmed Lbath. 1106-1114 [doi]
• VR in Heritage Documentation: Using Microsimulation ModellingWael A. Abdelhameed. 1115-1123 [doi]
• MQTT Based Power Consumption Monitoring with Usage Pattern Visualization Using Uniform Manifold Approximation and Projection for Smart BuildingsRay Mart M. Montesclaros, John Emmanuel B. Cruz, Raymark C. Parocha, Erees Queen B. Macabebe. 1124-1140 [doi]
• Deepened Development of Industrial Structure Optimization and Industrial Integration of China's Digital Music Under 5G Network TechnologyEryong Li, Yukun Li. 1141-1150 [doi]
• Optimal Solution of Transportation Problem with Effective Approach Mount Order Method: An Operational Research ToolMohammad Rashid Hussain, Ayman Qahmash, Salem Alelyani, Mohammed Saleh Alsaqer. 1151-1168 [doi]
• Analysis of Improved User Experience When Using AR in Public SpacesVladimir Barros, Eduardo Oliveira, Luiz F. de Araújo. 1169-1189 [doi]
• Autonomous Vehicle Decision Making and Urban Infrastructure OptimizationGeorge Mudrak, Sudhanshu Kumar Semwal. 1190-1202 [doi]
• Prediction of Road Congestion Through Application of Neural Networks and Correlative Algorithm to V2V Communication (NN-CA-V2V)Mahmoud Zaki Iskandarani. 1203-1221 [doi]
• Urban Planning to Prevent Pandemics: Urban Design Implications of BiocyberSecurity (BCS)Lucas Potter, Ernestine Powell, Orlando Ayala, Xavier-Lewis Palmer. 1222-1235 [doi]
• Smart Helmet: An Experimental Helmet Security Add-OnDavid Sales, Paula Prata, Paulo A. P. Fazendeiro. 1236-1250 [doi]