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SAI 2021: Virtual Event
- Kohei Arai:
Intelligent Computing - Proceedings of the 2021 Computing Conference, Volume 2, SAI 2021, Virtual Event, 15-16 July, 2021. Lecture Notes in Networks and Systems 284, Springer 2021, ISBN 978-3-030-80125-0 - Matin Pirouz:
Balanced Weighted Label Propagation. 1-12 - Elchin Aliyev, Ramin Rzayev, Fuad Salmanov:
Analysis of the Vegetation Index Dynamics on the Base of Fuzzy Time Series Model. 13-22 - Silvio Simani, Saverio Farsoni, Paolo Castaldi:
Application of Data-Driven Fault Diagnosis Design Techniques to a Wind Turbine Test-Rig. 23-38 - Askar Boranbayev, Seilkhan Boranbayev, Malik Baimukhamedov, Askar Nurbekov:
Mathematical Model to Support Decision-Making to Ensure the Efficiency and Stability of Economic Development of the Republic of Kazakhstan. 39-48 - Vlad-Marius Griguta, Luciano Gerber, Helen Slater-Petty, Keeley Crocket, John Fry:
Automated Data Processing of Bank Statements for Cash Balance Forecasting. 49-64 - Michael Cheng Yi Cho, Yuan-Hsiang Su, Hsiu-Chuan Huang, Yu-Lung Tsai:
Top of the Pops: A Novel Whitelist Generation Scheme for Data Exfiltration Detection. 65-79 - Hasan Alsaif, Phil Roesch, Salem Othman:
Analyzing Co-occurrence Networks of Emojis on Twitter. 80-96 - Oleksandr Stryzhak, Vitalii Prykhodniuk, Maryna Popova, Maksym Nadutenko, Svitlana Haiko, Roman Chepkov:
Development of an Oceanographic Databank Based on Ontological Interactive Documents. 97-114 - Sukanya Manna, Sara Bunyard:
Analyzing Societal Bias of California Police Stops Through Lens of Data Science. 115-128 - Kunal Sawarkar, Meenakshi Kodati:
Automated Metadata Harmonization Using Entity Resolution and Contextual Embedding. 129-138 - Timothy DeLise:
Data Segmentation via t-SNE, DBSCAN, and Random Forest. 139-151 - Robert Miller, Phil Maguire:
GeoTree: A Data Structure for Constant Time Geospatial Search Enabling a Real-Time Property Index. 152-165 - Shu-Fei Wu:
Prediction Interval of Future Waiting Times of the Two-Parameter Exponential Distribution Under Multiply Type II Censoring. 166-173 - Ashok Kumar Veerasamy, Mikko-Jussi Laakso, Daryl J. D'Souza, Tapio Salakoski:
Predictive Models as Early Warning Systems: A Bayesian Classification Model to Identify At-Risk Students of Programming. 174-195 - MaryLena Bleile:
Youden's J and the Bi Error Method. 196-209 - Luca Anzilli, Silvio Giove:
A New Proposal of Parametric Similarity Measures with Application in Decision Making. 210-220 - Kirill Romanyuk:
The Challenges of Using Big Data in the Consumer Credit Sector. 221-231 - Jing He, Chuyi Wang, Haonan Chen:
New Engine to Promote Big Data Industry Upgrade. 232-248 - Sipovskaya Yana Ivanovna:
Using Correlation and Network Analysis for Researching Intellectual Competence. 249-260 - Luis David Licea Torres, Hisham Al-Mubaid:
A Disease Similarity Technique Using Biological Process Functional Annotations. 261-272 - Atakan Erdem:
Impact of Types of Change on Software Defect Prediction. 273-283 - Jose Fossi, Adam Dzwonkowski, Salem Othman:
Analyzing Music Genre Popularity. 284-294 - Hasan Sarwar, Dipannoy Das Gupta, Sanzida Mojib Luna, Nusrat Jahan Suhi, Marzouka Tasnim:
Result Prediction Using Data Mining. 295-307 - Joshua C. Nwokeji, Richard Matovu:
A Systematic Literature Review on Big Data Extraction, Transformation and Loading (ETL). 308-324 - Ji Eun Kim, Cory A. Henson, Kevin Huang, Tuan A. Tran, Wan-Yi Lin:
Accelerating Road Sign Ground Truth Construction with Knowledge Graph and Machine Learning. 325-340 - Adis Alihodzic, Damir Hasanspahic, Fikret Cunjalo, Haris Smajlovic:
Adjusted Bare Bones Fireworks Algorithm to Guard Orthogonal Polygons. 341-356 - Muna Al-Saadi, Asiya Khan, Vasilios I. Kelefouras, David J. Walker, Bushra Al-Saadi:
Unsupervised Machine Learning-Based Elephant and Mice Flow Identification. 357-370 - M. Leonor Contreras, Ignacio Villarroel, Roberto Rozas:
Automated Generation of Zigzag Carbon Nanotube Models Containing Haeckelite Defects. 371-377 - Leila Scola:
Artificial Intelligence Against Climate Change. 378-397 - Hui Jiang, YaBo Miao:
Construction Site Layout Planning Using Multiple-Level Simulated Annealing. 398-407 - Seyed Ziae Mousavi Mojab, Seyedmohammad Shams, Hamid Soltanian-Zadeh, Farshad Fotouhi:
Epistocracy Algorithm: A Novel Hyper-heuristic Optimization Strategy for Solving Complex Optimization Problems. 408-426 - Maxwell Ndognkon Manga, Marcel Fouda Ndjodo:
An Approach for Non-deterministic and Automatic Detection of Learning Styles with Deep Belief Net. 427-452 - Tamás Borbély, Árpád János Wild, Balázs Pintér, Tibor Gregorics:
Using Machine Learning to Identify Methods Violating Immutability. 453-462 - Oliver Fuglsang Grooss, C. N. Holm, Robert A. Alphinas:
Predicting the Product Life Cycle of Songs on the Radio - How Record Labels can Manage Product Portfolios and Prioritise Artists by Using Machine Learning Techniques. 463-472 - Charlene Yang, Yunsong Wang, Thorsten Kurth, Steven Farrell, Samuel Williams:
Hierarchical Roofline Performance Analysis for Deep Learning Applications. 473-491 - Anibal Flores, Hugo Tito-Chura, Honorio Apaza Alanoca:
Data Augmentation for Short-Term Time Series Prediction with Deep Learning. 492-506 - Georgios Zioviris, Kostas Kolomvatsos, Georgios I. Stamoulis:
On the Use of a Sequential Deep Learning Scheme for Financial Fraud Detection. 507-523 - Ahmed Abubahia, Mohamed Bader-El-Den, Ella Haig:
Evolutionary Computation Approach for Spatial Workload Balancing. 524-542 - Ziqi Zhang:
Depth Self-optimized Learning Toward Data Science. 543-561 - John Violos, Tita Pagoulatou, Stylianos Tsanakas, Konstantinos Tserpes, Theodora A. Varvarigou:
Predicting Resource Usage in Edge Computing Infrastructures with CNN and a Hybrid Bayesian Particle Swarm Hyper-parameter Optimization Model. 562-580 - Md. Saiful Islam, Tanhim Islam, Mahady Hasan:
Approaching Deep Convolutional Neural Network for Biometric Recognition Based on Fingerprint Database. 581-590 - Nina Mazyavkina, Samir Mohamed, Ilya Trofimov, Evgeny Burnaev:
Optimizing the Neural Architecture of Reinforcement Learning Agents. 591-606 - Ben Zagagy, Maya Herman, Ofer Levi:
Automatic Ensemble of Deep Learning Using KNN and GA Approaches. 607-618 - Panagiotis Fountas, Kostas Kolomvatsos, Christos Anagnostopoulos:
A Deep Learning Model for Data Synopses Management in Pervasive Computing Applications. 619-636 - Siddhartha Datta:
DeepObfusCode: Source Code Obfuscation through Sequence-to-Sequence Networks. 637-647 - Shu Sun, Xiaofeng Li:
Deep-Reinforcement-Learning-Based Scheduling with Contiguous Resource Allocation for Next-Generation Wireless Systems. 648-660 - Fatima T. AL-Khawaldeh, Tommy Yuan, Dimitar Kazakov:
A Novel Model for Enhancing Fact-Checking. 661-677 - Ayush Manish Agrawal, Atharva Tendle, Harshvardhan Sikka, Sahib Singh, Amr Kayid:
Investigating Learning in Deep Neural Networks Using Layer-Wise Weight Change. 678-693 - Caio Souza, Luiz Velhor:
Deep Reinforcement Learning for Task Planning of Virtual Characters. 694-711 - Dominik Zurek, Marcin Pietron, Kazimierz Wiatr:
Accelerating Deep Convolutional Neural on GPGPU. 712-724 - Rosemary Papa, Karen Moran Jackson:
Enduring Questions, Innovative Technologies: Educational Theories Interface with AI. 725-742 - Eugene Tam, Shenfei Jiang, Paul Duan, Shawn Meng, Yue Pang, Cayden Huang, Yi Han, Jacke Xie, Yuanjun Cui, Jinsong Yu, Minggui Lu:
DRAM-Based Processor for Deep Neural Networks Without SRAM Cache. 743-753 - Mohammad Sadegh Ebrahimi, Hossein Karkeh Abadi:
Study of Residual Networks for Image Recognition. 754-763 - Fangyao Xu, Zhiqiang Li, JiaQi Yue, Shaojie Qu:
A Systematic Review of Educational Data Mining. 764-780 - Prasham Shah, Mohamed El-Sharkawy:
Image Classification with A-MnasNet and R-MnasNet on NXP Bluebox 2.0. 781-792 - Romesh Liyanage, D. P. P. Jayasinghe, K. T. Uvindu Sanjana, H. B. D. R. Pearson, Disni Sriyaratna, Kavinga Yapa Abeywardana:
CreditX: A Decentralized and Secure Credit Platform for Higher Educational Institutes Based on Blockchain Technology. 793-804 - Thuat Do:
An Architecture for Blockchain-Based Cloud Banking. 805-824 - Soumaya Bel Hadj Youssef, Noureddine Boudriga:
A Robust and Efficient Micropayment Infrastructure Using Blockchain for e-Commerce. 825-839 - Bartosz Kusmierz, Sebastian Müller, Angelo Capossele:
Committee Selection in DAG Distributed Ledgers and Applications. 840-857 - Rituparna Bhattacharya, Martin White, Natalia Beloff:
An Exploration of Blockchain in Social Networking Applications. 858-868 - Isabela Ruiz Roque da Silva, Nizam Omar:
Real and Virtual Token Economy Applied to Games: A Comparative Study Between Cryptocurrencies. 869-880 - Suzanna Schmeelk, Bryan Rosado, Paul E. Black:
Blockchain Smart Contracts Static Analysis for Software Assurance. 881-890 - Eranga Bandara, Xueping Liang, Peter Foytik, Sachin Shetty, Nalin Ranasinghe, Kasun De Zoysa, Wee Keong Ng:
Promize - Blockchain and Self Sovereign Identity Empowered Mobile ATM Platform. 891-911 - Siyu Lin, Peter A. Beling:
Investigating the Robustness and Generalizability of Deep Reinforcement Learning Based Optimal Trade Execution Systems. 912-926 - Sebastian Müller, Andreas Penzkofer, Darcy Camargo, Olivia Saa:
On Fairness in Voting Consensus Protocols. 927-939 - Mireia Yurrita, Arnaud Grignard, Luis Alonso, Yan Zhang, Cristian Ignacio Jara-Figueroa, Markus Elkatsha, Kent Larson:
Dynamic Urban Planning: An Agent-Based Model Coupling Mobility Mode and Housing Choice. Use Case Kendall Square. 940-951 - Alfonso Garcés-Báez, Aurelio López-López:
Reasoning in the Presence of Silence in Testimonies: A Logical Approach. 952-966 - Sidhdharth Sikka, Harshvardhan Sikka:
A Genetic Algorithm Based Approach for Satellite Autonomy. 967-975 - Istvan Elek, Zoltán Blázsik, Tamás Héger, Dániel Lenger, Dániel Sindely:
Communicating Digital Evolutionary Machines. 976-986 - Ruslan V. Skuratovskii, Volodymyr Osadchyy:
Analysis of the MFC Singuliarities of Speech Signals Using Big Data Methods. 987-1009 - Santiago Gil, Germán D. Zapata-Madrigal, Rodolfo García Sierra:
A Smart City Hub Based on 5G to Revitalize Assets of the Electrical Infrastructure. 1010-1031 - Winfred Ingabire, Hadi Larijani, Ryan M. Gibson:
LoRa RSSI Based Outdoor Localization in an Urban Area Using Random Neural Networks. 1032-1043 - Ilias Masmoudi, Rachid Lghoul:
A Deep Convolutional Neural Network Approach for Plant Leaf Segmentation and Disease Classification in Smart Agriculture. 1044-1055 - Nzurumike L. Obianuju, Nwojo Agwu, Onyenwe Ikechukwu:
Medium Resolution Satellite Image Classification System for Land Cover Mapping in Nigeria: A Multi-phase Deep Learning Approach. 1056-1072 - Jhonatan F. Rosero-Garcia, Edilberto Antonio Llanes Cedeño, Ricardo P. Arciniega-Rocha, Jesús López-Villada:
Analysis of Prediction and Clustering of Electricity Consumption in the Province of Imbabura-Ecuador for the Planning of Energy Resources. 1073-1084 - Mohammad Jabrah, Ahmed Bankher, Bahjat Fakieh:
Street Owl. A Mobile App to Reduce Car Accidents. 1085-1105 - Emad A. Felemban, Abdur Rahman Muhammad Abdul Majid, Faizan Ur Rehman, Ahmed Lbath:
Low-Cost Digital Twin Framework for 3D Modeling of Homogenous Urban Zones. 1106-1114 - Wael A. Abdelhameed:
VR in Heritage Documentation: Using Microsimulation Modelling. 1115-1123 - Ray Mart M. Montesclaros, John Emmanuel B. Cruz, Raymark C. Parocha, Erees Queen B. Macabebe:
MQTT Based Power Consumption Monitoring with Usage Pattern Visualization Using Uniform Manifold Approximation and Projection for Smart Buildings. 1124-1140 - Eryong Li, Yukun Li:
Deepened Development of Industrial Structure Optimization and Industrial Integration of China's Digital Music Under 5G Network Technology. 1141-1150 - Mohammad Rashid Hussain, Ayman Qahmash, Salem Alelyani, Mohammed Saleh Alsaqer:
Optimal Solution of Transportation Problem with Effective Approach Mount Order Method: An Operational Research Tool. 1151-1168 - Vladimir Barros, Eduardo Oliveira, Luiz F. de Araújo:
Analysis of Improved User Experience When Using AR in Public Spaces. 1169-1189 - George Mudrak, Sudhanshu Kumar Semwal:
Autonomous Vehicle Decision Making and Urban Infrastructure Optimization. 1190-1202 - Mahmoud Zaki Iskandarani:
Prediction of Road Congestion Through Application of Neural Networks and Correlative Algorithm to V2V Communication (NN-CA-V2V). 1203-1221 - Lucas Potter, Ernestine Powell, Orlando Ayala, Xavier-Lewis Palmer:
Urban Planning to Prevent Pandemics: Urban Design Implications of BiocyberSecurity (BCS). 1222-1235 - David Sales, Paula Prata, Paulo A. P. Fazendeiro:
Smart Helmet: An Experimental Helmet Security Add-On. 1236-1250
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