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ORCIDCSCI 2021: Las Vegas, NV, USA
- International Conference on Computational Science and Computational Intelligence, CSCI 2021, Las Vegas, NV, USA, December 15-17, 2021. IEEE 2021, ISBN 978-1-6654-5841-2
- Massimiliano Lupo Pasini, Junqi Yin:
Stable Parallel Training of Wasserstein Conditional Generative Adversarial Neural Networks : *Full/Regular Research Paper submission for the symposium CSCI-ISAI: Artificial Intelligence. 1-7 - Hieu Le, Andrew Wood, Sylee Dandekar, Peter Chin:
Neural Network Optimization with Biologically Inspired Low-Dimensional Manifold Learning. 8-13 - Luca Bondin, Alexiei Dingli:
A Federated Affective Computing Framework To Learn From Small Data. 14-19 - Mahee Noor Tayba, Pablo Rivas
:
Enhancing the Resolution of Satellite Imagery Using a Generative Model. 20-25 - Jingke She, Shanshan Gong, Suyuan Yang, Tianzi Shi, Shaofei Lu, Heng Wu:
ConvGRU-TSNet: A Novel Deep Learning Approach for Multivariate Time Series Prediction. 26-33 - Philku Lee, Deyeon Kim, Seung Heon Lee, Seongjai Kim:
PCA Approaches for Optimal Convolution Kernels in Convolutional Neural Networks. 34-39 - Korn Sooksatra, Pablo Rivas:
On the Practical Uses of Experimental Adversarial Neural Cryptography. 40-46 - Meng-Long Wei, Shao-Yuan Li, Sheng-Jun Huang:
Weakly Supervised Crowdsourcing Learning Based on Adversarial Consensus. 47-51 - Pablo Rivas, Liang Zhao, Javier Orduz:
Hybrid Quantum Variational Autoencoders for Representation Learning. 52-57 - Amaya Shepard, Naim Naheed:
Application of Data Transformation Techniques and Train-Test sit. 58-63 - Pablo Rivas, Donald R. Schwartz:
Modeling SQL Statement Correctness with Attention-Based Convolutional Neural Networks. 64-71 - Dominique Fabio Briechle, Sebastian Lawrenz:
Data Driven Process Evaluation Simulation Model For Circular Economy Treatment Processes. 72-78 - Bikram Khanal, Pablo Rivas, Javier Orduz, Alibek Zhakubayev:
Quantum Machine Learning: A Case Study of Grover's Algorithm. 79-84 - Dena F. Mujtaba, Nihar R. Mahapatra:
Multi-Task Deep Neural Networks for Multimodal Personality Trait Prediction. 85-91 - Jiayi Wang, Lina Yang, Xichun Li, Zuqiang Meng:
Path-Enhanced Multi-hop Graph Attention Network for Aspect-based Sentiment Analysis. 92-97 - Elias Abdollahnejad, Marilynn Kalman, Behrouz H. Far:
A Deep Learning BERT-Based Approach to Person-Job Fit in Talent Recruitment. 98-104 - Michelle Hu, Yen-Hung Frank Hu:
The Effects of Different Parameters on the Accuracy of Deep Learning Models for Predicting U.S. Citizen's Life Expectancy. 105-109 - Sanaa Abujilban, Lina Mrayan, Shaher Hamaideh, Dheaya Alrousan, Hashim Abu-gellban:
Attitudes Toward Corona Vaccine and Intention Among University Students. 110-115 - Arkadiusz Czuba:
Artificial Intelligence-Based Cognitive Radar Architecture. 116-120 - Bikram Khanal, Pablo Rivas, Javier Orduz:
Human Activity Classification Using Basic Machine Learning Models. 121-126 - Tami Alghamdi, Robert B. Heckendorn, Terence Soule:
Quantifying the Right Combination of Knowledge and Population Diversity for Transferred Populations. 127-133 - Nour El-Din Ali Said, Yassin Samaha, Eman Azab, Lamia A. Shihata, Maggie Mashaly:
An Online Reinforcement Learning Approach for Solving the Dynamic Flexible Job-Shop Scheduling Problem for Multiple Products and Constraints. 134-139 - Korn Sooksatra, Pablo Rivas:
Adversarial Training Negatively Affects Fairness. 140-145 - Tsz Hin Martin Cheung, Erik Noyes, Leonidas Deligiannidis:
Face of the Team - Diversity, Equity, and Inclusion. 146-151 - Korn Sooksatra, Pablo Rivas, Javier Orduz:
Evaluating Accuracy and Adversarial Robustness of Quanvolutional Neural Networks. 152-157 - Jalal Omer Atoum:
Cyberbullying Detection Neural Networks using Sentiment Analysis. 158-164 - Yahong Lian, Jing Yun, Xiaoming Su, Zhiwei Xu:
Sequential Recommendation for Online Consumption by ACFNN. 165-169 - Phillip Roshon, Feng-Jen Yang:
A Study on Deep Learning Approach to Optimize Solving Construction Problems. 170-174 - Soheyla Amirian, Thiab R. Taha, Khaled Rasheed, Hamid R. Arabnia:
Generative Adversarial Network Applications in Creating a Meta-Universe. 175-179 - Christophe Feltus:
LogicGAN-based Data Augmentation Approach to Improve Adversarial Attack DNN Classifiers. 180-185 - Shu Liu, Qiang Wu:
Pairwise Learning for Imbalanced Data Classification. 186-189 - Mohammadreza Iman, Khaled Rasheed, Hamid R. Arabnia:
EXPANSE, A Continual Deep Learning System; Research Proposal. 190-192 - Jingyi Zhao, Fahu He, Zhanlin Ji, Ivan Ganchev:
PM2.5 Prediction Based on the Combined EMD-LSTM Model. 193-195 - David Wu, Qiping Zhang:
An Altmetric Study of Artificial Intelligence in Medicine. 196-198 - Bate He, Eisuke Kita:
GA-Based Optimization of Generative Adversarial Networks on Stock Price Prediction. 199-202 - Liwei Jing, Lina Yang, Xichun Li, Zuqiang Meng:
Abstractive Text Summarization Using Generative Adversarial Network and Relation Extraction. 203-206 - Somayeh Bakhtiari Ramezani, Logan Cummins, Brad Killen, Richard Carley, Shahram Rahimi, Maria Seale:
Similarity Based Methods for Faulty Pattern Detection in Predictive Maintenance. 207-213 - Unaiza Ahsan, Yuanbo Wang, Alexander Guo, Kevin D. Tynes, Tianlong Xu, Estelle Afshar, Xiquan Cui:
Visually Compatible Home Decor Recommendations Using Object Detection and Product Matching. 214-220 - Edward Schwalb:
Prototyping: Sample Selection for Imbalanced Data. 221-227 - Julian Cagnazzo, Osama Sam Abuomar, Angel Yanguas-Gil, Jeffrey W. Elam:
Atomic Layer Deposition Optimization Using Convolutional Neural Networks. 228-232 - Nour Matta, Nada Matta, Evan Giret, Nicolas Declercq:
Enhancing Textual Knowledge Discovery using a Context-Awareness Approach. 233-237 - Sean Walker, Sharad Sharma:
Data Visualization Tool for Covid-19 and Crime Data. 238-242 - Guang Hu, Yue Tang:
A Predictive Analytics Approach Based on Grey-Markov for Digital Economy. 243-248 - Tyren Walker, Sharad Sharma:
Data Analysis of Crime and Rates of Hospitalization due to COVID-19. 249-254 - Farid Ghareh Mohammadi, Farzan Shenavarmasouleh, Khaled Rasheed, Thiab R. Taha, M. Hadi Amini, Hamid R. Arabnia:
The application of Evolutionary and Nature Inspired Algorithms in Data Science and Data Analytics. 255-261 - Ray R. Hashemi, Omid M. Ardakani, Jeffrey A. Young, Chanchal Tamrakar:
Mining the Impact of Social Media on High-Frequency Financial data. 262-267 - Ron Coleman:
A data science approach to readability. 268-272 - Oyeyemi Osho, Sungbum Hong, Tor A. Kwembe:
Network Intrusion Detection System Using Principal Component Analysis Algorithm and Decision Tree Classifier. 273-279 - Soeon Park, Mohammed Mahmoud, Sherrene Bogle:
Time Series Analysis of COVID-19 Cases in Humboldt County. 280-284 - Cheronika Manyfield-Donald, Tor A. Kwembe, Jing-Ru C. Cheng:
A Modified Clustering Using Representatives to Enhance and Optimize Tracking and Monitoring of Maritime Traffic in Real-time Using Automatic Identification System Data. 285-289 - Ayman Taha, Bernard Cosgrave, Wael Rashwan, Susan McKeever:
Insurance Reserve Prediction: Opportunities and Challenges. 290-295 - Qinlu Li, Tao Du, Rui Zhang, Jin Zhou, Shouning Qu:
Research on the status of industrial sewage equipment based on clustering ensemble. 296-300 - Herious Cotton, Tor A. Kwembe:
Using Data Analytics to Forecast Violent Crime. 301-304 - Mahmood Mohammed, John R. Talburt, Serhan Dagtas, Melissa Hollingsworth:
A Zero Trust Model Based Framework For Data Quality Assessment. 305-307 - Carlos A. Barajas, Gerson C. Kroiz, Matthias K. Gobbert, Jerimy C. Polf:
Classification of Compton Camera Based Prompt Gamma Imaging for Proton Radiotherapy by Random Forests. 308-311 - Seema Singh Saharan, Pankaj Nagar, Kate Townsend Creasy, Eveline O. Stock, James Feng, Mary J. Malloy, John P. Kane:
Implementation of PCA enabled Support Vector Machine using cytokines to differentiate smokers versus nonsmokers. 312-317 - Youcef Derbal:
On Signaling Dysregulation in Cancer. 318-323 - Dimitrios Charalampidis:
Visualizing population substructures using multidimensional scaling and data smoothing. 324-329 - Luiz Henrique Pontes dos Santos, Jannison Karlly Cavalcante Ribeiro, Juliana Osório Alves, Maria Izabel Florindo Guedes, Stela Mirla da Silva Felipe, Raquel Martins de Freitas, Paula Matias Soares, Cláudio Gleidiston Lima da Silva, Cristina Pacheco Santos, Eric Petterson Viana Pereira, Valdevane Rocha Araújo, Vânia Marilande Ceccatto:
SARS-CoV-2 variant strains and viral phylodynamics of ORF1a-1b genetic aspects in South America. 330-336 - Payal Patel, Kalpdrum Passi, Chakresh Kumar Jain:
Improving Gene Expression Prediction of Cancer Data Using Nature Inspired Optimization Algorithms. 337-343 - Wenjuan Zhang, William Yang, John Talburt, Sherman Morton Weissman, Mary Qu Yang:
Missing Value Recovery for Single Cell RNA Sequencing Data. 344-348 - Andrew Smith, Hardik Anand, Snezana Milosavljevic, Katherine M. Rentschler, Ana Pocivavsek, Homayoun Valafar:
Application of Machine Learning to Sleep Stage Classification. 349-354 - Raul Magdaleno Peñaloza, Gerardo Reyes Salgado, Andrea Magadán Salazar:
Optimization of a classical algorithm for the alignment of genomic sequences with artificial bee colony. 355-360 - Elham Khorasani Buxton, Rushabh Patel, Mari R. Toumaian, Maryam Raeeszadeh-Sarmazdeh:
Application of Protein Language Models to low-N Engineering of metalloproteinase inhibitors. 361-365 - Punithavathi Sundaramurthy, Brandon White, Wendy Lee:
A Computational Approach to Identify Transcription Factor Binding Sites Containing Spacer Regions. 366-369 - Seema Singh Saharan, Pankaj Nagar, Kate Townsend Creasy, Eveline O. Stock, James Feng, Mary J. Malloy, John P. Kane:
Application of Machine Learning Ensemble Super Learner for analysis of the cytokines transported by high density lipoproteins (HDL) of smokers and nonsmokers. 370-375 - Diksha Kool, Katy Kao, Wendy Lee:
Understanding How the Relative Abundance of Candida Species Impacts Transcriptional Regulation in Co-culture Biofilms. 376-378 - Muhammed Akif Agca, Djamel Khadraoui, Mehmet Naci Efe:
Persisting Trust in Emerging Hybrid-Clouds and 6G Systems. 379-385 - Tolga Ovatman, Muhammed Enes Tirnakçi, Ahmet Yilmaz:
Utilizing HAPS Deployed Data Centers in Offloading Cloud Workloads. 386-391 - Sonam Yadav, Sindhura Gali, Saranya Bangarusamy, Mohammed Mahmoud:
Addressing the Small Files Issue in Hadoop. 392-396 - Noah Oghenefego Ogwara, Krassie Petrova, Mee Loong Bobby Yang:
MOBDroid2: An Improved Feature Selection Method for Detecting Malicious Applications in a Mobile Cloud Computing Environment. 397-403 - Noah Bankston, Sandy Jarkas, Tara Jubran, Noah Pape, Sterling Walker, Terrell Brooks, Mohammed Mahmoud:
Engineering Cloud Applications for the Workplace. 404-410 - Abhishek Phadke, F. Antonio Medrano, Stanislav Ustymenko:
A Review of Vehicular Micro-Clouds. 411-417 - Moloko P. Mothlabeng, Topside E. Mathonsi, Tonderai Muchenje, Deon P. Du Plessis:
An Algorithm to Enhance Data Integrity in Cloud Computing. 418-424 - Olivera Kotevska, Folami Alamudun, Christopher B. Stanley:
Optimal Balance of Privacy and Utility with Differential Privacy Deep Learning Frameworks. 425-430 - Alexandre C. B. Delbem, Antonio Mauro Saraiva, João Bosco A. London Jr., Rodrigo Zempulski Fanucchi:
Sublinear evaluation of complex networks for extensive exploration of configurations for critical scenarios and decision making. 431-436 - Ireddy Siddhartha, Huixin Zhan, Victor S. Sheng:
Abstractive Text Summarization via Stacked LSTM*. 437-442 - Víctor Huilcapi, Xavier Blasco Ferragud, Juan M. Herrero, Alberto Pajares, Gilberto Reynoso-Meza:
Application of an input-output pairings selection methodology to control multivariable systems based on multi-objective optimization. 443-449 - Zein Shaheen, Gerhard Wohlgenannt, Dmitry Mouromtsev:
Zero-Shot Cross-Lingual Transfer in Legal Domain Using Transformer Models. 450-456 - Mitsuo Gen, Chuluunsukh Anudari, YoungSu Yun:
Hybridizing Teaching-Learning Based Optimization with GA and PSO: Case Study of Supply Chain Network Model. 457-462 - Won-Chul Shin, Hyun-Kyu Park, Young-Tack Park:
Knowledge Inference and Knowledge Completion Methods using Neuro-Symbolic Inductive Rules. 463-469 - Miku Kawai, Jumpei Ono, Takashi Ogata:
Kabuki Explanation System Based on User's Knowledge and Interests. 470-475 - Bing Sun, Chuan Wang, Qiang Yang, Weili Liu, Weijie Yu:
Ant Colony Optimization for Balanced Multiple Traveling Salesmen Problem. 476-481 - Chuluunsukh Anudari, YoungSu Yun, Mitsuo Gen:
Hybrid Meta-heuristics Approach for Solving Supply Chain Network Model under Disruption Risk. 482-487 - Jonathan Bishop, Mark M. H. Goode:
Towards 'serendipity engineering for seductive hypermedia' and 'user analysis using socialnomics': The role of ecological cognition. 488-494 - Nikos Loukeris, Iordanis Eleftheriadis, G. Gikas:
Selecting Optimal Portfolio in Generalized Feed Forward networks and Support vector machines hybrids. 495-501 - Kevyn Kelso, Byeong Kil Lee:
Accordion AutoEncoders (A2E) for Generative Classification with Low Complexity Network. 502-505 - Tristan Lee, Byeong Kil Lee:
Splatter: An Efficient Sparse Image Convolution for Deep Neural Networks. 506-509 - Mirhossein Mousavi Karimi, Shahram Rahimi:
A Two-Dimensional Model for Game Theory Based Predictive Analytics. 510-515 - Josef Dobes, David Cerný:
An Algorithm to Solve Systems of Nonlinear Differential-Algebraic Equations With Extraordinary Efficiency Even at High Demanded Precisions. 516-520 - Ionela S. Munayco, Marina Chugunova, Ali Nadim:
Non-Orthogonal HOSVD Applied to 3-D Image Compression. 521-526 - Samuel Grone, Weitian Tong, Hayden Wimmer, Yao Xu:
Arbitrage Behavior amongst Multiple Cryptocurrency Exchange Markets. 527-532 - Nicholas A. Nechval, Gundars Berzins, Konstantin N. Nechval:
A New Unified Computational Method for Finding Confidence Intervals of Shortest Length and/or Equal Tails under Parametric Uncertainty. 533-539 - Anousha Athreya, S. Koby Taswell, Andrew Kang, Ishani Das, Carl Taswell:
Ashurbanipal: A Diristry to Document Multimedia Metadata Tools for Transdisciplinary Archives. 540-543 - Jun Zhang, Ruzong Fan, Fangyang Shen:
New Method for the Computation of Generating Functions with Applications. 544-549 - Jackeline del Carmen Huaccha Neyra, Aurelio Ribeiro Leite de Oliveira:
Solving the dose distribution problem in the radiotherapy planning applying the interior point methods *. 550-555 - Flávio de Assis Vilela, Ricardo Rodrigues Ciferri:
A novel solution to perform real-time ETL process based on non-intrusive and reactive concepts. 556-561 - Mansoureh Lord, Adam Kaplan:
Mechanical Anomaly Detection on an Embedded Microcontroller. 562-568 - Arman Dehpanah, Muheeb Faizan Ghori, Jonathan Gemmell, Bamshad Mobasher:
Player Modeling using Behavioral Signals in Competitive Online Games. 569-574 - Levi Meston, Jalal Kawash:
Scratch-Style Relational Algebra and Calculus. 575-581 - Kai Wang, Hong Zhang:
An Experimental Evaluation of a Function in Extremal Combinatorics. 582-586 - Zalán Heszberger, András Majdán, András Gulyás, András Biró, László Balázs, József Bíró:
Analysis of Routing Entropy in Hyperbolic Trees. 587-591 - Naoki Tojima, Akihiro Fujiwara:
Robust asynchronous P systems for basic operations. 592-597 - Kangrong Tan, Shozo Tokinaga:
Markov Regime Switching Analysis for the Pandemic and the Dynamics of German Market. 598-603 - Tianyu Shen, Youwei Wang, Tao Du, Shouning Qu:
Clustering algorithm based on k-value adaptive neighborhood selection. 604-608 - Fatma Mallouli, Nesrine Khelifi, Aya Hellal, Eman Ferjani, Imen Gmach, Nada Chaabane, Rimah Amami, Rim Amami:
Cryptocurrency bounced back based on cryptography technology during the COVID-19 pandemic. 609-614 - Cheng-Chi Lee, Chung-Wei Li, Chun-Ta Li, Chin-Ling Chen:
E-book Circulation System Based on Blockchain. 615-619 - Eman Azab, Nour El-Din Ali Said, Mohamed Nafea, Yassin Samaha, Lamia A. Shihata, Maggie Mashaly:
Employing Genetic Algorithm and Discrete Event Simulation for Flexible Job-Shop Scheduling Problem. 620-624 - Fady Nissan, Jacob Hamade, Jimmy Xiao, Jonah Ragle, Joshua Price, Julien Fares, Mohammed Mahmoud:
Blockchain as a Reliable Security Framework. 625-632 - Héctor Miguel, Gastelum-Gonzalez, Luis Antonio, Gama Moreno, Ana Luisa Garcia-Corralejo:
Hybrid Push-Pull Systems: Classification, Optimal Methods and Uncertainty. 633-641 - Xuezhen Li, Takayuki Fujimoto:
Proposal for the Virtual Library that Enables the User to Control the Bookshelf based on the Concept of Timeline. 642-645 - Jumpei Ono, Takashi Ogata:
Multiple Story Generation Using Story Techniques Included in a Story : Full/Regular Research Paper, CSCI-ISCS. 646-650 - Hyungchan Kim, Yeonghun Shin, Sungbum Kim, Minju Kim, Wooyeon Jo, Taeshik Shon:
Data Deletion and Recovery of Androd Plaforms. 651-654 - Minju Kim, Yeonghun Shin, Wooyeon Jo, Taeshik Shon:
Security Analysis of Smart Watch and Band Devices. 655-658 - Shinjin Kang, Jongin Choi, Hyunjeong Tae, Soo Kyun Kim:
Game Engine Based 2D Emotion Segmentation Generation Method. 659-660 - Kuntha Pin, Yunyoung Nam, Sangho Ha, Jung Woo Han:
Deep Learning Based on Ensemble to Diagnose of Retinal Disease using Optical Coherence Tomography. 661-664 - Maryam Bukhari, Muazzam Maqsood, Seungmin Rho:
Fake News Detection on Social Media for Sustainable Trust-based Social Networking. 665-670 - Changfeng Yu, Cheng Zhang, Hao Zhang, Jie Wang:
AutoTR: Efficient Reformatting Text Spread out in a DOM Tree for Text-Analytic Applications. 671-674