1. Home
  2. Proceedings
  3. CSCE
  4. CSCE 2023
Default Cover Image

2023 Congress in Computer Science, Computer Engineering, & Applied Computing (CSCE)

July 24 2023 to July 27 2023

Las Vegas, NV, USA

ISBN: 979-8-3503-2759-5

Table of Contents

Half Title PageFreely available from IEEE.pp. 1-1
Half Title PageFreely available from IEEE.pp. 1-1
Copyright PageFreely available from IEEE.pp. 1-1
Table of ContentsFreely available from IEEE.pp. v-li
Message from the Co-Chairs: CSCE 2023Freely available from IEEE.pp. liii-liv
Conference Organization: CSCE 2023Freely available from IEEE.pp. liv-lv
Bootcamp Method for Training General Purpose AI AgentsFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Vincent Lombardi, Lawrence Holder
Generating Realistic Multi-Class Biosignals with BioSGAN: A Transformer-Based Label-Guided Generative Adversarial NetworkFull-text access may be available. Sign in or learn about subscription options.pp. 9-18
by Xiaomin Li, Anne Hee Hiong Ngu, Vangelis Metsis
Communication-Facilitated Coordination in Agent Team Rescue MissionFull-text access may be available. Sign in or learn about subscription options.pp. 19-22
by David Degbor, Abhijot Bedi, Shelley Zhang, Eugene Chabot
Impacts of Catastrophic Forgetting: From a Machine Learning Engineering PerspectiveFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Timothy Elvira, Juan Ortiz Couder, Tyler Thomas Procko, Omar Ochoa
Cellphone-Based sUAS Range Estimation: A Deep-Learning ApproachFull-text access may be available. Sign in or learn about subscription options.pp. 31-36
by Ryan D. Clendening, Richard Dill, Brett J. Borghetti, Brett Smolenski, Darren Haddad, Douglas D. Hodson
Deep Learning Evolved: Overcoming Sub-Optimal Local Minima with (\mu/\rho+\lambda)–Evolution StrategiesFull-text access may be available. Sign in or learn about subscription options.pp. 37-45
by Pablo Rivas
Exploring the Relationship Between Air Pollution and CNS Disease Mortality in Italy: A Forecasting Study with ARIMA and XGBoostFull-text access may be available. Sign in or learn about subscription options.pp. 46-52
by Mostafa Karami, Sah Hamzehei, Farzaneh Rastegari, Omid Akbarzadeh
Microgrid Intelligent Agent ControlFull-text access may be available. Sign in or learn about subscription options.pp. 53-57
by Mohammed Alaqtash, Salem Al-Agtash, Khaled Shaalan
Can CNNs be Used to Predict Multi-Physics Simulations of Microwave Induced Damage to Basalt?Full-text access may be available. Sign in or learn about subscription options.pp. 58-61
by Reena Patel, Jeff Allen, Tomas Mondragon, Oliver Taylor
mCLESS: The Multi-Class Least-Error Square Sum for Interpretable ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 62-67
by Hwan Hee Park, Seung Heon Lee, Hwamog Kim, Seongjai Kim
A Chronological and Cooperative Route Optimization Method for Heterogeneous Vehicle Routing ProblemFull-text access may be available. Sign in or learn about subscription options.pp. 68-75
by Yosuke Yamaguchi, Zhao Wang, Yuusuke Nakano, Jun Ohya, Katsuya Hasegawa
Comparative Analysis of Deep Learning Approaches for Analysis and Prediction of Multivariate Time Series DataFull-text access may be available. Sign in or learn about subscription options.pp. 76-82
by Nikhila Vintha, Kaur Devinder
BERT Goes to SQL School: Improving Automatic Grading of SQL StatementsFull-text access may be available. Sign in or learn about subscription options.pp. 83-90
by Pablo Rivas, Donald R. Schwartz, Ernesto Quevedo
A Reinforcement Learning Approach to Training Chess Engine Neural NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 91-95
by Lily Young, Byeong Kil Lee
Assessing Author Personality Types Using ChatGPTFull-text access may be available. Sign in or learn about subscription options.pp. 96-101
by Curry Guinn
Determinants of Global Hunger IndexFull-text access may be available. Sign in or learn about subscription options.pp. 102-107
by Saatwik Panigrahi, Swadhin Rout, Anasse Bari
Aligning Word Embeddings from BERT to Vocabulary-Free RepresentationsFull-text access may be available. Sign in or learn about subscription options.pp. 108-115
by Alejandro Rodriguez Perez, Korn Sooksatra, Pablo Rivas, Ernesto Quevedo, Javier Turek, Gisela Bichler, Tomas Cerny, Laurie Giddens, Stacie Petter
Performance Evaluation of Federated Learning for Anomaly Network DetectionFull-text access may be available. Sign in or learn about subscription options.pp. 116-122
by Roudha Alhammadi, Amjad Gawanmeh, Shadi Atalla, Mohammed Q. Alkhatib, Wathiq Mansoor
Scaling Probabilistic Inference Through Message Contraction OptimizationFull-text access may be available. Sign in or learn about subscription options.pp. 123-130
by Martin Roa Villescas, Jin-Guo Liu, Patrick W.A. Wijnings, Sander Stuijk, Henk Corporaal
Detecting IoT Malware with Knowledge Distillation TechniqueFull-text access may be available. Sign in or learn about subscription options.pp. 131-135
by Rebet Jones, Marwan Omar
A Multi-Agent System for ISR Asset PlanningFull-text access may be available. Sign in or learn about subscription options.pp. 136-144
by Wilmuth Müller, Frank Reinert, Uwe Pfirrmann, Dirk Mühlenberg, Christian Ellmauer
AI Resistant (AIR) CryptographyFull-text access may be available. Sign in or learn about subscription options.pp. 145-149
by Gideon Samid
Siamese-NAS: Using Trained Samples Efficiently to Find Lightweight Neural Architecture by Prior KnowledgeFull-text access may be available. Sign in or learn about subscription options.pp. 150-156
by Yu-Ming Zhang, Jun-Wei Hsieh, Chun-Chieh Lee, Kuo-Chin Fan
Analysis of Factors Influencing the Severity of Coronavirus Symptoms Using Predictive ModelingFull-text access may be available. Sign in or learn about subscription options.pp. 157-162
by Anatoli Nachev
Automated Orchestration Systems Based on Deep LearningFull-text access may be available. Sign in or learn about subscription options.pp. 163-167
by Ryosuke Kamada, Seiji Tsuchiya, Hirokazu Watabe
An Analysis of Research Trends on Language Model Using BERTopicFull-text access may be available. Sign in or learn about subscription options.pp. 168-172
by Woojin Kang, Yumi Kim, Heesop Kim, Jongwook Lee
A Comparative Study of Fishing Activity Detection Approaches in Maritime SurveillanceFull-text access may be available. Sign in or learn about subscription options.pp. 173-179
by Vinicius D. Do Nascimento, Tiago A. O. Alves, Diego L. C. Dutra, Sandip Kundu
Data Augmentation with Noise and Blur to Enhance the Performance of YOLO7 Object Detection AlgorithmFull-text access may be available. Sign in or learn about subscription options.pp. 180-185
by Abdulghani M. Abdulghani, Mokhles M. Abdulghani, Wilbur L. Walters, Khalid H. Abed
Performance Evaluation of CNN Models in Urban Acoustic Event Recognition Through MFCC Hyperparameter SearchFull-text access may be available. Sign in or learn about subscription options.pp. 186-193
by Ricardo Tangarife, Ricardo A. Velásquez, Fredy Rivera
Designing an Electroencephalograph to Predict Suicidal BehaviorFull-text access may be available. Sign in or learn about subscription options.pp. 194-201
by Diana Karen Rangel Aguilar, Julio Cesar Martínez Romo, Francisco Javier Luna Rosas, Marisol Luna Medina, Marco Hernández Vargas, Cesar Dunay Acevedo, Héctor Macias Figuera
Steganalysis of Medical Radiographs: a Deep Learning Approach Comparing the Importance of Using Content Pixels and Content-Free PixelsFull-text access may be available. Sign in or learn about subscription options.pp. 202-209
by Farid Ghareh Mohammadi, Ronnie Sebro
Reinforcing a Monitoring System of a Regulated River Using LSTMFull-text access may be available. Sign in or learn about subscription options.pp. 210-214
by Yhocsan U. Guevara-Garcia, Md Julfiker Ali Jewel, Md Muminul Hossain, Fred Wu, Fernando Rojano
Fine-Tuned Large Language Models for Improved Clickbait Title DetectionFull-text access may be available. Sign in or learn about subscription options.pp. 215-220
by Chandra N Sekharan, Pavan Sai Vuppala
Accurately Forecasting the Energy Cost in Home-Based Small Businesses by Applying Deep Neural NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 221-227
by Edwin Arrey Agbor, Yanzhen Qu
Evolving Efficient CNN Based Model for Image ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 228-235
by Afsaneh Shams, Drew Becker, Kyle Becker, Soheyla Amirian, Khaled Rasheed
Transformers for Network Traffic PredictionFull-text access may be available. Sign in or learn about subscription options.pp. 236-240
by Vinayak Tanksale
A SQL-Based Probabilistic InferenceFull-text access may be available. Sign in or learn about subscription options.pp. 241-245
by Feng-Jen Yang
Overcoming Supply Chain Challenges with Advanced Machine Learning: Exploring the Potential of Deep Meta-Learning and Multi-Task LearningFull-text access may be available. Sign in or learn about subscription options.pp. 246-253
by Beilei Zhu, Chandrasekar Vuppalapati
Visual Memory Transfer for Imbalanced Medical Image ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 254-260
by Ke Yao, Yan Liu
Automated Generation of Health Care Dynamic Recommendation Reports Through GPT-Powered Interoperability in Health Care IoT EnvironmentFull-text access may be available. Sign in or learn about subscription options.pp. 261-265
by Shih-Yang Yang, Yu-Wei Qiu, Ling-Hsiang Hung, Ching-Hu Tasi
Defense of Military Installations from UAV-Borne Attacks using Deep LearningFull-text access may be available. Sign in or learn about subscription options.pp. 266-273
by Nicholas Schaefer, Jafaar M. Alghazo, Sherif E. Abdelhamid, Ghazanfar Latif
Regression Models for Solar Radiation PredictionFull-text access may be available. Sign in or learn about subscription options.pp. 274-281
by Ayatelrahman Elsayed, Mona Y. Elshinawy, Nada Ibrahim, Randall Woodall, Abdel-Hameed A. Badawy, Satish Ranade
A Clovis/Solutrean Projectile-Point Image ClassifierFull-text access may be available. Sign in or learn about subscription options.pp. 282-286
by Jack K. Horner
Exploring Automatic Malware Detection Through Deep Learning ModelsFull-text access may be available. Sign in or learn about subscription options.pp. 287-294
by Jaafar M. Alghazo, David M. Feinauer, Sherif E. Abdelhamid
Digital Rubber Duck: Leveraging Large Language Models for Extreme ProgrammingFull-text access may be available. Sign in or learn about subscription options.pp. 295-304
by Timothy Elvira, Tyler Thomas Procko, Juan Ortiz Couder, Omar Ochoa
Analyzing a Literary Representation of the Wilmington Massacre of 1898 Through Natural Language Processing Using Sentiment AnalysisFull-text access may be available. Sign in or learn about subscription options.pp. 305-308
by Aysun Karamustafaoglu, Morgan Glisson, Matthew Aaron Ferraro, Şeref Recep Keskin, Gulustan Dogan, Jennifer Marie Lozano, John Knox
Multi-Agent Reinforcement Learning System Using Value-Decomposition Network Algorithm in StarCraft EnvironmentFull-text access may be available. Sign in or learn about subscription options.pp. 309-312
by Abdulghani M. Abdulghani, Mokhles M. Abdulghani, Wilbur L. Walters, Khalid H. Abed
Challenges of Integrating LLMs Like ChatGPT with Enterprise Software and Solving it with Object Messaging and Intelligent Objects as a New Software Design ParadigmFull-text access may be available. Sign in or learn about subscription options.pp. 313-317
by Massoud Alibakhsh
Trash Classification Using Deep Learning ModelsFull-text access may be available. Sign in or learn about subscription options.pp. 318-323
by Enes Faruk Keskin, Oğulcan İşleyen, Hilmi Demirhan, Şeref Recep Keskin
Predicting Ocean Wave Fun Factor with Machine Learning Using Buoy Data and Human ObservationsFull-text access may be available. Sign in or learn about subscription options.pp. 324-331
by Dillon Harless, Gulustan Dogan
Short Term Prediction of Rainfall in Columbia Using a Generative Modeling ApproachFull-text access may be available. Sign in or learn about subscription options.pp. 332-336
by Eron Neill, Joshua Edwards, Timothy Reitz, Ethan Cook, Gulustan Dogan, Narcisa Pricope
Plant Disease Diagnosis Using Transfer Learning Based ModelsFull-text access may be available. Sign in or learn about subscription options.pp. 337-340
by Vatsala Anand, Sheifali Gupta, Rupesh Gupta, Hani Alshahrani, Mohammed Hamdi, Mana Saleh Al Reshan, Asadullah Shaikh
Obstacles Avoidance Using Reinforcement Learning for Safe Autonomous NavigationFull-text access may be available. Sign in or learn about subscription options.pp. 341-345
by Mokhles M. Abdulghani, Abdulghani M. Abdulghani, Wilbur L. Walters, Khalid H. Abed
A Proposal for Electrodes and Frequency Bands that Combine Performance and Experimental Cost in EEG analysis of MotionsFull-text access may be available. Sign in or learn about subscription options.pp. 346-350
by Sho Kanemoto, Ryota Nishiura, Seiji Tsuchiya, Hirokazu Watabe
Data Augmentation Using Brightness and Darkness to Enhance the Performance of YOLO7 Object Detection AlgorithmFull-text access may be available. Sign in or learn about subscription options.pp. 351-356
by Abdulghani M. Abdulghani, Mokhles M. Abdulghani, Wilbur L. Walters, Khalid H. Abed
Multi-Agent Reinforcement Learning System Using Multi-Agent Proximal Policy Optimizer Algorithm in SMAC EnvironmentFull-text access may be available. Sign in or learn about subscription options.pp. 357-360
by Abdulghani M. Abdulghani, Mokhles M. Abdulghani, Wilbur L. Walters, Khalid H. Abed
Federated Learning for Character Prediction for Text GenerationFull-text access may be available. Sign in or learn about subscription options.pp. 361-365
by Guang Hu, Xin Fang
Construction of Concept-Base Including Internet-Derived WordsFull-text access may be available. Sign in or learn about subscription options.pp. 366-369
by Misako Imono, Seiji Tsuchiya, Hirokazu Watabe
Performance Comparison of Deep Learning and Machine Learning Models Applied for P&C Insurance for Measuring Prediction AccuracyFull-text access may be available. Sign in or learn about subscription options.pp. 370-374
by Sushanth Manakhari, Yanzhen Qu
Designing User-Centered Artificial Intelligence to Assist in Recovery from Domestic AbuseFull-text access may be available. Sign in or learn about subscription options.pp. 375-377
by Sneha Talwalkar, Courtney L. Crooks
Short Review on Supervised Learning Under Adversarial Label Poisoning and Clean-Label Data PoisoningFull-text access may be available. Sign in or learn about subscription options.pp. 378-382
by Pooya Tavllali, Vahid Behzadan
Large Language Model (LLM) & GPT, A Monolithic Study in Generative AIFull-text access may be available. Sign in or learn about subscription options.pp. 383-388
by Atif Farid Mohammad, Bryan Clark, Ramya Hegde
Comparison of Standard Machine Learning Classification Methods Using a Mammogram DatasetFull-text access may be available. Sign in or learn about subscription options.pp. 389-392
by Ali Al-Faris, Gaurav Dhital
Is Gamification a Practical Solution for Increasing Repurchase Intention of Online Customers?Full-text access may be available. Sign in or learn about subscription options.pp. 393-398
by Khalil Safari, Zohreh Safari, Fatemeh Keshavarzi
Improving Energy Efficiency in Healthcare Machine Learning ModelsFull-text access may be available. Sign in or learn about subscription options.pp. 399-404
by Ishanvi Kommula
Ecuador Banana Production & Democratization of Climate Change Machine Learning Models to Mobile Edge Devices!Full-text access may be available. Sign in or learn about subscription options.pp. 405-412
by Chandrasekar Vuppalapati, Anitha Ilapakurti, Sandhya Vissapragada, Sharat Kedari, Vanaja Mamidi, Raja Vuppalapati, Santosh Kedari, Jaya Shankar
LLM/GPT Generative AI and Artificial General Intelligence (AGI): The Next FrontierFull-text access may be available. Sign in or learn about subscription options.pp. 413-417
by Atif Farid Mohammad, Bryan Clark, Ram Agarwal, Sean Summers
Harnessing the Speed and Accuracy of Machine Learning to Advance CybersecurityFull-text access may be available. Sign in or learn about subscription options.pp. 418-421
by Rebet Jones, Marwan Omar, Derek Mohammed, Calvin Nobles, Maurice Dawson
Unleashing the Potential of Machine Learning: An Exploration of State-of-the-Art Algorithms and Real-World Applications in Computer VisionFull-text access may be available. Sign in or learn about subscription options.pp. 422-425
by Chris Cheng Zhang, Kevin Zhang, Rongdi Ni, Haoyu Liu, Jinhui Shen
A Comparative Study of DE, GA and ES for Evolutionary Reinforcement Learning of Neural Networks in Pendulum TaskFull-text access may be available. Sign in or learn about subscription options.pp. 426-428
by Hidehiko Okada
Assessing Industry 4.0 Readiness: The Influence of Drivers and Information TechnologiesFull-text access may be available. Sign in or learn about subscription options.pp. 429-433
by Omar León, Javier Puente, Isabel Fernandez, José Parreño Fernandez
Reinforcement Learning Based Production Planning in the Aquaculture IndustryFull-text access may be available. Sign in or learn about subscription options.pp. 434-438
by Manuel Luna, Olaya Perez-Mon, Rafael Rosillo, Alberto Gomez
Gender Analysis of European Job Offers Through NLP TechniquesFull-text access may be available. Sign in or learn about subscription options.pp. 439-445
by Cristina Puente Agueda, Ivan Sanchez-Perez, Elisa Gutierrez Garcia, Jose A. Olivas Varela
A Control Engineering Approach to the Ripple Effect Analysis in Closed-Loop Supply ChainsFull-text access may be available. Sign in or learn about subscription options.pp. 446-450
by María De Arquer, Borja Ponte, Raúl Pino, David De La Fuente
Investigating the Potential of Blockchain Technology for Improving Traceability in AgricultureFull-text access may be available. Sign in or learn about subscription options.pp. 452-457
by Simon Fernandez-Vazquez, Nicolás Álvarez, Omar Leon, José Costas
Assembly Flowshop Scheduling Problems with Blocking Constraints: Two Optimal Properties and a Iterated Greedy Search ApproachFull-text access may be available. Sign in or learn about subscription options.pp. 456-460
by Carlos Andrés Romano, Julien Maheut, Paz Pérez González, José Manuel Framiñán Torres
Modified K-Means Clustering Algorithms for Feature SelectionFull-text access may be available. Sign in or learn about subscription options.pp. 461-469
by Ayeasha Akhter, Ken Ferens
Performance Evaluation of Open-Set Classification in Human Activity Recognition via a Residual Neural Network ArchitectureFull-text access may be available. Sign in or learn about subscription options.pp. 470-476
by Daniel Rodriguez Gonzalez, Yanzhen Qu
Graph-Oriented Modelling of Process Event Activity for the Detection of MalwareFull-text access may be available. Sign in or learn about subscription options.pp. 477-486
by Kenneth Brezinski, Ken Ferens
Artificial Emotional Intelligence Testing for AI AvatarsFull-text access may be available. Sign in or learn about subscription options.pp. 487-496
by James A. Crowder, John N. Carbone
Cognitive Cluster IdentificationFull-text access may be available. Sign in or learn about subscription options.pp. 497-503
by Ainslee Heim, Ken Ferens
Exploring the Journey to Drug Overdose: Applying the Journey to Crime Framework to Drug Sales Locations and Overdose Death LocationsFull-text access may be available. Sign in or learn about subscription options.pp. 504-510
by Murat Ozer, Ismail Onat, Halil Akbas, Nelly Elsayed, Zag ElSayed, Said Varlioglu
Detection of Twitter Spam with Language Models: A Case Study on How to Use BERT to Protect Children from Spam on TwitterFull-text access may be available. Sign in or learn about subscription options.pp. 511-516
by Bianca Montes Jones, Marwan Omar
Synthetic Image Sequence Generation for Endothelium in Situ SimulatorFull-text access may be available. Sign in or learn about subscription options.pp. 517-521
by Marcial Sánchez-Tecuatl, Francesco Moccia, Roberto Berra-Romani, Jorge F. Martínez-Carballido
Predicting Drug Response Using Two Factors From Cell Lines-Drug Sensitivity and Basal Gene ExpressionFull-text access may be available. Sign in or learn about subscription options.pp. 522-525
by Chuan Wang, Yuan Tian, Wen Shi, Ying Zhou, Yi Zhou
A Research Agenda on the Feasibility of the Proposed 5G Enabled Use Cases on HealthcareFull-text access may be available. Sign in or learn about subscription options.pp. 526-529
by Akshay Monga
Vision Transformers and Bi-LSTM for Alzheimer's Disease Diagnosis from 3D MRIFull-text access may be available. Sign in or learn about subscription options.pp. 530-535
by Taymaz Akan, Sait Alp, Mohammad Alfrad Nobel Bhuiyan
Deep Learning-Based MR Image Re-parameterizationFull-text access may be available. Sign in or learn about subscription options.pp. 536-541
by Abhijeet Narang, Abhigyan Raj, Mihaela Pop, Mehran Ebrahimi
Intelligent Upper Limbs Prosthetics with 1D Convolutional Neural Networks and Quick TrainingFull-text access may be available. Sign in or learn about subscription options.pp. 542-547
by Lucas Givens, Md Julfiker Al Jewel, Md Muminul Hossain, Upali Karunathilake, Fred Wu
Using Human Body Recognition to Assist Hospital Caregivers with Turning Immobile PatientsFull-text access may be available. Sign in or learn about subscription options.pp. 548-552
by Chris Cheng Zhang, Yu Shen, Zhaodan Gan, Yanxiao Wang
From Floats To Posits: A Conversion FrameworkFull-text access may be available. Sign in or learn about subscription options.pp. 553-557
by Andrin Vuthaj, Elie Alhajjar
Pairwise Adaptive Timesteps for Soft-Sphere Collisions in Ring SimulationsFull-text access may be available. Sign in or learn about subscription options.pp. 558-564
by Jonathan Rotter, Mark C. Lewis
Task-Based Content Delivery at the Wi-Fi EdgeFull-text access may be available. Sign in or learn about subscription options.pp. 565-572
by Anil L. Pereira
Model Based and Model Free Offline Reinforcement Learning Combat Simulation ScenarioFull-text access may be available. Sign in or learn about subscription options.pp. 573-577
by Shukla Indu, Althea C. Henslee, Haley R. Dozier, Brandon Hansen, Joseph E. Jabour, Ian Dettwiller
Showing 100 out of 461
Load More
Load All