Submissions from 2024
Oxygenation influences xylose fermentation and gene expression in the yeast genera Spathaspora and Scheffersomyces, Katharina O. Barros, Megan Mader, David J. Krause, Jasmyn Pangilinan, Bill Andreopoulos, Anna Lipzen, Stephen J. Mondo, Igor V. Grigoriev, Carlos A. Rosa, Trey K. Sato, and Chris Todd Hittinger
Bisphenol F affects neurodevelopmental gene expression, mushroom body development, and behavior in Drosophila melanogaster, Judith L.A. Fishburn, Heather L. Larson, An Nguyen, Chloe J. Welch, Taylor Moore, Aliyah Penn, Johnathan Newman, Anthony Mangino, Erin Widman, Rana Ghobashy, Jocelyn Witherspoon, Wendy Lee, and Kimberly A. Mulligan
Fast Software-Based Real Time Panoramic Image Processing, Matthew Gerlits, Melody Moh, and Teng Sheng Moh
Classification and online clustering of zero-day malware, Olha Jurečková, Martin Jureček, Mark Stamp, Fabio Di Troia, and Róbert Lórencz
Creating valid adversarial examples of malware, Matouš Kozák, Martin Jureček, Mark Stamp, and Fabio Di Troia
A comparison of graph neural networks for malware classification, Vrinda Malhotra, Katerina Potika, and Mark Stamp
A natural language processing approach to Malware classification, Ritik Mehta, Olha Jurečková, and Mark Stamp
An Advanced Malware Detection System Based on NLP to Generate Genetic Markers, Quang Duy Tran, Jaehyun Lim, and Fabio Di Troia
Submissions from 2023
CoDiS: Community Detection via Distributed Seed Set Expansion on Graph Streams, Austin Anderson, Petros Potikas, and Katerina Potika
Autonomous Lending Organization on Ethereum with Credit Scoring, Thomas H. Austin, Katerina Potika, and Chris Pollett
Graph deep learning hashtag recommender for reels, Sriya Balineni and William B. Andreopoulos
Finding BERT Errors Using Activation Vectors, Vedashree P. Bhandare and William B. Andreopoulos
Classifying Real and Bot Users Based on their News Spread for Combating Misinformation, Thi Bui, Anson Pham, Warada Kulkarni, Yutong Yao, and Katerina Potika
Detecting Twitter Bots with Machine Learning and Propagation Graph Analysis, Thi Bui and Katerina Potika
Efficient mmWave Beam Selection using ViTs and GVEC: GPS-based Virtual Environment Capture, Srajan Gupta, Navrati Saxena, Abhishek Roy, and Akshay Ravi
Toward a debugging pedagogy: helping students learn to get unstuck with physical computing systems, Colin Hennessy Elliott, Alexandra Gendreau Chakarov, Jeffrey B. Bush, Jessie Nixon, and Mimi Recker
Container Caching Optimization based on Explainable Deep Reinforcement Learning, Divyashree Jayaram, Saad Jeelani, and Genya Ishigaki
Personalized Tweet Recommendation Using Users' Image Preferences, Shashwat Avinash Kadam and William B. Andreopoulos
Malware classification with Word2Vec, HMM2Vec, BERT, and ELMo, Aparna Sunil Kale, Vinay Pandya, Fabio Di Troia, and Mark Stamp
Job Tailored Resume Content Generation, Sumedh S. Kale and William B. Andreopoulos
GeoYCSB: A Benchmark Framework for the Performance and Scalability Evaluation of Geospatial NoSQL Databases, Suneuy Kim, Yvonne Hoang, Tsz Ting Yu, and Yuvraj Singh Kanwar
Predicting pedestrian crosswalk behavior using Convolutional Neural Networks, Eric Liang and Mark Stamp
Enhancing Malware Detection Using 'Genetic Markers' and Machine Learning, Jaehyun Lim, Quang Duy Tran, and Fabio Di Troia
Siamese Neural Networks for Content-based Visual Art Recommendation, Ran Li, Melody Moh, and Teng Sheng Moh
Maximizing External Action with Information Provision over Multiple Rounds in Online Social Networks, Masaaki Miyashita, Norihiko Shinomiya, Daisuke Kasamatsu, and Genya Ishigaki
Large-scale End-of-Life Prediction of Hard Disks in Distributed Datacenters, Rohan Mohapatra, Austin Coursey, and Saptarshi Sengupta
Determining the temporal factors of survival associated with brain and nervous system cancer patients: A hybrid machine learning methodology, Gopal Nath, Austin Coursey, Joseph Ekong, Elham Rastegari, Saptarshi Sengupta, Asli Z. Dag, and Dursun Delen
An interactive web-based tool for predicting and exploring brain cancer survivability, Gopal Nath, Austin Coursey, Yang Li, Srikanth Prabhu, Harish Garg, Shaymal C. Halder, and Saptarshi Sengupta
Generative adversarial networks and image-based malware classification, Huy Nguyen, Fabio Di Troia, Genya Ishigaki, and Mark Stamp
Detecting Phishing URLs using the BERT Transformer Model, Denish Omondi Otieno, Faranak Abri, Akbar Siami Namin, and Keith S. Jones
Malware Detection through Contextualized Vector Embeddings, Vinay Pandya and Fabio Di Troia
An empirical analysis of the shift and scale parameters in BatchNorm, Yashna Peerthum and Mark Stamp
Reinforcement Learning with Neural Network-based Deterministic Game Tree Approximation, Kevin Prakash and Genya Ishigaki
A Novel Efficient Deep Learning Framework for Facial Inpainting, Akshay Ravi, Navrati Saxena, Abhishek Roy, and Srajan Gupta
Darknet traffic classification and adversarial attacks using machine learning, Nhien Rust-Nguyen, Shruti Sharma, and Mark Stamp
The Performance of Machine and Deep Learning Algorithms in Detecting Fake Reviews, Bharkavi Sachithanandam, Akbar Siami Namin, and Faranak Abri
Biological research and self-driving labs in deep space supported by artificial intelligence, Lauren M. Sanders; Ryan T. Scott; Jason H. Yang; Amina Ann Qutub; Hector Garcia Martin; Daniel C. Berrios; Jaden J.A. Hastings; Jon Rask; Graham Mackintosh; Adrienne L. Hoarfrost; Stuart Chalk; John Kalantari; Kia Khezeli; Erik L. Antonsen; Joel Babdor; Richard Barker; Sergio E. Baranzini; Philip Heller; and For full author list, see comments below
2D-3D Facial Image Analysis for Identification of Facial Features Using Machine Learning Algorithms With Hyper-Parameter Optimization for Forensics Applications, Gangothri Sanil, Krishna Prakash, Srikanth Prabhu, Vinod C. Nayak, and Saptarshi Sengupta
Exploring Social Credit for Fairness in Cloud Computing Networks, Navrati Saxena, Kaiyi Huang, and Abhishek Roy
Biomonitoring and precision health in deep space supported by artificial intelligence, Ryan T. Scott; Lauren M. Sanders; Erik L. Antonsen; Jaden J.A. Hastings; Seung min Park; Graham Mackintosh; Robert J. Reynolds; Adrienne L. Hoarfrost; Aenor Sawyer; Casey S. Greene; Benjamin S. Glicksberg; Corey A. Theriot; Daniel C. Berrios; Jack Miller; Joel Babdor; Richard Barker; Sergio E. Baranzini; Philip Heller; and For full author list, see comments below
De-SaTE: Denoising Self-attention Transformer Encoders for Li-ion Battery Health Prognostics, Gaurav Shinde, Rohan Mohapatra, Pooja Krishan, and Saptarshi Sengupta
Exploiting Large Language Models (LLMs) through Deception Techniques and Persuasion Principles, Sonali Singh, Faranak Abri, and Akbar Siami Namin
Gender Classification Accuracy via Two-Dimensional Body Joints using Convolutional Neural Networks, Cheng En Sung and Nada Attar
Using Graph Neural Networks for Social Recommendations, Dharahas Tallapally, John Wang, Katerina Potika, and Magdalini Eirinaki
Towards Detecting and Quantifying Identity-Based Polarization in Online Content: A Deep-Learning Approach, Hima Thota, Melody Moh, and Teng Sheng Moh
Real-Time Attention-Based Conversational Agent, Abhishek Vaid and William B. Andreopoulos
A Heuristic Intrusion Detection Approach Using Deep Learning Model, Ching Seh Wu and Sam Chen
Bird Species Identification from Audio Data, Ching Seh Wu, Sasanka Kosuru, and Samaikya Tippareddy
Reinforcement Learning-Based Multi-Domain Network Slice Provisioning, Zhouxiang Wu, Genya Ishigaki, Riti Gour, Congzhou Li, Feng Mi, Subhash Talluri, and Jason P. Jue
Knowledge Graphs for Textbooks: Extraction and Completion Techniques, Yutong Yao, Petros Potikas, and Katerina Potika
An evolutionary algorithm with clustering-based selection strategies for multi-objective optimization, Shenghao Zhou, Xiaomei Mo, Zidong Wang, Qi Li, Tianxiang Chen, Yujun Zheng, and Weiguo Sheng
Submissions from 2022
Markov Decision Process for Modeling Social Engineering Attacks and Finding Optimal Attack Strategies, Faranak Abri, Jianjun Zheng, Akbar Siami Namin, and Keith S. Jones
Untraining Ethnocentric Biases about Gender Roles: A Preliminary Empirical Study Presenting Art as Stimulus, Reem Albaghli, Chaz Chang, Sarah Almahmeed, and Nada Attar
Leveraging Initial Cognitive Load to Predict User Response to Complex Visual Tasks, Reem Albaghli, Yaman Jandali, Sarah Almahmid, and Nada Attar
BERT for Malware Classification, Joel Alvares and Fabio Di Troia
Deeplasmid: Deep learning accurately separates plasmids from bacterial chromosomes, William B. Andreopoulos, Alexander M. Geller, Miriam Lucke, Jan Balewski, Alicia Clum, Natalia N. Ivanova, and Asaf Levy
A Blockchain-Based Tamper-Resistant Logging Framework, Thomas H. Austin and Fabio Di Troia
Crowdfunding Non-fungible Tokens on the Blockchain, Sean Basu, Kimaya Basu, and Thomas H. Austin
Euclid after Computer Proof-Checking, Michael Beeson
On the notion of equal figures in Euclid, Michael Beeson
Larry Wos: Visions of Automated Reasoning, Michael Beeson, Maria Paola Bonacina, Michael Kinyon, and Geoff Sutcliffe
Twitter Bots’ Detection with Benford’s Law and Machine Learning, Sanmesh Bhosale and Fabio Di Troia
Twitter Bot Detection using Social Network Analysis, Thi Bui and Katerina Potika
Understanding the Collaborative Learning Implementation Cycle (CLIC) for a Teacher Learning to Promote Computationally Rich Communication in a Remote STEM Classroom, Jeffrey B. Bush, Quentin Biddy, Colin Hennessy Elliott, Alexandra Gendreau Chakarov, and Jessie Nixon
Predicting cervical cancer biopsy results using demographic and epidemiological parameters: a custom stacked ensemble machine learning approach, Krishnaraj Chadaga, Srikanth Prabhu, Niranjana Sampathila, Rajagopala Chadaga, S. Swathi, and Saptarshi Sengupta
An Approach to Improving Anomaly Detection Using Multiple Detectors, Paaras Chand, Melody Moh, and Teng Sheng Moh
A New Design and Analysis of Power Saving for IoT Gateway, Jisi Chandroth, Navrati Saxena, Abhishek Roy, and Eshita Rastogi
Machine Learning-Based Analysis of Free-Text Keystroke Dynamics, Han Chih Chang, Jianwei Li, and Mark Stamp
Machine Learning and Deep Learning for Fixed-Text Keystroke Dynamics, Han Chih Chang, Jianwei Li, Ching Seh Wu, and Mark Stamp
Visual Task Classification using Classic Machine Learning and CNNs, Devangi Vilas Chinchankarame, Noha Elfiky, and Nada Attar
The Melampsora americana Population on Salix purpurea in the Great Lakes Region Is Highly Diverse with a Contributory Influence of Clonality, Chase R. Crowell, Dustin G. Wilkerson, Mariami Beckauri, Ali R. Cala, Patrick W. McMullen, Stephen Mondo, William Andreopoulos, Anna Lipzen, Kathleen Lail, Mi Yan, Vivian Ng, Igor V. Grigoriev, Lawrence B. Smart, and Christine D. Smart
“Do I need to know what I am doing if I am the teacher?” Developing teachers' debugging pedagogies with physical computing, Colin Hennessy Elliott, Jessie Nixon, Jeffrey B. Bush, Alexandra Gendreau Chakarov, and Mimi Recker
Clickbait Detection for YouTube Videos, Ruchira Gothankar, Fabio Di Troia, and Mark Stamp
Traffic-Weighted Availability-Guaranteed Network Slice Composition with VNF Replications, Riti Gour, Varin Sikand, Joseph Chang, Zhouxiang Wu, Genya Ishigaki, and Jason P. Jue
Vision-Based End-to-End Deep Learning for Autonomous Driving in Next-Generation IoT Systems, Dapeng Guo, Melody Moh, and Teng Sheng Moh
Performance Centric Primary Storage Deduplication Systems Exploiting Caching and Block Similarity, Rakesh Gururaj, Melody Moh, Teng Sheng Moh, Philip Shilane, and Bhimsen Bhanjois
Diel gene expression improves software prediction of cyanobacterial operons, Philip Heller
Evaluating Deep Learning Models and Adversarial Attacks on Accelerometer-Based Gesture Authentication, Elliu Huang, Fabio Di Troia, and Mark Stamp
Using Transformers for Identification of Persuasion Principles in Phishing Emails, Bimal Karki, Faranak Abri, Akbar Siami Namin, and Keith S. Jones
Cloud-centric blockchain public key infrastructure for big data applications, Brian Tuan Khieu and Melody Moh
Classifying Perceived Emotions based on Polarity of Arousal and Valence from Sound Events, Pooja Krishan and Faranak Abri
Detecting Botnets Through Deep Learning and Network Flow Analysis, Ji An Lee and Fabio Di Troia
Free-Text Keystroke Dynamics for User Authentication, Jianwei Li, Han Chih Chang, and Mark Stamp
DRX in NR Unlicensed for B5G Wireless: Modeling and Analysis, Mukesh Kumar Maheshwari, Eshita Rastogi, Abhishek Roy, Navrati Saxena, and Dong Ryeol Shin
Dynamic Resource Management of Green Fog Computing for IoT Support, Melody Moh, Teng Sheng Moh, and Mariia Surmenok
Auxiliary-Classifier GAN for Malware Analysis, Rakesh Nagaraju and Mark Stamp
Incorporating a Machine Learning Model into a Web-Based Administrative Decision Support Tool for Predicting Workplace Absenteeism, Gopal Nath, Yawei Wang, Austin Coursey, Krishna K. Saha, Srikanth Prabhu, and Saptarshi Sengupta
MalView: Interactive Visual Analytics for Comprehending Malware Behavior, Huyen N. Nguyen, Faranak Abri, Vung Pham, Moitrayee Chatterjee, Akbar Siami Namin, and Tommy Dang
Intelligent O-RAN for Beyond 5G and 6G Wireless Networks, Solmaz Niknam, Abhishek Roy, Harpreet S. Dhillon, Sukhdeep Singh, Rahul Banerji, Jeffery H. Reed, Navrati Saxena, and Seungil Yoon
3D Facial Biometric Verification Using a DNA Sample for Law Enforcement Applications, Niraj Pandkar, Teng Sheng Moh, and Mark Barash
TontineCoin: Survivor-based Proof-of-Stake, Chris Pollett, Thomas H. Austin, Katerina Potika, Justin Rietz, and Prashant Pardeshi
A parallel community detection algorithm based on spanning trees, Petros Potikas, Dora Souliou, Aris Pagourtzis, and Katerina Potika
Use of Machine Learning for Early Detection of Knee Osteoarthritis and Quantifying Effectiveness of Treatment Using Force Platform, Ashish John Prabhakar, Srikanth Prabhu, Aayush Agrawal, Siddhisa Banerjee, Abraham M. Joshua, Yogeesh Dattakumar Kamat, Gopal Nath, and Saptarshi Sengupta
Supervised Learning Models for the Preliminary Detection of COVID-19 in Patients Using Demographic and Epidemiological Parameters, Aditya Pradhan, Srikanth Prabhu, Krishnaraj Chadaga, Saptarshi Sengupta, and Gopal Nath
Investigating User Information and Social Media Features in Cyberbullying Detection, Jiabao Qiu, Nihar Hegde, Melody Moh, and Teng Sheng Moh
Multi-modal detection of cyberbullying on Twitter, Jiabao Qiu, Melody Moh, and Teng Sheng Moh
Advancement on Security Applications of Private Intersection Sum Protocol, Y. Athur Raghuvir, S. Govindarajan, S. Vijayakumar, P. Yadlapalli, and F. Di Troia
Smart home device security: A survey of smart home authentication methods with a focus on mutual authentication and key management practices, Robinson Raju and Melody Moh
Energy efficiency analysis of narrowband Internet of Things with auxiliary active cycles for small data transmission, Eshita Rastogi, Mukesh Kumar Maheshwari, Abhishek Roy, Navrati Saxena, and Dong Ryeol Shin
Machine Learning-Based DRX Mechanism in NR-Unlicensed, Eshita Rastogi, Mukesh Kumar Maheshwari, Abhishek Roy, Navrati Saxena, and Dong Ryeol Shin
