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Submissions from 2025

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Finding BERT errors by clustering activation vectors, William B. Andreopoulos, Dominic Lopez, Carlos Rojas, and Vedashree P. Bhandare

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On Modeling Agent Behavior Change Through Multi-Typed Information Diffusion in Online Social Networks, Masaaki Miyashita, Norihiko Shinomiya, Daisuke Kasamatsu, and Genya Ishigaki

Submissions from 2024

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MorteSense DIY Home Security, Shohin Abdulkhamidov, Diego Cruz, Diego Garcia-Carrasco, Spartak Gevorgyan, and Faramarz Mortezaie

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Malware Classification Using Dynamically Extracted API Call Embeddings, Sahil Aggarwal and Fabio Di Troia

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Gesture Recognition Dynamics: Unveiling Video Patterns with Deep Learning, Nithish Reddy Agumamidi and Sayma Akther

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Eyes on higher education: Evaluating web usability in Kuwaiti private universities using eye-tracking and SUPR-Q metrics, Reem Albaghli, Ayah Beidas, and Nada Attar

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Detecting Bias in Refugee Perception using Face Swapping: An Empirical Eye-Tracking Study, Reem Albaghli, Akshay Gurnaney, and Nada Attar

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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

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Evolutionary genomic analyses of canine E. coli infections identify a relic capsular locus associated with resistance to multiple classes of antimicrobials, Kristina Ceres, Jordan D. Zehr, Chloe Murrell, Jean K. Millet, Qi Sun, Holly C. McQueary, Alanna Horton, Casey Cazer, Kelly Sams, Guillaume Reboul, William B. Andreopoulos, Patrick K. Mitchell, Renee Anderson, Rebecca Franklin-Guild, Brittany D. Cronk, Bryce J. Stanhope, Claire R. Burbick, Rebecca Wolking, and Laura Peak

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Scaling Container Caching to Larger Networks with Multi-Agent Reinforcement Learning, Austin Chen and Genya Ishigaki

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Synthetic Malware Using Deep Variational Autoencoders and Generative Adversarial Networks, Aaron Choi, Albert Giang, Sajit Jumani, David Luong, and Fabio Di Troia

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Health Communication in an Era of Disinformation: Perceived Source Credibility Among Transgender and Gender Diverse Individuals, E. Ciszek, Gerold Dermid, Mansi Shah, Richard Mocarski, Debra Hope, and Nathan Woodruff

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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

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Message from the Technical Program Chairs: IEEE BDS 2024, Hiroyuki Fujioka, Katerina Potika, and Junchi Yan

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Fast Software-Based Real Time Panoramic Image Processing, Matthew Gerlits, Melody Moh, and Teng Sheng Moh

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The Applicability of LLMs in Generating Textual Samples for Analysis of Imbalanced Datasets, Saroj Gopali, Faranak Abri, Akbar Siami Namin, and Keith S. Jones

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The Performance of Sequential Deep Learning Models in Detecting Phishing Websites Using Contextual Features of URLs, Saroj Gopali, Akbar S. Namin, Faranak Abri, and Keith S. Jones

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A Comparative Multivariate Analysis of VAR and Deep Learning-based Models for Forecasting Volatile Time Series Data, Saroj Gopali, Sima Siami-Namini, Faranak Abri, and Akbar Siami Namin

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Classification and online clustering of zero-day malware, Olha Jurečková, Martin Jureček, Mark Stamp, Fabio Di Troia, and Róbert Lórencz

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Creating valid adversarial examples of malware, Matouš Kozák, Martin Jureček, Mark Stamp, and Fabio Di Troia

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Adversarial Attacks and Defenses in Multivariate Time-Series Forecasting for Smart and Connected Infrastructures, Pooja Krishan, Rohan Mohapatra, Sanchari Das, and Saptarshi Sengupta

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Learning to Play the Trading Game: Exploring Reinforcement Learning-Based Stock Trading Bots, Neeraj Kulkarni, Petros Potikas, and Katerina Potika

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Advanced DDoS Attack Classification using Ensemble Model with Meta-Learner, Ankith Indra Kumar and Genya Ishigaki

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The Physiology of Sponge Behavior, Sally P. Leys, Emma J.K. Esposito, and Amanda S. Kahn

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A comparison of adversarial malware generators, Pavla Louthánová, Matouš Kozák, Martin Jureček, Mark Stamp, and Fabio Di Troia

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A comparison of graph neural networks for malware classification, Vrinda Malhotra, Katerina Potika, and Mark Stamp

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Enhancing Botnet Detection in Network Security Using Profile Hidden Markov Models, Rucha Mannikar and Fabio Di Troia

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A natural language processing approach to Malware classification, Ritik Mehta, Olha Jurečková, and Mark Stamp

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Neural Network-based Blocking Prediction for Dynamic Network Slicing, Nitin Datta Movva and Genya Ishigaki

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Deception and Lie Detection Using Reduced Linguistic Features, Deep Models and Large Language Models for Transcribed Data, Tien Nguyen, Faranak Abri, Akbar Siami Namin, and Keith S. Jones

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Resume Content Generation Using Llama 2 with Adapters, Navaneeth Sai Nidadavolu and William B. Andreopoulos

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Kismet/CHD7/CHD8 affects gut microbiota, mechanics, and the gut-brain axis in Drosophila melanogaster, Angelo Niosi, Nguyên Henry Võ, Punithavathi Sundaramurthy, Chloe Welch, Aliyah Penn, Yelena Yuldasheva, Adam Alfareh, Kaitlyn Rausch, Takhmina Amin-Rahbar, Jeffery Cavanaugh, Prince Yadav, Stephanie Peterson, Raina Brown, Alain Hu, Any Ardon-Castro, Darren Nguyen, Robert Crawford, Wendy Lee, and Eliza J. Morris

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The Accuracy of Domain Specific and Descriptive Analysis Generated by Large Language Models, Denish Omondi Otieno, Faranak Abri, Sima Siami-Namini, and Akbar Siami Namin

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Community Detection Using Deep Learning: Combining Variational Graph Autoencoders with Leiden and K-Truss Techniques, Jyotika Hariom Patil, Petros Potikas, William B. Andreopoulos, and Katerina Potika

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Smart City Wildfire Risk Analysis with Fuzzy Multi-Criteria Decision-Making, Rekha Rani and Katerina Potika

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An efficient beam sweeping scheme with backup paging occasions in NR-Unlicensed Spectrum, Eshita Rastogi, Abhishek Roy, Ayush Rastogi, Jaehoon (Paul) Jeong, and Navrati Saxena

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Uncertainty-Aware and Explainable Human Error Detection in the Operation of Nuclear Power Plants, Bhavya Reddy, Ezgi Gursel, Katy Daniels, Anahita Khojandi, Jamie Baalis Coble, Vivek Agarwal, Ronald Boring, Vaibhav Yadav, and Mahboubeh Madadi

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Social media bot detection using Dropout-GAN, Anant Shukla, Martin Jureček, and Mark Stamp

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An Advanced Malware Detection System Based on NLP to Generate Genetic Markers, Quang Duy Tran, Jaehyun Lim, and Fabio Di Troia

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Controlling Popularity Bias in Sequential Recommendation Models, Brandon Weaver, Melody Moh, and Teng Sheng Moh

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Multi-Label Text Classification with Transfer Learning, Likhitha Yelamanchili, Ching Seh Mike Wu, Chris Pollett, and Robert Chun

Submissions from 2023

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CoDiS: Community Detection via Distributed Seed Set Expansion on Graph Streams, Austin Anderson, Petros Potikas, and Katerina Potika

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Autonomous Lending Organization on Ethereum with Credit Scoring, Thomas H. Austin, Katerina Potika, and Chris Pollett

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Graph deep learning hashtag recommender for reels, Sriya Balineni and William B. Andreopoulos

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Finding BERT Errors Using Activation Vectors, Vedashree P. Bhandare and William B. Andreopoulos

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Classifying Real and Bot Users Based on their News Spread for Combating Misinformation, Thi Bui, Anson Pham, Warada Kulkarni, Yutong Yao, and Katerina Potika

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Detecting Twitter Bots with Machine Learning and Propagation Graph Analysis, Thi Bui and Katerina Potika

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Efficient mmWave Beam Selection using ViTs and GVEC: GPS-based Virtual Environment Capture, Srajan Gupta, Navrati Saxena, Abhishek Roy, and Akshay Ravi

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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

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Container Caching Optimization based on Explainable Deep Reinforcement Learning, Divyashree Jayaram, Saad Jeelani, and Genya Ishigaki

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Personalized Tweet Recommendation Using Users' Image Preferences, Shashwat Avinash Kadam and William B. Andreopoulos

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Malware classification with Word2Vec, HMM2Vec, BERT, and ELMo, Aparna Sunil Kale, Vinay Pandya, Fabio Di Troia, and Mark Stamp

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Job Tailored Resume Content Generation, Sumedh S. Kale and William B. Andreopoulos

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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

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Predicting pedestrian crosswalk behavior using Convolutional Neural Networks, Eric Liang and Mark Stamp

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Enhancing Malware Detection Using 'Genetic Markers' and Machine Learning, Jaehyun Lim, Quang Duy Tran, and Fabio Di Troia

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Siamese Neural Networks for Content-based Visual Art Recommendation, Ran Li, Melody Moh, and Teng Sheng Moh

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Maximizing External Action with Information Provision over Multiple Rounds in Online Social Networks, Masaaki Miyashita, Norihiko Shinomiya, Daisuke Kasamatsu, and Genya Ishigaki

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Large-scale End-of-Life Prediction of Hard Disks in Distributed Datacenters, Rohan Mohapatra, Austin Coursey, and Saptarshi Sengupta

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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

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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

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Generative adversarial networks and image-based malware classification, Huy Nguyen, Fabio Di Troia, Genya Ishigaki, and Mark Stamp

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Detecting Phishing URLs using the BERT Transformer Model, Denish Omondi Otieno, Faranak Abri, Akbar Siami Namin, and Keith S. Jones

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Malware Detection through Contextualized Vector Embeddings, Vinay Pandya and Fabio Di Troia

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An empirical analysis of the shift and scale parameters in BatchNorm, Yashna Peerthum and Mark Stamp

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Reinforcement Learning with Neural Network-based Deterministic Game Tree Approximation, Kevin Prakash and Genya Ishigaki

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A Novel Efficient Deep Learning Framework for Facial Inpainting, Akshay Ravi, Navrati Saxena, Abhishek Roy, and Srajan Gupta

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Darknet traffic classification and adversarial attacks using machine learning, Nhien Rust-Nguyen, Shruti Sharma, and Mark Stamp

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The Performance of Machine and Deep Learning Algorithms in Detecting Fake Reviews, Bharkavi Sachithanandam, Akbar Siami Namin, and Faranak Abri

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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

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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

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Exploring Social Credit for Fairness in Cloud Computing Networks, Navrati Saxena, Kaiyi Huang, and Abhishek Roy

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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

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De-SaTE: Denoising Self-attention Transformer Encoders for Li-ion Battery Health Prognostics, Gaurav Shinde, Rohan Mohapatra, Pooja Krishan, and Saptarshi Sengupta

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Exploiting Large Language Models (LLMs) through Deception Techniques and Persuasion Principles, Sonali Singh, Faranak Abri, and Akbar Siami Namin

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Gender Classification Accuracy via Two-Dimensional Body Joints using Convolutional Neural Networks, Cheng En Sung and Nada Attar

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Using Graph Neural Networks for Social Recommendations, Dharahas Tallapally, John Wang, Katerina Potika, and Magdalini Eirinaki

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Towards Detecting and Quantifying Identity-Based Polarization in Online Content: A Deep-Learning Approach, Hima Thota, Melody Moh, and Teng Sheng Moh

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Real-Time Attention-Based Conversational Agent, Abhishek Vaid and William B. Andreopoulos

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A Heuristic Intrusion Detection Approach Using Deep Learning Model, Ching Seh Wu and Sam Chen

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Bird Species Identification from Audio Data, Ching Seh Wu, Sasanka Kosuru, and Samaikya Tippareddy

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Reinforcement Learning-Based Multi-Domain Network Slice Provisioning, Zhouxiang Wu, Genya Ishigaki, Riti Gour, Congzhou Li, Feng Mi, Subhash Talluri, and Jason P. Jue

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Knowledge Graphs for Textbooks: Extraction and Completion Techniques, Yutong Yao, Petros Potikas, and Katerina Potika

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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

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Markov Decision Process for Modeling Social Engineering Attacks and Finding Optimal Attack Strategies, Faranak Abri, Jianjun Zheng, Akbar Siami Namin, and Keith S. Jones

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Untraining Ethnocentric Biases about Gender Roles: A Preliminary Empirical Study Presenting Art as Stimulus, Reem Albaghli, Chaz Chang, Sarah Almahmeed, and Nada Attar

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Leveraging Initial Cognitive Load to Predict User Response to Complex Visual Tasks, Reem Albaghli, Yaman Jandali, Sarah Almahmid, and Nada Attar

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BERT for Malware Classification, Joel Alvares and Fabio Di Troia

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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

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A Blockchain-Based Tamper-Resistant Logging Framework, Thomas H. Austin and Fabio Di Troia

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Crowdfunding Non-fungible Tokens on the Blockchain, Sean Basu, Kimaya Basu, and Thomas H. Austin

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Euclid after Computer Proof-Checking, Michael Beeson

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On the notion of equal figures in Euclid, Michael Beeson

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Larry Wos: Visions of Automated Reasoning, Michael Beeson, Maria Paola Bonacina, Michael Kinyon, and Geoff Sutcliffe

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Twitter Bots’ Detection with Benford’s Law and Machine Learning, Sanmesh Bhosale and Fabio Di Troia

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Twitter Bot Detection using Social Network Analysis, Thi Bui and Katerina Potika

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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

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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

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An Approach to Improving Anomaly Detection Using Multiple Detectors, Paaras Chand, Melody Moh, and Teng Sheng Moh

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A New Design and Analysis of Power Saving for IoT Gateway, Jisi Chandroth, Navrati Saxena, Abhishek Roy, and Eshita Rastogi