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2023

2023 Fifth International Conference on Transdisciplinary AI (TransAI), Laguna Hills, CA, USA, September 25-27, 2023IEEE, 2023. [doi]

Message from the General Chairs TransAI 2023transai 2023: [doi]

Message from the Program Chairs TransAI 2023transai 2023: [doi]

Validatable Generation of System Verilog Assertions from Natural Language SpecificationsAditi, Michael S. Hsiao. transai 2023: 102-109 [doi]

Translating Keystroke and Mouse Dynamics Data to Classify Human MoodBernard Aldrich, Yang Liu, May Almousa, Mohd Anwar. transai 2023: 79-86 [doi]

Attacking a Transformer-Based Models for Arabic Language as Low Resources Language (LRL) Using Word-Substitution MethodsHanin Alshalan, Banafsheh Rekabdar. transai 2023: 95-101 [doi]

Deep Hierarchical Variational Autoencoders for World Models in Reinforcement LearningSriharshitha Ayyalasomayajula, Banafsheh Rekabdar, Christos Mousas. transai 2023: 128-134 [doi]

Feature Selection via Independent DominationJoseph R. Barr, Faisal N. Abu-Khzam, Peter Shaw 0001. transai 2023: 197-200 [doi]

On Cyber Protection with AIJoseph R. Barr, Jon C. Haass, Neil Proctor. transai 2023: 91-94 [doi]

Machine learning: a personal tourJoseph R. Barr, Jon C. Haass. transai 2023: 179-186 [doi]

On the Variability of Statistical ModelsJoseph R. Barr, Marcus Sobel, Yu Lu, Benedictor A. Nguchu, Peter Shaw 0001. transai 2023: 187-196 [doi]

Efficient Scene Reconstruction for Unmanned Aerial VehiclesYeana L. Bond, Spencer Ledwell, Esmeralda Osornio, Alberto C. Cruz. transai 2023: 266-269 [doi]

Detecting Twitter Bots with Machine Learning and Propagation Graph AnalysisThi Bui, Katerina Potika. transai 2023: 87-90 [doi]

Stream-Based Active Learning for Regression with Dynamic Feature SelectionDavide Cacciarelli, John Sølve Tyssedal, Murat Kulahci. transai 2023: 243-248 [doi]

DeepLig: A De-Novo Computational Drug Design Approach to Generate Multi-Targeted DrugsAnika Chebrolu. transai 2023: 34-41 [doi]

Neural Network Solver for Transient State Incompressible Flow on Arbitrarily-Shaped Geometries Defined using Bezier CurvesJadey Chen. transai 2023: 201-207 [doi]

Application of Neural-Controlled Differential Equations in Disease Progression Modeling Using Irregularly Sampled Multimodal DataAashish Cheruvu. transai 2023: 66-70 [doi]

Controlling a Prosthetic Limb via Interpreting Arbitrary Signals using a Deep Learning TechniqueNicholas Clayton, Taehyung Wang. transai 2023: 27-33 [doi]

A Deep Reinforcement Learning Method for 2D Irregular Packing with Dense RewardViviana Crescitelli, Takashi Oshima. transai 2023: 270-271 [doi]

Applying Computational Intelligence to Improve Judiciary EfficiencyMarcelo Augusto Ferrari Faccioni, Marcelo da Silva Lisboa, Marcelo Lisboa Rocha, David Nadler Prata, Gentil Veloso Barbosa. transai 2023: 110-113 [doi]

A Variational Graph Convolution Network with Normalizing Flows for Passenger Flow PredictionSiavash Farazmand, Raghav Narula, Zachary Patterson, Nizar Bouguila. transai 2023: 237-242 [doi]

Preliminary Results of Lightweight Reinforcement Learning Using FEMC for Human-Robot CollaborationXingyu Fu, Nan Li, Xingyu Li, Ragu Athinarayanan. transai 2023: 224-227 [doi]

Recommender System for Social Media: Research Challenges and Future ApplicationsMouzhi Ge, Giovanni Pilato, Fabio Persia, Daniela D'Auria. transai 2023: 253-257 [doi]

Feature-Space Reinforcement Learning for Robotic ManipulationRalf Gulde, Khanh Nguyen, Marc Tuscher, Oliver Riedel, Alexander Verl. transai 2023: 218-223 [doi]

Deep Reinforcement Learning Based Group Recommendation System with Multi-Head Attention MechanismSaba Izadkhah, Banafsheh Rekabdar. transai 2023: 120-127 [doi]

Noisy-Defense Variational Auto-Encoder (ND-VAE): An Adversarial Defense Framework to Eliminate Adversarial AttacksShayan Jalalinour, Banafsheh Rekabdar. transai 2023: 50-57 [doi]

Deep Learning-Based Spatial Detection of Drainage Structures using Advanced Object Detection MethodsShayan Jalalipour, Sriharshitha Ayyalasomayjula, Hashem Damrah, Junfan Lin, Banafsheh Rekabdar, Ruopu Li. transai 2023: 1-10 [doi]

Leveraging Community Health Workers and Social Determinants of Health for Predicting Emergency Department ReadmissionsKate Karam, Kelly MacCabe, Roselyne Tchoua. transai 2023: 42-49 [doi]

Improved Residual Vision Transformer for CT to MRI TranslationSouraja Kundu, Yuji Iwahori, Manas Kamal Bhuyan, Manish Bhatt, Akira Ouchi, Yasuhiro Shimizu. transai 2023: 58-65 [doi]

Biotechnology Machine Learning Techniques for Natural Language ProcessingAnastasia-Maria Leventi-Peetz, Frederic Raber, Annika Rüll, Kai Weber 0003. transai 2023: 118-119 [doi]

Economic, Societal, Legal, and Ethical Considerations for Large Language ModelsJay F. Lofstead. transai 2023: 155-162 [doi]

AI Engineering to Deploy Reliable AI in IndustryJuliette Mattioli, X. Le Roux, Bertrand Braunschweig, Loic Cantat, Fabien Tschirhart, B. Robert, Rodolphe Gelin, Y. Nicolas. transai 2023: 228-231 [doi]

Training Dense Object Nets: A Novel ApproachKanishk Navale, Ralf Gulde, Marc Tuscher, Oliver Riedel. transai 2023: 212-217 [doi]

Applications of Superpixels on Phase Contrast MicroscopyVincent On, Atena Zahedi, Rattapol Phandthong. transai 2023: 262-265 [doi]

Admission Prediction in Undergraduate Applications: an Interpretable Deep Learning ApproachAmisha Priyadarshini, Barbara Martinez Neda, Sergio Gago Masagué. transai 2023: 135-140 [doi]

Automatic Generation of BFO-Compliant Aristotelian Definitions in OWL Ontologies with GPTTyler Thomas Procko, Omar Ochoa, Timothy Elvira. transai 2023: 141-146 [doi]

GPT-4: A Stochastic Parrot or Ontological Craftsman? Discovering Implicit Knowledge Structures in Large Language ModelsTyler Thomas Procko, Timothy Elvira, Omar Ochoa. transai 2023: 147-154 [doi]

PlayGrid: Sparking AI Literacy with an Intuitive and Accessible Learning InterfaceRichard Quiloan, Sanaz Rahimi Moosavi, Roman Tankelevich, Mike Karlin. transai 2023: 171-178 [doi]

Leading Transdisciplinary Conversations around AI: Using Future Visioning to Unpack Skills in AI EcosystemsEryn Rigley, Joshua Krook, Caitlin M. Bentley. transai 2023: 163-170 [doi]

Addressing Critical Issues and Challenges for Dynamic Cybersecurity Management in Organisations and Local/Regional Networks: The CS-AWARE-NEXT ProjectThomas Schaberreiter, Christian Wieser, Adamantios Koumpis, Christian Luidold, Jerry Andriessen, Cinzia Cappiello, Juha Röning. transai 2023: 232-236 [doi]

Satellite Imagery Predicts Socioeconomic Indicators: Experiments in BrazilJoao Pedro Silva, Jose F. Rodrigues. transai 2023: 11-18 [doi]

Harnessing the Feature Vectors of VGG-16 for Birds Detection under Geometric Distortions and BrightnessShan Suthaharan. transai 2023: 19-26 [doi]

Leveraging Interpretable Features and Clustering Agreements for Assistive Materials DiscoveryMaria Alexandra Theodorescu, Jacob D. Furst, Daniela Stan Raicu, Roselyne Tchoua. transai 2023: 71-78 [doi]

Real-Time Attention-Based Conversational AgentAbhishek Vaid, William B. Andreopoulos. transai 2023: 114-117 [doi]

Explainable Artificial Intelligence in Mechanical Engineering: A Synthetic Dataset for Comprehensive Failure Mode AnalysisRaphael Wallsberger, Ricardo Knauer, Stephan Matzka. transai 2023: 249-252 [doi]

Preventive Safety for Unmanned Door Operation Using Integrated Passenger Body Parts Tracking and Rush PredictionMasayuki Yamazaki, Kei Tsuji, Eigo Mori. transai 2023: 258-261 [doi]

A Dynamic Framework: Advancing Machine Learning in Commodity Import Decision-MakingZiyang Bryan Zhong. transai 2023: 208-211 [doi]

2022

Fourth International Conference on Transdisciplinary AI, TransAI 2022, Laguna Hills, CA, USA, September 19-21, 2022IEEE, 2022. [doi]

Measuring Reproduciblity of Machine Learning Methods for Medical DiagnosisHana Ahmed, Roselyne Tchoua, Jay F. Lofstead. transai 2022: 9-16 [doi]

Characterizing Coding Style of Phishing Websites Using Machine Learning TechniquesMay Almousa, Ruben Furst, Mohd Anwar. transai 2022: 101-105 [doi]

Graph Embedding: A Methodological SurveyJoseph R. Barr, Peter Shaw 0001, Faisal N. Abu-Khzam, Tyler Thatcher, Toby Dylan Hocking. transai 2022: 142-148 [doi]

Classifying Imbalanced Data with AUM LossJoseph R. Barr, Toby Dylan Hocking, Garinn Morton, Tyler Thatcher, Peter Shaw 0001. transai 2022: 135-141 [doi]

A language processing-free unified spam detection framework using byte histograms and deep learningYassine Belkhouche. transai 2022: 83-86 [doi]

Twitter Bot Detection using Social Network AnalysisThi Bui, Katerina Potika. transai 2022: 87-88 [doi]

Multimodal Recommender System in the Prediction of Disease ComorbidityAashish Cheruvu. transai 2022: 79-82 [doi]

Inclusion and Exclusion Criteria for Automating Adherence to Scope of Conference Calls for PapersAdam Craig, Carl Taswell. transai 2022: 71-74 [doi]

Tuning Small Datasets for a Custom Apple Sorting System based on Deep LearningMinori Endo, Pauline N. Kawamoto. transai 2022: 97-100 [doi]

Data-driven Assessment of Dementia Caregivers' Burden: One size does not fit allHilda Goins, Mohd Anwar. transai 2022: 17-21 [doi]

Towards a Taxonomy of AI Risks in the Health DomainDelaram Golpayegani, Joshua Hovsha, Leon W. S. Rossmaier, Rana Saniei, Jana Misic. transai 2022: 1-8 [doi]

Cyber Threat Intelligence and Machine LearningJon C. Haass. transai 2022: 156-159 [doi]

Interpretable linear models for predicting security vulnerabilities in source codeToby Dylan Hocking, Joseph R. Barr, Tyler Thatcher. transai 2022: 149-155 [doi]

A Language Model identifies population-level features of the T cell Receptor via self-supervised learningRomi Goldner Kabeli, Sol Efroni. transai 2022: 75-78 [doi]

Neural Network Modeling of HIV Acute and Chronic Phases With and Without Antiretroviral InterventionCharlotte Lew. transai 2022: 47-54 [doi]

Making Machine Learning Datasets and Models FAIR for HPC: A Methodology and Case StudyPei-Hung Lin, Chunhua Liao, Winson Chen, Tristan Vanderbruggen, Murali Emani, Hailu Xu. transai 2022: 128-134 [doi]

Learning Programming in Social Media: An NLP-powered Reddit StudyYang Liu, Mohd Anwar. transai 2022: 55-58 [doi]

Rapid Betweenness Centrality Estimates for Transportation Networks using Capsule NetworksAbdul Matin, Samuel Armstrong, Saptashwa Mitra, Shrideep Pallickara, Sangmi Lee Pallickara. transai 2022: 89-96 [doi]

Establishing Transparency in Artificial Intelligence SystemsLars Quakulinski, Adamantios Koumpis, Oya Deniz Beyan. transai 2022: 116-121 [doi]

Enhanced Plastic Recycling using RGB+Depth Fusion with MassFaster and MassMask R-CNNDillam Jossue Diaz Romero, Isiah Zaplana, Simon Van den Eynde, Wouter Sterkens, Toon Goedemé, Jef Peeters. transai 2022: 22-29 [doi]

Learning to Evolve Procedural Content in Games Using Cultural AlgorithmsSarah Saad, Thomas Palazzolo, Chencheng Zhang, Robert G. Reynolds, Ashley Lemke, John O'Shea, Cailen O'Shea. transai 2022: 106-115 [doi]

Extensions to Generalized Annotated Logic and an Equivalent Neural ArchitecturePaulo Shakarian, Gerardo I. Simari. transai 2022: 63-70 [doi]

Effectiveness of Deep Learning for Erasing Satellite Streaks in Astronomical PhotosAkshata Tiwari. transai 2022: 30-31 [doi]

Generating Natural Language Explanations for Black-Box PredictionsTejaswani Verma, Christoph Lingenfelder, Dietrich Klakow. transai 2022: 40-46 [doi]

Leveraging Differences in Entropy for Password Generating ModelsMichael Williamson, Taehyung Wang. transai 2022: 59-62 [doi]

Contextualizing Lung Nodule Malignancy Predictions with Easy vs. Hard Image ClassificationEdward Xu, Thiruvarangan Ramaraj, Roselyne Tchoua, Jacob Furst 0001, Daniela Raicu. transai 2022: 122-127 [doi]

A Hybrid Approach for Automatic Feedback Generation in Natural Language ProgrammingYue Zhan, Michael S. Hsiao. transai 2022: 32-39 [doi]

2021

Third International Conference on Transdisciplinary AI, TransAI 2021, Laguna Hills, CA, USA, September 20-22, 2021IEEE, 2021. [doi]

How to Design a Trustable Cultural Algorithm Using Common Value AuctionsAnas Al-Tirawi, Robert G. Reynolds. transai 2021: 74-84 [doi]

Interpreting Keystrokes to Ascertain Human MoodBernard Aldrich, Hilda Goins, Mohd Anwar. transai 2021: 112-115 [doi]

Identification of Ransomware families by Analyzing Network Traffic Using Machine Learning TechniquesMay Almousa, Janet Osawere, Mohd Anwar. transai 2021: 19-24 [doi]

FAIR Ontologies for Transparent and Accountable AI: A Hospital Adverse Incidents Vocabulary Case StudyMaryam Basereh, Annalina Caputo, Rob Brennan. transai 2021: 92-97 [doi]

BETO Emotion Analysis of Facebook Users Reacting to Major Media Outlets in Costa RicaFélix David Suárez Bonilla, Natyari Vargas Oconitrillo, José David Garro Castro, Alejandro Duran, Ana Paula Jiménez Chavarría. transai 2021: 107-111 [doi]

FallWatch: A Novel Approach for Through-Wall Fall Detection in Real-Time for the Elderly Using Artificial IntelligenceAditya Chebrolu. transai 2021: 57-63 [doi]

A Model for Zero-shot Text Multi-labeling Using Semantics-based LabelsDan Dickinson, Ananth Raj GV, Glenn Fung. transai 2021: 147-154 [doi]

Toward autonomous detection of anomalous GNSS data via applied unsupervised artificial intelligenceMike Dye, D. Sarah Stamps, Myles Mason, Elifuraha Saria. transai 2021: 85-91 [doi]

Automating the Process of Distinguishing Marketable ApplesMinori Endo, Pauline N. Kawamoto. transai 2021: 155-156 [doi]

eRxNet: A Pipeline of Convolutional Neural Networks for Tuberculosis ScreeningTerence Griffin, Qilei Chen, Xinzi Sun, Dechun Wang, Maria J. Brunette, Yu Cao 0002, Benyuan Liu. transai 2021: 47-56 [doi]

Document Classification and Information Extraction framework for Insurance ApplicationsAnanth Raj GV, Qian You, Daniel Dickinson, Eric Bunch, Glenn Fung. transai 2021: 8-16 [doi]

Curriculum Multi-Stage Reinforcement Learning for Automated Interlinked Production Systems on Virtual Commissioning SimulationsFlorian Jaensch, Adrian Steidle, Alexander Verl. transai 2021: 129-136 [doi]

Audio-Visual Evaluation of Oratory SkillsTzvi Michelson, Shmuel Peleg. transai 2021: 103-106 [doi]

Dataset Augmentation with Generated NoveltiesAlina Nesen, K. M. A. Solaiman, Bharat K. Bhargava. transai 2021: 41-44 [doi]

Proteins-Based Circuits in an Intelligent Internet of Bio-Nano Things Network for Molecular Diagnostic of Renal DamageHuber Nieto-Chaupis. transai 2021: 68-71 [doi]

Predictive Theory of Covid-19 Infections at European Countries Through Bessel Functions: Past and PresentHuber Nieto-Chaupis. transai 2021: 72-73 [doi]

Theoretical Artificial Intelligence Based on Shannon Entropy to Identify Strains in Covid-19 PandemicHuber Nieto-Chaupis. transai 2021: 45-46 [doi]

Passive User Identification and Authentication with Smartphone Sensor DataAaditya Raval, Mohd Anwar. transai 2021: 1-7 [doi]

A Comparative Analysis of Knowledge Graph Query PerformanceMasoud Salehpour, Joseph G. Davis. transai 2021: 33-40 [doi]

SymphonyDB: A Polyglot Model for Knowledge Graph Query ProcessingMasoud Salehpour, Joseph G. Davis. transai 2021: 25-32 [doi]

Hybrid and Ensemble-Based Personalized Recommender System - Solving Data Sparsity ProblemAkshay Shukla, Lousia Manoael, Taehyung Wang. transai 2021: 116-121 [doi]

Exploring the potential for use of AI to help researchers improve their research funding relevance and performanceOdysseas Spyroglou, Cagri Yildirim, Adamantios Koumpis. transai 2021: 98-102 [doi]

Explaining Black-box Predictions by Generating Local Meaningful PerturbationsTejaswani Verma, Christoph Lingenfelder, Dietrich Klakow. transai 2021: 122-128 [doi]

An Immersive Model of User Trust in Conversational Agents in Virtual RealityCaglar Yildirim. transai 2021: 17-18 [doi]

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