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2023 IEEE 35th International Conference on Tools with Artificial Intelligence (ICTAI)

Nov. 6 2023 to Nov. 8 2023

Atlanta, GA, USA

ISBN: 979-8-3503-4273-4

Table of Contents

Title Page IFreely available from IEEE.pp. 1-1
Title Page IIIFreely available from IEEE.pp. 3-3
CopyrightFreely available from IEEE.pp. 4-4
Table of ContentsFreely available from IEEE.pp. 5-23
Message from the General ChairFreely available from IEEE.pp. 24-24
Message from the Program ChairsFreely available from IEEE.pp. 25-26
Organizing CommitteeFreely available from IEEE.pp. 27-27
Program CommitteeFreely available from IEEE.pp. 28-30
A Novel Metric for XAI Evaluation Incorporating Pixel Analysis and Distance MeasurementFull-text access may be available. Sign in or learn about subscription options.pp. 1-9
by Jan Stodt, Christoph Reich, Nathan Clarke
A Two-stage Approach for Tables Extraction in InvoicesFull-text access may be available. Sign in or learn about subscription options.pp. 10-15
by Thomas Saout, Frédéric Lardeux, Frédéric Saubion
A Framework for Paired-Sample Hypothesis Testing for High-Dimensional DataFull-text access may be available. Sign in or learn about subscription options.pp. 16-21
by Ioannis Bargiotas, Argyris Kalogeratos, Nicolas Vayatis
IArch: An AI Tool for Digging Deeper into Archaeological DataFull-text access may be available. Sign in or learn about subscription options.pp. 22-29
by Chahrazed Labba, Ameline Alcouffe, Eric Crubézy, Anne Boyer
ToonMeet: A Real-time Portrait Toonification Framework with Frame Interpolation Fine-tuned for Online MeetingFull-text access may be available. Sign in or learn about subscription options.pp. 30-37
by Chenhao Chen, Shogo Fukushima, Yugo Nakamura, Yutaka Arakawa
The Chameleon Systems: A new Approach in Anticipatory based Decision Making Systems with Application to Electricity MarketsFull-text access may be available. Sign in or learn about subscription options.pp. 38-45
by Miltiadis Alamaniotis
Societal Versus Encoded Stereotypes in Text EncodersFull-text access may be available. Sign in or learn about subscription options.pp. 46-53
by Yacine Gaci, Boualem Benatallah, Fabio Casati, Khalid Benabdeslem
An Evaluation of Table Detection Methods in Document ImagesFull-text access may be available. Sign in or learn about subscription options.pp. 54-63
by Michail S. Alexiou, Euripides G.M. Petrakis, Nikolaos G. Bourbakis
Authentic Dialogue Generation to Improve Youth’s Awareness of Cybergrooming for Online SafetyFull-text access may be available. Sign in or learn about subscription options.pp. 64-69
by Zhen Guo, Pei Wang, Lifu Huang, Jin-Hee Cho
Rule-Augmented Artificial Intelligence-empowered Systems for Medical Diagnosis using Large Language ModelsFull-text access may be available. Sign in or learn about subscription options.pp. 70-77
by Dimitrios P. Panagoulias, Filippos A. Palamidas, Maria Virvou, George A. Tsihrintzis
DGSNet: Dual Graph Structure Network for Emotion Recognition in Multimodal ConversationsFull-text access may be available. Sign in or learn about subscription options.pp. 78-85
by Shimin Tang, Changjian Wang, Fengyu Tian, Kele Xu, Minpeng Xu
One-Class Classifier Performance: Comparing Majority versus Minority Class TrainingFull-text access may be available. Sign in or learn about subscription options.pp. 86-91
by Joffrey L. Leevy, John Hancock, Taghi M. Khoshgoftaar, Azadeh Abdollah Zadeh
A Model-Agnostic Feature Selection Technique to Improve the Performance of One-Class ClassifiersFull-text access may be available. Sign in or learn about subscription options.pp. 92-98
by John Hancock, Richard Bauder, Taghi M. Khoshgoftaar
RSMS: Robust Semi-supervised Multi-label Feature Selection for RegressionFull-text access may be available. Sign in or learn about subscription options.pp. 99-105
by Vivien Kraus, Khalid Benabdeslem, Seif-Eddine Benkabou, Dou El Kefel Mansouri, Bruno Canitia
A Systematic Evaluation of Machine Learning Approaches for Petroleum Production ForecastingFull-text access may be available. Sign in or learn about subscription options.pp. 106-113
by Marcos V. L. Pivetta, Artur H. Simon, Matheus M. Costa, Mara Abel, Joel L. Carbonera
Personalized One-Shot Collaborative LearningFull-text access may be available. Sign in or learn about subscription options.pp. 114-121
by Marie Garin, Antoine De Mathelin, Mathilde Mougeot, Nicolas Vayatis
EEG Context Fusion for AI-Based Object Detection and Drone Navigation in Situationally Aware Brain-Computer InterfacesFull-text access may be available. Sign in or learn about subscription options.pp. 122-128
by T. Warren de Wit, Vineetha Menon, Nathan Tenhundfeld, Thomas Davis
Ensemble Learning for Mapper Parameter OptimizationFull-text access may be available. Sign in or learn about subscription options.pp. 129-134
by Padraig Fitzpatrick, Anna Jurek-Loughrey, Paweł Dłotko, Jesus Martinez Del Rincon
Comparative Crime Analysis and Prediction Using Machine Learning Algorithms: Assessing the Tools and Addressing the ThreatsFull-text access may be available. Sign in or learn about subscription options.pp. 135-142
by Robinson Umeike
A Location-Independent Flood Prediction Model for Bangladesh's RiversFull-text access may be available. Sign in or learn about subscription options.pp. 143-148
by Md Abid Hasan, Nirjhor Tahmidur Rouf, Md Sajid Hossain, Lamia Binta Latif, Anika Tasnim, Marcin Grzegorzek
DICE: Data Imputation for Cost Estimates from Multiple Sources to Model User Decision-MakingFull-text access may be available. Sign in or learn about subscription options.pp. 149-154
by Hailun Wu, Ziqian Dong, Roberto Rojas-Cessa
TDCGL: Two-Level Debiased Contrastive Graph Learning for RecommendationFull-text access may be available. Sign in or learn about subscription options.pp. 155-159
by Yubo Gao, Haotian Wu
What Really Matters for Graph Contrastive Learning-Based Recommendations? A Unified Learning StrategyFull-text access may be available. Sign in or learn about subscription options.pp. 160-165
by Hongwei Zhou, Min Gao, Zongwei Wang, Linxin Guo, Yinghui Tao, Wentao Li
Fine-tuning Strategies for Domain Specific Question Answering under Low Annotation Budget ConstraintsFull-text access may be available. Sign in or learn about subscription options.pp. 166-171
by Kunpeng Guo, Dennis Diefenbach, Antoine Gourru, Christophe Gravier
VFLH: A Following-the-Leader-History Based Algorithm for Adaptive Online Convex Optimization with Stochastic ConstraintsFull-text access may be available. Sign in or learn about subscription options.pp. 172-177
by Yifan Yang, Lin Chen, Pan Zhou, Xiaofeng Ding
Voting-based Methods for Evaluating Sources and Facts ReliabilityFull-text access may be available. Sign in or learn about subscription options.pp. 178-185
by Quentin Elsaesser, Patricia Everaere, Sébastien Konieczny
Binary Search-Based Methods for Solving Constraint Hierarchies over Finite DomainsFull-text access may be available. Sign in or learn about subscription options.pp. 186-193
by Hiroshi Hosobe, Ken Satoh
MusiComb: a Sample-based Approach to Music Generation Through ConstraintsFull-text access may be available. Sign in or learn about subscription options.pp. 194-198
by Luca Giuliani, Francesco Ballerini, Allegra De Filippo, Andrea Borghesi
Graph based Hiding of Sensitive KnowledgeFull-text access may be available. Sign in or learn about subscription options.pp. 199-203
by Panteleimon Krasadakis, Giuseppe Futia, Vassilios S. Verykios, Evangelos Sakkopoulos
Efficient Constraint Learning For Stream ReasoningFull-text access may be available. Sign in or learn about subscription options.pp. 204-211
by Mourad Hassani, Amel Bouzeghoub
Suspicious: a Resilient Semi-Supervised Framework for Graph Fraud DetectionFull-text access may be available. Sign in or learn about subscription options.pp. 212-220
by Bastien Giles, Baptiste Jeudy, Christine Largeron, Damien Saboul
Connectable and Independent Junction Tree-Based Compilation Technique of Object-Oriented Bayesian NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 221-228
by A.M. Aahad, Khondker Bin Yamin, Md Samiullah, Chowdhury Farhan Ahmed, Carson K. Leung, Evan W.R. Madill, Adam G.M. Pazdor
Hybrid CNN-LSTM and Domain Modeling in Climate-Energy Analysis for a Smart EnvironmentFull-text access may be available. Sign in or learn about subscription options.pp. 229-233
by Sarahana Shrestha, Brian Buckley, Aparna S. Varde, Daniel Cwynar
Generation of Rule-Based Expert Systems with Certainty Factors from DatasetsFull-text access may be available. Sign in or learn about subscription options.pp. 234-241
by Konstantinos Kovas, Ioannis Hatzilygeroud Is
Attention Enhanced Network with Semantic Inspector for Medical Image Report GenerationFull-text access may be available. Sign in or learn about subscription options.pp. 242-249
by Yihan Lin, Qian Tang, Hao Wang, Cheng Huang, Ekong Favour, Xiangxiang Wang, Xiao Feng, Yongbin Yu
Persona-Coded Poly-Encoder: Persona-Guided Multi-Stream Conversational Sentence ScoringFull-text access may be available. Sign in or learn about subscription options.pp. 250-257
by Junfeng Liu, Christopher Symons, Ranga Raju Vatsavai
Graph Neural Networks with No Supervision and Heuristics for the Kidney-Exchange ProblemFull-text access may be available. Sign in or learn about subscription options.pp. 258-262
by Pedro Foletto Pimenta, Pedro H. C. Avelar, Luis C. Lamb
Identifying relevant descriptors for tweet setsFull-text access may be available. Sign in or learn about subscription options.pp. 263-268
by Olivier Gracianne, Anaïs Halftermeyer, Thi-Bich-Hanh Dao
A Survey on Recent Advancements in Lightweight Generative Adversarial Networks, their Applications and DatasetsFull-text access may be available. Sign in or learn about subscription options.pp. 269-278
by Michail S. Alexiou, J. Sukarno Mertoguno
Distance-Aware eXplanation Based LearningFull-text access may be available. Sign in or learn about subscription options.pp. 279-286
by Misgina Tsighe Hagos, Niamh Belton, Kathleen M. Curran, Brian Mac Namee
Deep Reinforcement Learning Based Efficient and Robust Navigation Method For Autonomous ApplicationsFull-text access may be available. Sign in or learn about subscription options.pp. 287-293
by Nathan Hemming, Vineetha Menon
Solving Reconfiguration Problems of First-Order Expressible Properties of Graph Vertices with Boolean SatisfiabilityFull-text access may be available. Sign in or learn about subscription options.pp. 294-302
by Takahisa Toda, Takehiro Ito, Jun Kawahara, Takehide Soh, Akira Suzuki, Junichi Teruyama
Grow, prune or select data: which technique allows the most energy-efficient neural network training?Full-text access may be available. Sign in or learn about subscription options.pp. 303-308
by Anais Boumendil, Walid Bechkit, Pierre-Edouard Portier, Frédéric Le Mouël, Malcolm Egan
Res-ViT: Residual Vision Transformers for Image Recognition Tasks.Full-text access may be available. Sign in or learn about subscription options.pp. 309-316
by Sayda Elmi, Bell Morris
DBERT-ELVA: Discourse-Aware Extractive Text Summarization with AutoencoderFull-text access may be available. Sign in or learn about subscription options.pp. 317-324
by Mahsa Abazari Kia
On data selection for the energy efficiency of neural networks: Towards a new solution based on a dynamic selectivity ratioFull-text access may be available. Sign in or learn about subscription options.pp. 325-332
by Anais Boumendil, Walid Bechkit, Karima Benatchba
Non-Refined Abstractions in Counterexample Guided Abstraction Refinement for Multi-Agent Path FindingFull-text access may be available. Sign in or learn about subscription options.pp. 333-340
by Pavel Surynek
Integral AI-based planning for management of WSNs in military operationsFull-text access may be available. Sign in or learn about subscription options.pp. 341-348
by J. Caballero, Olaya Perez-Mon, Maria D. R-Moreno, Julio de Oliveira Filho
On Semantics of Hierarchical Planning Domain Models with Decomposition Constraints and Empty MethodsFull-text access may be available. Sign in or learn about subscription options.pp. 349-353
by Simona Ondrčková, Roman Barták
AV-MaskEnhancer: Enhancing Video Representations through Audio-Visual Masked AutoencoderFull-text access may be available. Sign in or learn about subscription options.pp. 354-360
by Xingjian Diao, Ming Cheng, Shitong Cheng
A Knowledge Representation Framework for Evolutionary Simulations with Cognitive AgentsFull-text access may be available. Sign in or learn about subscription options.pp. 361-368
by Nausheen Saba Shahid, Dan O’Keeffe, Kostas Stathis
Dynamic Job Shop Scheduling via Deep Reinforcement LearningFull-text access may be available. Sign in or learn about subscription options.pp. 369-376
by Xinjie Liang, Wen Song, Pengfei Wei
Solving Highly Constrained 3D Heterogeneous Truck Loading Problems: A Contribution to the 2022 EURO/ROADEF ChallengeFull-text access may be available. Sign in or learn about subscription options.pp. 377-384
by Mokhtar Essaid, Abdennour Azerine, Mahmoud Golabi, Julien Lepagnot, Lhassane Idoumghar
Dynamic All-Different and Maximal Cliques Constraints for Fixed Job SchedulingFull-text access may be available. Sign in or learn about subscription options.pp. 385-392
by Wang Ruixin, Nicolas Barnier
Using On-The-Fly Model Checking to improve Constraint Programming for Dynamic ProblemsFull-text access may be available. Sign in or learn about subscription options.pp. 393-398
by Florian Régin, Elisabetta De Maria
Improving a multiobjective evolutionary algorithm applied to batch scheduling in pharmaceutical manufacturingFull-text access may be available. Sign in or learn about subscription options.pp. 399-403
by Debora Toshie Kohara, Gina Maira Barbosa De Oliveira, Luiz Gustavo Almeida Martins
Random Forest Assisted Differential Evolution for Multi-server Congested p-median ProblemFull-text access may be available. Sign in or learn about subscription options.pp. 404-409
by Muhammad Sulaman, Mahmoud Golabi, Mokhtar Essaid, Mathieu Brévilliers, Julien Lepagnot, Lhassane Idoumghar
Finding the appropriate harvest time of coffee fruits using convolutional neural networksFull-text access may be available. Sign in or learn about subscription options.pp. 410-414
by Anagê C. Mundim Filho, Darlisson M. Santos, Cleyton B. Alvarenga, Gleice A. Assis, Paula C. N. Rinaldi, Renan Zampiroli, Enrique Anastácio Alves, Murillo G. Carneiro
Rotation-Invariant Descriptors Learned with Circulant Convolution Neural NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 415-422
by Wenwei Lin, Chonghao Zhong, Xunpei Sun, Haitao Meng, Gang Chen, Biao Hu, Zonghua Gu
Verifying Neural Networks with Non-Linear SMT Solvers: a Short Status ReportFull-text access may be available. Sign in or learn about subscription options.pp. 423-428
by Dario Guidotti, Laura Pandolfo, Luca Pulina
The remote sensing image segmentation of land cover based on multi-scale attention featuresFull-text access may be available. Sign in or learn about subscription options.pp. 429-436
by Haiyang Hu, Linnan Yang, Jiaojiao Chen, Shuang Luo
Pedestrian Recognition with Radar Data-Enhanced Deep Learning Approach Based on Micro-Doppler SignaturesFull-text access may be available. Sign in or learn about subscription options.pp. 437-443
by Haoming Li, Yu Xiang, Haodong Xu, Wenyong Wang
Conditional Data Synthesis with Deep Generative Models for Imbalanced Dataset OversamplingFull-text access may be available. Sign in or learn about subscription options.pp. 444-451
by Leonidas Akritidis, Athanasios Fevgas, Miltiadis Alamaniotis, Panayiotis Bozanis
A Formal Introduction to Batch-Integrated Gradients for Temporal ExplanationsFull-text access may be available. Sign in or learn about subscription options.pp. 452-459
by Jamie Duell, Monika Seisenberger, Tianlong Zhong, Hsuan Fu, Xiuyi Fan
AI Algorithmic Bias: Understanding its Causes, Ethical and Social ImplicationsFull-text access may be available. Sign in or learn about subscription options.pp. 460-467
by Lakshitha R Jain, Vineetha Menon
ChatGPT: More Human-Like Than Computer-Like, but Not Necessarily in a Good WayFull-text access may be available. Sign in or learn about subscription options.pp. 468-473
by Amos Azaria
Learning to identify and settle dilemmas through contextual user preferencesFull-text access may be available. Sign in or learn about subscription options.pp. 474-479
by Rémy Chaput, Laetitia Matignon, Mathieu Guillermin
Invertible Neural Networks for Trustworthy AIFull-text access may be available. Sign in or learn about subscription options.pp. 480-485
by Malgorzata Schwab, Ashis Kumer Biswas
Tailored Explainability in Medical Artificial Intelligence-empowered Applications: Personalisation via the Technology Acceptance ModelFull-text access may be available. Sign in or learn about subscription options.pp. 486-490
by Dimitrios P. Panagoulias, Maria Virvou, George A. Tsihrintzis
Unsupervised Learning of Dirichlet Compound Negative Multinomial Mixture Model using Minorization-Maximization ApproachFull-text access may be available. Sign in or learn about subscription options.pp. 491-495
by Ornela Bregu, Nizar Bouguila
A Federated Learning Approach for Anomaly Detection in High Performance ComputingFull-text access may be available. Sign in or learn about subscription options.pp. 496-500
by Emmen Farooq, Andrea Borghesi
AI on the Road: A Comprehensive Analysis of Traffic Accidents and Autonomous Accident Detection System in Smart CitiesFull-text access may be available. Sign in or learn about subscription options.pp. 501-506
by Victor Adewopo, Nelly Elsayed, Zag ElSayed, Murat Ozer, Victoria Wangia-Anderson, Ahmed Abdelgawad
PEAK: Policy Event Assessment of COVID-19 Cases at the Start of the Pandemic in New York CityFull-text access may be available. Sign in or learn about subscription options.pp. 507-512
by Amit Hiremath, Ziqian Dong, Roberto Rojas-Cessa
Enhancing Change Detection in Spectral Images: Integration of UNet and ResNet ClassifiersFull-text access may be available. Sign in or learn about subscription options.pp. 513-517
by Emna Brahim, Emna Amri, Walid Barhoumi
Global min-max Computation for α-Hölder GamesFull-text access may be available. Sign in or learn about subscription options.pp. 518-525
by Aurélien Delage, Olivier Buffet, Jilles S. Dibangoye
An Interpretable LSTM Network for Solar Flare PredictionFull-text access may be available. Sign in or learn about subscription options.pp. 526-531
by Gautam Varma Datla, Haodi Jiang, Jason T. L. Wang
A Novel Label Selection Algorithm Based on Principal Component Analysis and Sparse Approximation Solution for Multi-label Classification*Full-text access may be available. Sign in or learn about subscription options.pp. 532-537
by Tao Peng, Yulin Xue, Jun Li, Jianhua Xu
Disjointness axioms between top-level ontology concepts as a heuristic for word similarity evaluationFull-text access may be available. Sign in or learn about subscription options.pp. 538-545
by Alcides Lopes, Joel Carbonera, Mara Abel
Enhancing Automatic Speech Recognition Quality with a Second-Stage Speech Enhancement Generative Adversarial NetworkFull-text access may be available. Sign in or learn about subscription options.pp. 546-552
by Soha A. Nossier, Julie Wall, Mansour Moniri, Cornelius Glackin, Nigel Cannings
A Deep Learning Speech Enhancement Architecture Optimised for Speech Recognition and Hearing AidsFull-text access may be available. Sign in or learn about subscription options.pp. 553-558
by Soha A. Nossier, Julie Wall, Mansour Moniri, Cornelius Glackin, Nigel Cannings
Learning Complicated Navigation Skills from Limited Experience via Augmenting Offline DatasetsFull-text access may be available. Sign in or learn about subscription options.pp. 559-566
by Zhiqiang Wang, Yu’An Chen, Jianmin Ji
SCD:Sampling-based Class Distribution for Imbalanced Semi-Supervised LearningFull-text access may be available. Sign in or learn about subscription options.pp. 567-572
by Haomiao Qiu, Haixing Liu, Chi Zhang
bt-vMF Contrastive and Collaborative Learning for Long-Tailed Visual RecognitionFull-text access may be available. Sign in or learn about subscription options.pp. 573-577
by Jinhao Du, Guibo Luo, Yuesheng Zhu, Zhiqiang Bai
Graph Active Learning at Subgraph GranularityFull-text access may be available. Sign in or learn about subscription options.pp. 578-585
by Yunqi Cao, Ziming Wang, Haopeng Chen
Destruction-Restoration Suppresses Data Protection Perturbations against Diffusion ModelsFull-text access may be available. Sign in or learn about subscription options.pp. 586-594
by Tianrui Qin, Xitong Gao, Juanjuan Zhao, Kejiang Ye
Early Risk Prediction of Depression Based on Social Media Posts in ArabicFull-text access may be available. Sign in or learn about subscription options.pp. 595-602
by Kefaya Sabaneh, Momen Abu Salameh, Fatima Khaleel, Mohammad M. Herzallah, Joman Y. Natsheh, Mohammed Maree
UDA-HOID: Unsupervised Domain Adaptation for Human-Object Interaction DetectionFull-text access may be available. Sign in or learn about subscription options.pp. 603-610
by Miao Jiang, Weiqing Huang, Min Li, Bo Meng, Junxing Ren, Ruwen Bai, Yang Yang
PGN: A Perturbation Generation Network Against Deep Reinforcement LearningFull-text access may be available. Sign in or learn about subscription options.pp. 611-618
by Xiangjuan Li, Feifan Li, Yang Li, Quan Pan
Offline Reinforcement Learning Via Optimal Transport And Improved Performance Difference TheoremFull-text access may be available. Sign in or learn about subscription options.pp. 619-626
by Boyi Wang, Kai Lin, Guohan Sun
Boosting the Adversarial Transferability of Surrogate Models with Dark KnowledgeFull-text access may be available. Sign in or learn about subscription options.pp. 627-635
by Dingcheng Yang, Zihao Xiao, Wenjian Yu
Deep Interaction Behavioral Feature Network for Click-Through Rate PredictionFull-text access may be available. Sign in or learn about subscription options.pp. 636-640
by Wenxi Zhang, Peilin Yang, Wenguang Zheng, Yingyuan Xiao
AOSR-Net: All-in-One Sandstorm Removal NetworkFull-text access may be available. Sign in or learn about subscription options.pp. 641-645
by Yazhong Si, Xulong Zhang, Fan Yang, Jianzong Wang, Ning Cheng, Jing Xiao
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