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ICAART (icaart)
Editions
Publications
Viewing Publication 1 - 100 from 3013
2024
A Hierarchical Anytime k-NN Classifier for Large-Scale High-Speed Data Streams
Aarti
,
Jagat Sesh Challa
,
Hrishikesh Harsh
,
Utkarsh Darolia
,
Mansi Agarwal
,
Raghav Chaudhary
,
Navneet Goyal
,
Poonam Goyal
.
icaart 2024
:
276-287
[doi]
Advanced Deep Learning Techniques for Industry 4.0: Application to Mechanical Design and Structural Health Monitoring
Fakhreddine Ababsa
.
icaart 2024
:
535-542
[doi]
A Novel Partitioning Approach for Real-Time Scheduling of Mixed-Criticality Systems
Hayfa Ben Abdallah
,
Hamza Gharsellaoui
,
Sadok Bouamama
.
icaart 2024
:
882-889
[doi]
Towards Knowledge-Augmented Agents for Efficient and Interpretable Learning in Sequential Decision Problems
Reem Alansary
,
Nourhan Ehab
.
icaart 2024
:
1014-1019
[doi]
Towards a Biologically-Plausible Computational Model of Human Language Cognition
Hilton Alers-Valentín
,
Sandiway Fong
.
icaart 2024
:
1108-1118
[doi]
Enhancing Breast Cancer Diagnosis: Automated Segmentation and Detection with YOLOv8
Farag H. Alhsnony
,
Lamia Sellami
.
icaart 2024
:
665-672
[doi]
New Approach Based on Substantial Derivative and LSTM for Online Arabic Handwriting Script Recognition
Hasanien Ali Talib Alothman
,
Wafa Lejmi
,
Mohamed-Ali Mahjoub
.
icaart 2024
:
689-698
[doi]
Multiple Relations Classification Using Imbalanced Predictions Adaptation
Sakher Khalil Alqaaidi
,
Elika Bozorgi
,
Krzysztof J. Kochut
.
icaart 2024
:
511-519
[doi]
Investigation of the Performance of Different Loss Function Types Within Deep Neural Anchor-Free Object Detectors
Ala'a Alshubbak
,
Daniel Görges
.
icaart 2024
:
401-411
[doi]
Cost-Aware TrE-ND: Tri-embed Noise Detection for Enhancing Data Quality of Knowledge Graph
Jumana Alsubhi
,
Abdulrahman Ahmed Gharawi
,
Lakshmish Ramaswamy
.
icaart 2024
:
1020-1027
[doi]
Predicting Children's Myopia Risk: A Monte Carlo Approach to Compare the Performance of Machine Learning Models
Piotr Artiemjew
,
Radoslaw Cybulski
,
Mohammad Hassan Emamian
,
Andrzej Grzybowski
,
Andrzej Jankowski
,
Carla Lanca
,
Shiva Mehravaran
,
Marcin Mlynski
,
Cezary Morawski
,
Klaus Nordhausen
,
Olavi Pärssinen
,
Krzysztof Ropiak
.
icaart 2024
:
1092-1099
[doi]
Significance of Training Images and Feature Extraction in Lesion Classification
Adél Bajcsi
,
Anca Andreica
,
Camelia Chira
.
icaart 2024
:
117-124
[doi]
Second-Order Learning with Grounding Alignment: A Multimodal Reasoning Approach to Handle Unlabelled Data
Arnab Barua
,
Mobyen Uddin Ahmed
,
Shaibal Barua
,
Shahina Begum
,
Andrea Giorgi
.
icaart 2024
:
561-572
[doi]
Constraints Enabled Autonomous Agent Marketplace: Discovery and Matchmaking
Debmalya Biswas
.
icaart 2024
:
396-403
[doi]
Compressing UNSAT CDCL Trees with Caching
Anthony Blomme
,
Daniel Le Berre
,
Anne Parrain
,
Olivier Roussel
.
icaart 2024
:
792-799
[doi]
Exploring Patterns and Assessing the Security of Pseudorandom Number Generators with Machine Learning
Sara Boanca
.
icaart 2024
:
186-193
[doi]
Exploring the Impact of Competing Narratives on Financial Markets I: An Opinionated Trader Agent-Based Model as a Practical Testbed
Arwa Bokhari
.
icaart 2024
:
127-137
[doi]
Exploring the Impact of Competing Narratives on Financial Markets II: An Opinionated Trader Agent-Based Model with Dynamic Feedback
Arwa Bokhari
.
icaart 2024
:
138-148
[doi]
Auditing Fairness and Explainability in Chest X-Ray Image Classifiers
Gemma Bel Bordes
,
Alan Perotti
.
icaart 2024
:
1308-1315
[doi]
Towards Efficient Driver Distraction Detection with DARTS-Optimized Lightweight Models
Yassamine Lala Bouali
,
Olfa Ben Ahmed
,
Smaine Mazouzi
,
Abbas Bradai
.
icaart 2024
:
480-488
[doi]
Metrics for Popularity Bias in Dynamic Recommender Systems
Valentijn Braun
,
Debarati Bhaumik
,
Diptish Dey
.
icaart 2024
:
121-134
[doi]
Fine-Grained Clustering of Social Media: How Moral Triggers Drive Preferences and Consensus
Emanuele Brugnoli
,
Pietro Gravino
,
Donald Ruggiero Lo Sardo
,
Vittorio Loreto
,
Giulio Prevedello
.
icaart 2024
:
1405-1412
[doi]
Outlier Detection in MET Data Using Subspace Outlier Detection Method
Dupuy Rony Charles
,
Pascal Pultrini
,
Andrea Tettamanzi
.
icaart 2024
:
243-250
[doi]
Be Persuasive! Automatic Transformation of Virtual Agent's Head and Facial Behavior
Afef Cherni
,
Roxane Bertrand
,
Magalie Ochs
.
icaart 2024
:
359-366
[doi]
Using Ensemble Models for Malicious Web Links Detection
Claudia Ioana Coste
.
icaart 2024
:
657-664
[doi]
Understanding and Improving the Next Generation of Conversational Systems: Trends, Challenges and Future
Luis Fernando D'Haro-Enríquez
.
icaart 2024
:
7
Experimenting with Planning and Reasoning in Ad Hoc Teamwork Environments with Large Language Models
Polyana Bezerra da Costa
,
Pedro Thiago Cutrim dos Santos
,
José Matheus Carvalho Boaro
,
Daniel de Sousa Moraes
,
Julio Cesar Duarte
,
Sérgio Colcher
.
icaart 2024
:
438-445
[doi]
A Machine Learning Approach Using Interpretable Models for Predicting Success of NCAA Basketball Players to Reach NBA
Dante de Araújo Costa
,
Joseana Macêdo Fechine
,
José Rubens da Silva Brito
,
João Victor Ribeiro Ferro
,
Evandro de Barros Costa
,
Roberta Vilhena Vieira Lopes
.
icaart 2024
:
758-765
[doi]
Rule-Based Decision Making in Biologically Inspired Condition Management System
Hariom Dhungana
.
icaart 2024
:
1245-1254
[doi]
The Major Challenges for Cyber Security and AI
Pavan Duggal
.
icaart 2024
:
9
Inferring Interpretable Semantic Cognitive Maps from Noisy Document Corpora
Yahya Emara
,
Tristan Weger
,
Ryan Rubadue
,
Rishabh Choudhary
,
Simona Doboli
,
Ali A. Minai
.
icaart 2024
:
742-749
[doi]
VP-DARTS: Validated Pruning Differentiable Architecture Search
Tai-Che Feng
,
Sheng-De Wang
.
icaart 2024
:
47-57
[doi]
Boosting GA Performance: A Fuzzy Approach to Uncertainty Issues Involving Parameters in Genetic Algorithms
João Victor Ribeiro Ferro
,
José Rubens da Silva Brito
,
Robério José Rogério dos Santos
,
Roberta Vilhena Vieira Lopes
,
Evandro de Barros Costa
.
icaart 2024
:
750-757
[doi]
Detecting and Analyzing Agent Communication Anomalies in Distributed Energy System Control
Emilie Frost
,
Julia Catharina Heiken
,
Martin Tröschel
,
Astrid Nieße
.
icaart 2024
:
625-632
[doi]
Efficient Batch Assignment for Parallel-Machine Production Scheduling
Christoph Fünfzig
,
Roderich Wallrath
,
Stefan Hubert
.
icaart 2024
:
268-274
[doi]
Multi-Agent Deep Reinforcement Learning for Collaborative Task Scheduling
Mali Imre Gergely
.
icaart 2024
:
1076-1083
[doi]
Enhancing Manufacturing Quality Prediction Models Through the Integration of Explainability Methods
Dennis Gross
,
Helge Spieker
,
Arnaud Gotlieb
,
Ricardo Knoblauch
.
icaart 2024
:
898-905
[doi]
Probabilistic Model Checking of Stochastic Reinforcement Learning Policies
Dennis Gross
,
Helge Spieker
.
icaart 2024
:
438-445
[doi]
SynCRF: Syntax-Based Conditional Random Field for TRIZ Parameter Minings
Guillaume Guarino
,
Ahmed Samet
,
Denis Cavallucci
.
icaart 2024
:
890-897
[doi]
SIFT-ResNet Synergy for Accurate Scene Word Detection in Complex Scenarios
Riadh Harizi
,
Rim Walha
,
Fadoua Drira
.
icaart 2024
:
980-987
[doi]
Contextual Online Imitation Learning (COIL): Using Guide Policies in Reinforcement Learning
Alexander Hill
,
Marc Groefsema
,
Matthia Sabatelli
,
Raffaella Carloni
,
Marco Grzegorczyk
.
icaart 2024
:
178-185
[doi]
An Ontology for Value Awareness Engineering
Andrés Holgado-Sánchez
,
Holger Billhardt
,
Sascha Ossowski
,
Alberto Fernández 0002
.
icaart 2024
:
1421-1428
[doi]
Foundations of Dispatchability for Simple Temporal Networks with Uncertainty
Luke Hunsberger
,
Roberto Posenato
.
icaart 2024
:
253-263
[doi]
A Coachable Parser of Natural Language Advice
Christodoulos Ioannou
,
Loizos Michael
.
icaart 2024
:
500-510
[doi]
iXGB: Improving the Interpretability of XGBoost Using Decision Rules and Counterfactuals
Mir Riyanul Islam
,
Mobyen Uddin Ahmed
,
Shahina Begum
.
icaart 2024
:
1345-1353
[doi]
Q-Defense: When Q-Learning Comes to Help Proof-of-Work Against the Selfish Mining Attack
Ali Nikhalat Jahromi
,
Ali Mohammad Saghiri
,
Mohammad Reza Meybodi
.
icaart 2024
:
37-46
[doi]
CT to MRI Image Translation Using CycleGAN: A Deep Learning Approach for Cross-Modality Medical Imaging
Anamika Jha
,
Hitoshi Iima
.
icaart 2024
:
951-957
[doi]
A Novel Metric for Measuring Data Quality in Classification Applications
Roxane Jouseau
,
Sébastien Salva
,
Chafik Samir
.
icaart 2024
:
141-148
[doi]
A Deep Analysis for Medical Emergency Missing Value Imputation
Md Faisal Kabir
,
Sven Tomforde
.
icaart 2024
:
1229-1236
[doi]
DRL4HFC: Deep Reinforcement Learning for Container-Based Scheduling in Hybrid Fog/Cloud System
Ameni Kallel
,
Molka Rekik
,
Mahdi Khemakhem
.
icaart 2024
:
231-242
[doi]
ConEX: A Context-Aware Framework for Enhancing Explanation Systems
Yasmeen Khaled
,
Nourhan Ehab
.
icaart 2024
:
699-706
[doi]
Advancements and Challenges in Continual Learning for Natural Language Processing: Insights and Future Prospects
Asma Kharrat
,
Fadoua Drira
,
Franck Lebourgeois
,
Bertrand Kerautret
.
icaart 2024
:
1255-1262
[doi]
GOLOG++ Hits the (Right) Spot: Interfacing Golog with a Quadruped Rescue Robot for High-Level Missions
Maximillian Kirsch
,
Shubham Pawar
,
Alexander Ferrein
,
Stefan Schiffer 0002
.
icaart 2024
:
1052-1059
[doi]
Multi-Agent Path Finding with Continuous Time Using SAT Modulo Linear Real Arithmetic
Tomás Kolárik
,
Stefan Ratschan
,
Pavel Surynek
.
icaart 2024
:
47-58
[doi]
Variational Quantum Circuit Design for Quantum Reinforcement Learning on Continuous Environments
Georg Kruse
,
Theodora-Augustina Dragan
,
Robert Wille
,
Jeanette Miriam Lorenz
.
icaart 2024
:
393-400
[doi]
A Study on Drug Similarity Measures for Predicting Drug-Drug Interactions and Severity Using Machine Learning Techniques
Deepa Kumari
.
icaart 2024
:
72-79
[doi]
Spread and (Mis)use of Evaluative Expressions in Human Written and LLM-Based Generated Text
Maurice Langner
,
Ralf Klabunde
.
icaart 2024
:
646-654
[doi]
Characterization of Normal and Abnormal Activities in a Cyber Operation Environment
Abibat A. Lasisi
,
Ramoni O. Lasisi
.
icaart 2024
:
800-806
Predicting Major Donor Prospects Using Machine Learning
Greg Lee
,
Aishwarya Vaishali Sathyamurthi
,
Mark Hobbs
.
icaart 2024
:
462-470
[doi]
A Logic-Based Model to Reduce IoT Security Risks
Luiz Otavio Botelho Lento
,
Pedro Patinho
,
Salvador Abreu
.
icaart 2024
:
1197-1204
[doi]
The Role of Stop-Loss Orders in Market Efficiency and Stability: An Agent-Based Study
Patrick Liston
,
Charles Gretton
,
Artem Lensky
.
icaart 2024
:
280-288
[doi]
Enhancing Constraint Optimization Problems with Greedy Search and Clustering: A Focus on the Traveling Salesman Problem
Sven Löffler
,
Ilja Becker
,
Petra Hofstedt
.
icaart 2024
:
1170-1178
[doi]
Multi-Agent Path Finding: Policies Instead of Plans
Jakub Mestek
,
Roman Barták
.
icaart 2024
:
95-104
[doi]
Real-Time Deep Learning-Based Malware Detection Using Static and Dynamic Features
Radu Stefan Mihalache
,
Dragos Teodor Gavrilut
,
Anton Dan Gabriel
.
icaart 2024
:
226-234
[doi]
Garment Returns Prediction for AI-Based Processing and Waste Reduction in E-Commerce
Marie Niederlaender
,
Aena Nuzhat Lodi
,
Soeren Gry
,
Rajarshi Biswas
,
Dirk Werth
.
icaart 2024
:
156-164
[doi]
Designing Algorithms for the Shortest Path Reconfiguration Problem Using Decision Diagram Operations
Shou Ooba
,
Jun Kawahara
,
Shin-ichi Minato
.
icaart 2024
:
641-648
[doi]
GENERATION: An Efficient Denoising Autoencoders-Based Approach for Amputated Image Reconstruction
Leila Ben Othman
,
Parisa Niloofar
,
Sadok Ben Yahia
.
icaart 2024
:
1237-1244
[doi]
Parameter-Free Undersampling for Multi-Label Data
Sarbani Palit
,
Payel Sadhukhan
.
icaart 2024
:
397-406
[doi]
A Probabilistic Approach for Detecting Real Concept Drift
Sirvan Parasteh
,
Samira Sadaoui
.
icaart 2024
:
301-311
[doi]
Cryptocurrency Analysis: Price Prediction of Cryptocurrency Using User Sentiments and Quantitative Data
Dayan Perera
,
Jessica Lim
,
Shuta Gunraku
,
Wern Han Lim
.
icaart 2024
:
210-217
[doi]
Uncertain Formal Concept Analysis for the Study of a Text Corpus
Guillaume Petiot
.
icaart 2024
:
218-225
[doi]
Exploring Text-Generating Large Language Models (LLMs) for Emotion Recognition in Affective Intelligent Agents
Aaron Pico
,
Emilio Vivancos
,
Ana García-Fornes
,
Vicent J. Botti
.
icaart 2024
:
491-498
[doi]
Automatic Detection and Classification of Atmospherical Fronts
Andreea Alina Ploscar
,
Anca Ioana Muscalagiu
,
Eduard Timotei Pauliuc
,
Adriana Mihaela Coroiu
.
icaart 2024
:
94-100
[doi]
Performance Assessment of Neural Radiance Fields (NeRF) and Photogrammetry for 3D Reconstruction of Man-Made and Natural Features
Abhinav Jagan Polimera
,
M. M. Prakash Mohan
,
K. Rajitha
.
icaart 2024
:
840-847
[doi]
Notes on Measures for Information Access in Neuroscience and AI Systems
Giulio Prevedello
,
Luis Marcos-Vidal
,
Emanuele Brugnoli
,
Pietro Gravino
.
icaart 2024
:
1429-1435
[doi]
Action Duration Generalization for Exact Multi-Agent Collective Construction
Martin Rames
,
Pavel Surynek
.
icaart 2024
:
718-725
[doi]
Sales Forecasting for Pricing Strategies Based on Time Series and Learning Techniques
Jean-Christophe Ricklin
,
Ines Ben Amor
,
Raïd Mansi
,
Vassilis Christophides
,
Hajer Baazaoui Zghal
.
icaart 2024
:
1060-1067
[doi]
FEAT: A Fast, Effective, and Feasible Model for Molecular Property Prediction Based on Graph Neural Network
Mukesh Kumar Rohil
,
Ishan Sharma
.
icaart 2024
:
878-881
[doi]
ALISE: An Automated Literature Screening Engine for Research
Hendrik Roth
,
Carsten Lanquillon
.
icaart 2024
:
453-461
[doi]
F4D: Factorized 4D Convolutional Neural Network for Efficient Video-Level Representation Learning
Mohammad Al Saad
,
Lakshmish Ramaswamy
,
Suchendra M. Bhandarkar
.
icaart 2024
:
1002-1013
[doi]
Explainable Deep Semantic Segmentation for Flood Inundation Mapping with Class Activation Mapping Techniques
Jacob Sanderson
,
Hua Mao
,
Naruephorn Tengtrairat
,
Raid Rafi Omar Al-Nima
,
Wai Lok Woo
.
icaart 2024
:
1028-1035
[doi]
Climate-Friendly Online Shopping Within the Green eCommerce Project: A Fitting Tool to Determine T-Shirt Sizes Using Active Depth Sensing
Alexander K. Seewald
,
Thomas Wernbacher
,
Thomas Winter
,
Mario Platzer
,
Alexander Pfeiffer
.
icaart 2024
:
920-927
[doi]
Hybrid Mechanistic Neural Network Modelling of the Degree of Cure of Polymer Composite
Samuel Sells
,
Jie Zhang 0005
.
icaart 2024
:
614-621
[doi]
Towards the Use of AI-Based Tools for Systematic Literature Review
Lotfi Souifi
,
Nesrine Khabou
,
Ismael Bouassida Rodriguez
,
Ahmed Hadj Kacem
.
icaart 2024
:
595-603
[doi]
An Optimised Ensemble Approach for Multivariate Multi-Step Forecasts Using the Example of Flood Levels
Michel Spils
,
Sven Tomforde
.
icaart 2024
:
388-396
[doi]
Explainable Large Language Models & iContracts
Georgios Stathis
.
icaart 2024
:
1378-1385
[doi]
Why an Automated, Scalable and Resilient Service for Semantic Interoperability is Needed
Maximilian Stäbler
,
Tobias Müller
,
Frank Köster
,
Christoph Schlueter Langdon
.
icaart 2024
:
299-307
[doi]
Twisted Strategy Bolsters Minority Cooperator Populations
Akihiro Takahara
,
Tomoko Sakiyama
.
icaart 2024
:
175-178
[doi]
Big Data Synthesis and Class Imbalance Rectification for Enhanced Forest Fire Classification Modeling
Fatemeh Tavakoli
,
Kshirasagar Naik
,
Marzia Zaman
,
Richard Purcell
,
Srinivas Sampalli
,
Abdul Mutakabbir
,
Chung-Horng Lung
,
Thambirajah Ravichandran
.
icaart 2024
:
264-275
[doi]
Exploring the Relationship Between Emotions and Norms in Decision-Making Processes of Intelligent Agents
Joaquín Taverner
,
Carmengelys Cordova
,
Elena del Val
,
Soledad Valero
,
Estefania Argente
.
icaart 2024
:
471-479
[doi]
HierNet: Image Recognition with Hierarchical Convolutional Networks
Levente Tempfli
,
Csanád Sándor
.
icaart 2024
:
147-155
[doi]
Is Noise Reduction Improving Open-Source ASR Transcription Engines Quality?
Asma Trabelsi
,
Laurent Werey
,
Sébastien Warichet
,
Emmanuel Helbert
.
icaart 2024
:
1221-1228
[doi]
New Speed Limit Recognition System: Software and Hardware Validation
Nesrine Triki
,
Mohamed Karray
,
Mohamed Ksantini
.
icaart 2024
:
368-375
[doi]
Facial Expression-Based Drowsiness Detection System for Driver Safety Using Deep Learning Techniques
Amina Turki
,
Sirine Ammar
,
Mohamed Karray
,
Mohamed Ksantini
.
icaart 2024
:
726-733
[doi]
Explainability Insights to Cellular Simultaneous Recurrent Neural Networks for Classical Planning
Michaela Urbanovská
,
Antonín Komenda
.
icaart 2024
:
592-599
[doi]
Comparing Variable Handling Strategies in BDI Agents: Experimental Study
Frantisek Vidensky
,
Frantisek Zboril
,
Jan Beran
,
Radek Kocí
,
Frantisek Vítezslav Zboril
.
icaart 2024
:
25-36
[doi]
A Multi-Task Learning Framework for Image Restoration Using a Novel Generative Adversarial Network
Rim Walha
,
Fadoua Drira
,
Rania Bedhief
.
icaart 2024
:
928-935
[doi]
System-Call-Level Dynamic Analysis for Code Translation Candidate Selection
Narumi Yoneda
,
Ryo Hatano
,
Hiroyuki Nishiyama
.
icaart 2024
:
576-583
[doi]
Analysis of Intraday Financial Market Using ML and Neural Networks for GBP/USD Currency Pair Price Forecasting
Melis Zhalalov
,
Vitaliy Milke
.
icaart 2024
:
734-741
[doi]
Better Spacial Hashing with Linear Memory Usage and Parallelism
Mykola Zhyhallo
,
Bozena Wozna-Szczesniak
.
icaart 2024
:
351-358
[doi]
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