Proceedings - International Conference on Tools with Artificial Intelligence, TAI 2021: all accepted papers
- Adversarial Weighting for Domain Adaptation in Regression ↗Antoine de Mathelin, Guillaume Richard, François Deheeger et al.40 citations
- Biomarker-based deep learning for personalized nutrition ↗Dimitrios P. Panagoulias, Dionisios N. Sotiropoulos, George A. Tsihrintzis35 citations
- Sensitivity Analysis for Deep Learning: Ranking Hyper-parameter Influence ↗R.Lyon.Marina Taylor, Varun Ojha, Ivan Martino et al.34 citations
- ExMed: An AI Tool for Experimenting Explainable AI Techniques on Medical Data Analytics ↗Marcin Kapcia, Hassan Eshkiki, Jamie Duell et al.27 citations
- Feature Extraction for Class Imbalance Using a Convolutional Autoencoder and Data Sampling ↗Zahra Salekshahrezaee, Joffrey L. Leevy, Taghi M. Khoshgoftaar25 citations
- FEDBS: Learning on Non-IID Data in Federated Learning using Batch Normalization ↗Meryem Janati Idrissi, Ismaïl Berrada, Guevara Noubir21 citations
- RoGPT2: Romanian GPT2 for Text Generation ↗Mihai Alexandru Niculescu, Ştefan Ruşeţi, Mihai Dascălu20 citations
- DisCERN: Discovering Counterfactual Explanations using Relevance Features from Neighbourhoods ↗Nirmalie Wiratunga, Anjana Wijekoon, Ikechukwu Nkisi-Orji et al.18 citations
- A Lightweight Machine Learning Approach to Detect Depression from Speech Analysis ↗Laura Verde, Gennaro Raimo, Federica Vitale et al.16 citations
- Adaptive Workload Orchestration in Pure Edge Computing: A Reinforcement-Learning Model ↗Zahra Safavifar, Saeedeh Ghanadbashi, Fatemeh Golpayegani16 citations
- Machine Learning in Intangible Cultural Analytics: The Case of Greek Songs’ Lyrics ↗Dionisios N. Sotiropoulos, George A. Tsihrintzis, Maria K. Virvou et al.16 citations
- CvT-ASSD: Convolutional vision-Transformer Based Attentive Single Shot MultiBox Detector ↗Weiqiang Jin, Hang Yu, Xiangfeng Luo15 citations
- Estimation Error Correction in Deep Reinforcement Learning for Deterministic Actor-Critic Methods ↗Baturay Sağlam, Enes Duran, Dogan C. Cicek et al.15 citations
- Evaluating the learning outcomes of a fuzzy-based Intelligent Tutoring System ↗Konstantina Chrysafiadi, Maria K. Virvou15 citations
- Verum Fitness: An AI Powered Mobile Fitness Safety and Improvement Application ↗Asia Flores, Brandon Hall, Luke Carter et al.15 citations
- Improving Transportation Mode Identification with Limited GPS Trajectories ↗Yuanshao Zhu, Christos Markos, James J. Q. Yu14 citations
- Sarcasm Detection and Quantification in Arabic TweetsBashar Talafha, Muhy Eddin Za’ter, Samer Suleiman et al.13 citations · our summary
- Adversarial Examples Detection and Analysis with Layer-wise Autoencoders ↗Bartosz Wójcik, Paweł Morawiecki, Marek Śmieja et al.12 citations
- Profiling Money Laundering with Neural Networks: a Case Study on Environmental Crime Detection ↗Roxane Desrousseaux, Gilles Bernard, Jean-Jacques Mariage12 citations
- Attn-CommNet: Coordinated Traffic Lights Control On Large-Scale Network Level ↗Jiashi Gao, Xinming Shi, James J. Q. Yu11 citations
- DeepMark: Embedding Watermarks into Deep Neural Network Using Pruning ↗Chenqi Xie, Ping Yi, Baowen Zhang et al.11 citations
- Geometric Path Enumeration for Equivalence Verification of Neural Networks ↗Samuel Teuber, Marko Kleine Büning, Philipp Kern et al.11 citations
- The Effects of Class Label Noise on Highly-Imbalanced Big Data ↗Robert K. L. Kennedy, Justin M. Johnson, Taghi M. Khoshgoftaar11 citations
- AWD3: Dynamic Reduction of the Estimation Bias ↗Dogan C. Cicek, Enes Duran, Baturay Sağlam et al.10 citations
- Ensemble Learning Based Gene Regulatory Network Inference ↗Sergio Peignier, Baptiste Sorin, Federica Calevro10 citations
- Leveraging Static Models for Link Prediction in Temporal Knowledge Graphs ↗Wessel Radstok, Mel Chekol, Yannis Velegrakis10 citations
- Stock Market Trend Forecasting Based on Multiple Textual Features: A Deep Learning Method ↗Zhenda Hu, Zhaoxia Wang, Seng-Beng Ho et al.10 citations
- Automatic Drone Identification Through Rhythm-based Features for the Internet of Drones ↗Alisson Renan Svaigen, Lailla M. S. Bine, Gisele Lobo Pappa et al.9 citations
- Blur the Eyes of UAV: Effective Attacks on UAV-based Infrastructure Inspection ↗Ashok Vardhan Raja, Laurent Njilla, Jiawei Yuan9 citations
- Graph Neural Networks for Scheduling of SMT Solvers ↗Jan Hůla, David Mojžíšek, Mikoláš Janota9 citations
- KCC Method: Unknown Intrusion Detection Based on Open Set Recognition ↗Shuyuan Xu, Linsen Li, Hangjun Yang et al.9 citations
- KGAT-SR: Knowledge-Enhanced Graph Attention Network for Session-based Recommendation ↗Qianqian Zhang, Zhuoming Xu, Hanlin Liu et al.9 citations
- LRFNet: An Occlusion Robust Fusion Network for Semantic Segmentation with Light Field ↗Jianwei Zhou, Da Yang, Zhenglong Cui et al.9 citations
- MyGym: Modular Toolkit for Visuomotor Robotic Tasks ↗Michal Vavrečka, Nikita Sokovnin, Megi Mejdrechova et al.9 citations
- Off-Policy Correction for Deep Deterministic Policy Gradient Algorithms via Batch Prioritized Experience Replay ↗Dogan C. Cicek, Enes Duran, Baturay Sağlam et al.9 citations
- sUAS and Machine Learning Integration in Waterfowl Population Surveys ↗Zhicheng Tang, Yang Zhang, Yizhen Wang et al.9 citations
- An Interpretable Deep Learning System for Automatically Scoring Request for Proposals ↗Subhadip Maji, Anudeep Appe, Raghav Bali et al.8 citations
- AutoTSC: Optimization Algorithm to Automatically Solve the Time Series Classification Problem ↗Laurent Parmentier, Olivier Nicol, Laëtitia Jourdan et al.8 citations
- Causal Intervention for Object Detection ↗Weiqing Huang, Miao Jiang, Min Li et al.8 citations
- Characterizing Learning Dynamics of Deep Neural Networks via Complex Networks ↗Emanuele La Malfa, Gabriele La Malfa, Giuseppe Nicosia et al.8 citations
- Detecting Integer Overflow Errors in Java Source Code via Machine Learning ↗Yu Luo, Weifeng Xu, Dianxiang Xu8 citations
- On the Verification of Totally-Ordered HTN Plans ↗Roman Barták, Simona Ondrčková, Gregor Behnke et al.8 citations
- A Framework for Constructing and Augmenting Knowledge Graphs using Virtual Space: Towards Analysis of Daily Activities ↗Shusaku Egami, Satoshi Nishimura, Ken Fukuda7 citations
- A deep reinforcement learning-based agent for negotiation with multiple communication channels ↗Xiaoyang Gao, Siqi Chen, Yan Zheng et al.7 citations
- Automated SAT Problem Feature Extraction using Convolutional Autoencoders ↗Marco Dalla, Andrea Visentin, Barry O’Sullivan7 citations
- Channel-Weighted Squeeze-and-Excitation Networks For Epileptic Seizure Detection ↗Nan Ke, Tong Lin, Zhouchen Lin7 citations
- Code-based Algorithm for Coalition Structure Generation ↗Redha Taguelmimt, Samir Aknine, Djamila Boukredera et al.7 citations
- Improving Relation Extraction by Knowledge Representation Learning ↗Wenxing Hong, Shuyan Li, Zhiqiang Hu et al.7 citations
- Output Thresholding for Ensemble Learners and Imbalanced Big Data ↗Justin M. Johnson, Taghi M. Khoshgoftaar7 citations
- Air quality data pre-processing: A novel algorithm to impute missing values in univariate time series ↗Lakmini Wijesekara, Liwan H Liyanage6 citations
- Bilateral Res-Unet for Image Colorization with Limited Data via GANs ↗Haojie Guo, Zhe Guo, Zhaojun Pan et al.6 citations
- Intelligent Machine Learning System for Predicting Customer Churn ↗Chenggang He, Chris H. Q. Ding, Si-Bao Chen et al.6 citations
- Linear Algebraic Computation of Propositional Horn Abduction ↗Tuan Quoc Nguyen, Katsumi Inoue, Chiaki Sakama6 citations
- On Outsourcing Artificial Neural Network Learning of Privacy-Sensitive Medical Data to the Cloud ↗Dimitrios Melissourgos, Hanzhi Gao, Chaoyi Ma et al.6 citations
- OpenAPI Thing Descriptions for the Web of Things ↗Aimilios Tzavaras, Νικόλαος Μάινας, Fotios Bouraimis et al.6 citations
- Predicting the Next Location for Trajectories From Stolen Vehicles ↗Jose S. Da Silva Neto, Ticiana L. Coelho da Silva, Lívia Almada Cruz et al.6 citations
- Unsupervised Constraint Acquisition ↗Steven Prestwich6 citations
- An Efficient non-Backpropagation Method for Training Spiking Neural Networks ↗Shiqi Guo, Tong Lin5 citations
- Discovering Useful Compact Sets of Sequential Rules in a Long Sequence ↗Erwan Bourrand, Luis Galárraga, Esther Galbrun et al.5 citations
- Dual Batch Size Training: An efficient MGD adaptive batch size method ↗Yuhang Du, Wenfeng Shen, Baohua Liu et al.5 citations
- Enhanced-Memory Transformer for Coherent Paragraph Video Captioning ↗Leonardo Vilela Cardoso, Silvio Jamil F. Guimarães, Zenilton K. G. Patrocínio5 citations
- Few-Shot Adaptive Detection of Objects of Concern Using Generative Models with Negative Retraining ↗Nikolaos Dionelis, Mehrdad Yaghoobi, Sotirios A. Tsaftaris5 citations
- Hierarchical Multilabel Text Classification via Multitask Learning ↗Yipeng Yu, Zixun Sun, Chi Chia Sun et al.5 citations
- Optimized models and symmetry breaking for the NFA inference problem ↗Frédéric Lardeux, Éric Monfroy5 citations
- Solving infinite-horizon Dec-POMDPs using Finite State Controllers within JESP ↗Yang You, Vincent Thomas, Francis Colas et al.5 citations
- Stochastic sparse adversarial attacks ↗Manon Césaire, Lucas Schott, Hatem Hajri et al.5 citations
- Stratified Cross-Validation on Multiple Columns ↗Jan Motl, Pavel Kordík5 citations
- Towards Safer Industrial Serial Networks: An Expert System Framework for Anomaly Detection ↗Ralf Luis de Moura, Virginia N. L. Franqueira, Gustavo Pessin5 citations
- A Constraint-based Approach for Enumerating Gradual Itemsets ↗Amel Hidouri, Saïd Jabbour, Jerry Lonlac et al.4 citations
- A data-Driven approach for guiding the occupant’s actions to achieve better comfort in buildings ↗Fateh Boulmaiz, Stéphane Ploix, Patrick Reignier4 citations
- An Evaluation of Methods on Detecting, Recognizing and Understanding Graphics Images in Technical Documents ↗Michail S. Alexiou, Nikolaos Bourbakis4 citations
- Bidirectional Convolutional-LSTM based Network for lung segmentation of chest X-ray images ↗Md. Sharitul Alam, Dadong Wang, Arcot Sowmya4 citations
- Collision-aware Multi-robot Motion Coordination Deep-RL with Dynamic Priority Strategy ↗Liang Zhao, Sheng Han, Youfang Lin4 citations
- Cross-View Gait Recognition Based on Feature Fusion ↗Qi Hong, Zhongyuan Wang, Jianyu Chen et al.4 citations
- Delayed Adversarial Training with Non-Sequential Adversarial Epochs ↗Efi Kafali, Theodoros Semertzidis, Petros Daras4 citations
- Delving into the Scale Variance Problem in Object Detection ↗Junliang Chen, Xiaodong Zhao, Linlin Shen4 citations
- Ensemble Learning using Error Correcting Output Codes: New Classification Error Bounds ↗Hieu Duc Nguyen, Mohammed Sarosh Khan, Nicholas Kaegi et al.4 citations
- Evaluation of one-class algorithms for anomaly detection in home networks ↗Pedro Henrique Melo, Adriano Araujo Martins de Resende, Rodrigo Sanches Miani et al.4 citations
- FRAGAN-VSR: Frame-Recurrent Attention Generative Adversarial Network for Video Super-Resolution ↗Yuzhen Zhang, Guanqun Liu, Yanyan Zhao et al.4 citations
- FST-Net: Exploiting Frequency Spatial Temporal Information for Low-Quality Fake Video Detection ↗Min Zhang, Xiaohan Liu, Chenyu Liu et al.4 citations
- Intrusion Detection over Network Packets using Data Stream Classification Algorithms ↗Gilberto Olímpio, Pedro F. C. Silva, Lásaro Jonas Camargos et al.4 citations
- Investigating the Generalization of Image Classifiers with Augmented Test Sets ↗Connor Shorten, Taghi M. Khoshgoftaar4 citations
- Learning Heterogeneous Strategies via Graph-based Multi-agent Reinforcement Learning ↗Yang Li, Xiangfeng Luo, Shaorong Xie4 citations
- Multi-task learning with Attention : Constructing auxiliary tasks for learning to learn ↗Benying Li, Aimei Dong4 citations
- Prediction-Based Fleet Relocation for Free Floating Car Sharing Services ↗Gregory Martin, Matthieu Donain, Élisa Fromont et al.4 citations
- Transformer based Multi-output Regression Learning for Wastewater Treatment ↗Zilan Huang, Luoyi Zhang, Yi Zhang et al.4 citations
- A Deep Genetic Method for Keyboard Layout Optimization ↗Keren Nivasch, Amos Azaria3 citations
- AI Approaches for the Prognosis of the Survival (or Not) of Patients with Bone Metastases ↗Ioannis Hatzilygeroudis, Jim Prentzas3 citations
- Adversarial Multi-Agent Path Finding is Intractable ↗Marika Ivanová, Pavel Surynek3 citations
- Analysis of COVID-19 Misinformation in Social Media using Transfer Learning ↗Abhishek Dhankar, Hamman Samuel, Fahim Hassan et al.3 citations
- Automatically Predict Question Difficulty for Reading Comprehension Exercises ↗Jun Yi Derek He, Peng Li, Bo Sun et al.3 citations
- Computing Max-SAT Refutations using SAT Oracles ↗Matthieu Py, Mohamed Sami Cherif, Djamal Habet3 citations
- Cross-aligned and Gumbel-refactored Autoencoders for Multi-view Anomaly Detection ↗Shaoshen Wang, Yanbin Liu, Ling Chen et al.3 citations
- Evolutionary Method for Two-dimensional Associative Local Distribution Rule Mining ↗Kaoru Shimada, Takaaki ARAHIRA, Shogo Matsuno3 citations
- Evolutionary computing assisted deep reinforcement learning for multi-objective integrated energy system management ↗Chao Huang, Long Wang, Xiong Luo et al.3 citations
- Explaining Black-box Classification Models with Arguments ↗Leila Amgoud A3 citations
- Extracting Frequent (Closed) Seasonal Gradual Patterns Using Closed Itemset Mining ↗Aymeric Come, Jerry Lonlac3 citations
- Fake News Detection by Using Common Latent Semantics Matching Method ↗Zhi Zeng, Linyun Ye, Ruigang Liu et al.3 citations
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