📰 Proceedings - International Conference on Tools with Artificial Intelligence, TAI 2021 — accepted papers

Proceedings - International Conference on Tools with Artificial Intelligence, TAI 2021 is the 2021 edition of the Proceedings - International Conference on Tools with Artificial Intelligence, TAI (publisher: Institute of Electrical and Electronics Engineers). OpenAlex lists 232 papers of it; our library holds 1 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. Adversarial Weighting for Domain Adaptation in Regression ↗Antoine de Mathelin, Guillaume Richard, François Deheeger et al.40 citations
2. Biomarker-based deep learning for personalized nutrition ↗Dimitrios P. Panagoulias, Dionisios N. Sotiropoulos, George A. Tsihrintzis35 citations
3. Sensitivity Analysis for Deep Learning: Ranking Hyper-parameter Influence ↗R.Lyon.Marina Taylor, Varun Ojha, Ivan Martino et al.34 citations
4. ExMed: An AI Tool for Experimenting Explainable AI Techniques on Medical Data Analytics ↗Marcin Kapcia, Hassan Eshkiki, Jamie Duell et al.27 citations
5. Feature Extraction for Class Imbalance Using a Convolutional Autoencoder and Data Sampling ↗Zahra Salekshahrezaee, Joffrey L. Leevy, Taghi M. Khoshgoftaar25 citations
6. FEDBS: Learning on Non-IID Data in Federated Learning using Batch Normalization ↗Meryem Janati Idrissi, Ismaïl Berrada, Guevara Noubir21 citations
7. RoGPT2: Romanian GPT2 for Text Generation ↗Mihai Alexandru Niculescu, Ştefan Ruşeţi, Mihai Dascălu20 citations
8. DisCERN: Discovering Counterfactual Explanations using Relevance Features from Neighbourhoods ↗Nirmalie Wiratunga, Anjana Wijekoon, Ikechukwu Nkisi-Orji et al.18 citations
9. A Lightweight Machine Learning Approach to Detect Depression from Speech Analysis ↗Laura Verde, Gennaro Raimo, Federica Vitale et al.16 citations
10. Adaptive Workload Orchestration in Pure Edge Computing: A Reinforcement-Learning Model ↗Zahra Safavifar, Saeedeh Ghanadbashi, Fatemeh Golpayegani16 citations

All accepted papers (232)

The most cited first; 1 with our summary link to their page here, the others to the original.

1. Adversarial Weighting for Domain Adaptation in Regression ↗Antoine de Mathelin, Guillaume Richard, François Deheeger et al.40 citations
2. Biomarker-based deep learning for personalized nutrition ↗Dimitrios P. Panagoulias, Dionisios N. Sotiropoulos, George A. Tsihrintzis35 citations
3. Sensitivity Analysis for Deep Learning: Ranking Hyper-parameter Influence ↗R.Lyon.Marina Taylor, Varun Ojha, Ivan Martino et al.34 citations
4. ExMed: An AI Tool for Experimenting Explainable AI Techniques on Medical Data Analytics ↗Marcin Kapcia, Hassan Eshkiki, Jamie Duell et al.27 citations
5. Feature Extraction for Class Imbalance Using a Convolutional Autoencoder and Data Sampling ↗Zahra Salekshahrezaee, Joffrey L. Leevy, Taghi M. Khoshgoftaar25 citations
6. FEDBS: Learning on Non-IID Data in Federated Learning using Batch Normalization ↗Meryem Janati Idrissi, Ismaïl Berrada, Guevara Noubir21 citations
7. RoGPT2: Romanian GPT2 for Text Generation ↗Mihai Alexandru Niculescu, Ştefan Ruşeţi, Mihai Dascălu20 citations
8. DisCERN: Discovering Counterfactual Explanations using Relevance Features from Neighbourhoods ↗Nirmalie Wiratunga, Anjana Wijekoon, Ikechukwu Nkisi-Orji et al.18 citations
9. A Lightweight Machine Learning Approach to Detect Depression from Speech Analysis ↗Laura Verde, Gennaro Raimo, Federica Vitale et al.16 citations
10. Adaptive Workload Orchestration in Pure Edge Computing: A Reinforcement-Learning Model ↗Zahra Safavifar, Saeedeh Ghanadbashi, Fatemeh Golpayegani16 citations
11. 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
12. CvT-ASSD: Convolutional vision-Transformer Based Attentive Single Shot MultiBox Detector ↗Weiqiang Jin, Hang Yu, Xiangfeng Luo15 citations
13. Estimation Error Correction in Deep Reinforcement Learning for Deterministic Actor-Critic Methods ↗Baturay Sağlam, Enes Duran, Dogan C. Cicek et al.15 citations
14. Evaluating the learning outcomes of a fuzzy-based Intelligent Tutoring System ↗Konstantina Chrysafiadi, Maria K. Virvou15 citations
15. Verum Fitness: An AI Powered Mobile Fitness Safety and Improvement Application ↗Asia Flores, Brandon Hall, Luke Carter et al.15 citations
16. Improving Transportation Mode Identification with Limited GPS Trajectories ↗Yuanshao Zhu, Christos Markos, James J. Q. Yu14 citations
17. Sarcasm Detection and Quantification in Arabic TweetsBashar Talafha, Muhy Eddin Za’ter, Samer Suleiman et al.13 citations · our summary
18. Adversarial Examples Detection and Analysis with Layer-wise Autoencoders ↗Bartosz Wójcik, Paweł Morawiecki, Marek Śmieja et al.12 citations
19. Profiling Money Laundering with Neural Networks: a Case Study on Environmental Crime Detection ↗Roxane Desrousseaux, Gilles Bernard, Jean-Jacques Mariage12 citations
20. Attn-CommNet: Coordinated Traffic Lights Control On Large-Scale Network Level ↗Jiashi Gao, Xinming Shi, James J. Q. Yu11 citations
21. DeepMark: Embedding Watermarks into Deep Neural Network Using Pruning ↗Chenqi Xie, Ping Yi, Baowen Zhang et al.11 citations
22. Geometric Path Enumeration for Equivalence Verification of Neural Networks ↗Samuel Teuber, Marko Kleine Büning, Philipp Kern et al.11 citations
23. The Effects of Class Label Noise on Highly-Imbalanced Big Data ↗Robert K. L. Kennedy, Justin M. Johnson, Taghi M. Khoshgoftaar11 citations
24. AWD3: Dynamic Reduction of the Estimation Bias ↗Dogan C. Cicek, Enes Duran, Baturay Sağlam et al.10 citations
25. Ensemble Learning Based Gene Regulatory Network Inference ↗Sergio Peignier, Baptiste Sorin, Federica Calevro10 citations

See all 232 papers in Proceedings - International Conference on Tools with Artificial Intelligence, TAI 2021 — accepted papers →

📄 Papers with our summary in our library (1)

The most cited first (OpenAlex citations plus our library's).

1. sarcasm detection and quantification in arabic tweetsProceedings - International Conference on Tools with Artificial Intelligence, TAIBashar Talafha, Muhy Eddin Za'ter, Samer Suleiman, et al.2021 · 14 citations

🧭 Top topics

Topics of its works in our library, with the number of works on each.

😊Sentiment & emotion (1)Semitic languages (1)

📚 Fields

🎭Arts and Humanities (1)🖥️Computer Science (1)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🎓Jordan University of Science and TechnologyIrbid · Jordan1 work here

works and citations from OpenAlex and our library.

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