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# Proceedings - International Conference on Tools with Artificial Intelligence, TAI 2019 — accepted papers

Proceedings - International Conference on Tools with Artificial Intelligence, TAI 2019 is the 2019 edition of the Proceedings - International Conference on Tools with Artificial Intelligence, TAI (publisher: Institute of Electrical and Electronics Engineers). OpenAlex lists 272 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.

[**272** papers in the proceedings](#all) · [**1** work in our library](https://md.research.elamur.ai/free/en/venues/proceedings-international-conference-on-tools-with-artificial-intelligence-tai/2019/#works) · [**16** citations of these works](https://md.research.elamur.ai/free/en/venues/proceedings-international-conference-on-tools-with-artificial-intelligence-tai/2019/#works)

## Most cited papers

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

1. **[Towards Automated Machine Learning: Evaluation and Comparison of AutoML Approaches and Tools ↗](https://doi.org/10.1109/ictai.2019.00209)**Anh Truong, Austin Walters, Jeremy Goodsitt et al.*259 citations*
2. **[BERT for Stock Market Sentiment Analysis ↗](https://doi.org/10.1109/ictai.2019.00231)**Matheus Gomes Sousa, Kenzo Miranda Sakiyama, Lucas de Souza Rodrigues et al.*140 citations*
3. **[Fence GAN: Towards Better Anomaly Detection ↗](https://doi.org/10.1109/ictai.2019.00028)**Phuc Cuong Ngo, Amadeus Aristo Winarto, Connie Khor Li Kou et al.*94 citations*
4. **[Graph Colouring Meets Deep Learning: Effective Graph Neural Network Models for Combinatorial Problems ↗](https://doi.org/10.1109/ictai.2019.00125)**Henrique Lemos, Marcelo Prates, Pedro Avelar et al.*60 citations*
5. **[Deep Convolutional Neural Network Based Object Detector for X-Ray Baggage Security Imagery ↗](https://doi.org/10.1109/ictai.2019.00262)**Jinyi Liu, Xiaxu Leng, Ying Liu*58 citations*
6. **[A Survey on Applications of Quantified Boolean Formulas ↗](https://doi.org/10.1109/ictai.2019.00020)**Ankit Shukla, Armin Biere, Luca Pulina et al.*51 citations*
7. **[AFP-Net: Realtime Anchor-Free Polyp Detection in Colonoscopy ↗](https://doi.org/10.1109/ictai.2019.00094)**Dechun Wang, Ning Zhang, Xinzi Sun et al.*50 citations*
8. **[Driver Identification Based on Vehicle Telematics Data using LSTM-Recurrent Neural Network ↗](https://doi.org/10.1109/ictai.2019.00127)**Abenezer Girma, Xuyang Yan, Abdollah Homaifar*47 citations*
9. **[Agnostic Local Explanation for Time Series Classification ↗](https://doi.org/10.1109/ictai.2019.00067)**Maël Guillemé, Véronique Masson, Laurence Rozé et al.*45 citations*
10. **[Adversarial Attack Against DoS Intrusion Detection: An Improved Boundary-Based Method ↗](https://doi.org/10.1109/ictai.2019.00179)**Xiao Peng, Weiqing Huang, Zhixin Shi*41 citations*

## All accepted papers (272)

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

1. **[Towards Automated Machine Learning: Evaluation and Comparison of AutoML Approaches and Tools ↗](https://doi.org/10.1109/ictai.2019.00209)**Anh Truong, Austin Walters, Jeremy Goodsitt et al.*259 citations*
2. **[BERT for Stock Market Sentiment Analysis ↗](https://doi.org/10.1109/ictai.2019.00231)**Matheus Gomes Sousa, Kenzo Miranda Sakiyama, Lucas de Souza Rodrigues et al.*140 citations*
3. **[Fence GAN: Towards Better Anomaly Detection ↗](https://doi.org/10.1109/ictai.2019.00028)**Phuc Cuong Ngo, Amadeus Aristo Winarto, Connie Khor Li Kou et al.*94 citations*
4. **[Graph Colouring Meets Deep Learning: Effective Graph Neural Network Models for Combinatorial Problems ↗](https://doi.org/10.1109/ictai.2019.00125)**Henrique Lemos, Marcelo Prates, Pedro Avelar et al.*60 citations*
5. **[Deep Convolutional Neural Network Based Object Detector for X-Ray Baggage Security Imagery ↗](https://doi.org/10.1109/ictai.2019.00262)**Jinyi Liu, Xiaxu Leng, Ying Liu*58 citations*
6. **[A Survey on Applications of Quantified Boolean Formulas ↗](https://doi.org/10.1109/ictai.2019.00020)**Ankit Shukla, Armin Biere, Luca Pulina et al.*51 citations*
7. **[AFP-Net: Realtime Anchor-Free Polyp Detection in Colonoscopy ↗](https://doi.org/10.1109/ictai.2019.00094)**Dechun Wang, Ning Zhang, Xinzi Sun et al.*50 citations*
8. **[Driver Identification Based on Vehicle Telematics Data using LSTM-Recurrent Neural Network ↗](https://doi.org/10.1109/ictai.2019.00127)**Abenezer Girma, Xuyang Yan, Abdollah Homaifar*47 citations*
9. **[Agnostic Local Explanation for Time Series Classification ↗](https://doi.org/10.1109/ictai.2019.00067)**Maël Guillemé, Véronique Masson, Laurence Rozé et al.*45 citations*
10. **[Adversarial Attack Against DoS Intrusion Detection: An Improved Boundary-Based Method ↗](https://doi.org/10.1109/ictai.2019.00179)**Xiao Peng, Weiqing Huang, Zhixin Shi*41 citations*
11. **[Federated Learning of Unsegmented Chinese Text Recognition Model ↗](https://doi.org/10.1109/ictai.2019.00186)**Xinghua Zhu, Jianzong Wang, Zhenhou Hong et al.*39 citations*
12. **[Synthesis of Boolean Networks from Biological Dynamical Constraints using Answer-Set Programming ↗](https://doi.org/10.1109/ictai.2019.00014)**Stéphanie Chevalier, Christine Froidevaux, Loïc Paulevé et al.*39 citations*
13. **[Graph Attention Networks for Neural Social Recommendation ↗](https://doi.org/10.1109/ictai.2019.00183)**Nan Mu, Daren Zha, Yuanye He et al.*38 citations*
14. **[Deep Reinforcement Learning for Time Optimal Velocity Control using Prior Knowledge ↗](https://doi.org/10.1109/ictai.2019.00034)**Gabriel Hartmann, Zvi Shiller, Amos Azaria*29 citations*
15. **[Enhancing Relation Extraction Using Syntactic Indicators and Sentential Contexts ↗](https://doi.org/10.1109/ictai.2019.00227)**Qiongxing Tao, Xiangfeng Luo, Hao Wang et al.*29 citations*
16. **[TPOT-SH: A Faster Optimization Algorithm to Solve the AutoML Problem on Large Datasets ↗](https://doi.org/10.1109/ictai.2019.00072)**Laurent Parmentier, Olivier Nicol, Laëtitia Jourdan et al.*29 citations*
17. **[Stealthy Malware Detection using RNN-Based Automated Localized Feature Extraction and Classifier ↗](https://doi.org/10.1109/ictai.2019.00088)**Sanket Shukla, Gaurav Kolhe, Sai Manoj Pudukotai Dinakarrao et al.*28 citations*
18. **[Metric Learning from Imbalanced Data ↗](https://doi.org/10.1109/ictai.2019.00131)**Léo Gautheron, Amaury Habrard, Emilie Morvant et al.*27 citations*
19. **[Deep Learning Poison Data Attack Detection ↗](https://doi.org/10.1109/ictai.2019.00137)**Henry Chacón, Samuel Silva, Paul Rad*26 citations*
20. **[High-Value Prioritized Experience Replay for Off-Policy Reinforcement Learning ↗](https://doi.org/10.1109/ictai.2019.00215)**Xi Cao, Huaiyu Wan, Youfang Lin et al.*26 citations*
21. **[Impact of Argument Type and Concerns in Argumentation with a Chatbot ↗](https://doi.org/10.1109/ictai.2019.00224)**Lisa Andreevna Chalaguine, Anthony Hunter, HENRY W.W. POTTS et al.*26 citations*
22. **[Mini Lesions Detection on Diabetic Retinopathy Images via Large Scale CNN Features ↗](https://doi.org/10.1109/ictai.2019.00056)**Qilei Chen, Xinzi Sun, Ning Zhang et al.*24 citations*
23. **[New Approaches to the Identification of Dependencies between Requirements ↗](https://doi.org/10.1109/ictai.2019.00-91)**Ralph Samer, Martin Stettinger, Müslüm Atas et al.*24 citations*
24. **[Hybrid-TE: Hybrid Translation-Based Temporal Knowledge Graph Embedding ↗](https://doi.org/10.1109/ictai.2019.00205)**Zhihao Wang, Xin Li*22 citations*
25. **[Opinion Spam Detection Based on Heterogeneous Information Network ↗](https://doi.org/10.1109/ictai.2019.00277)**Yingcheng Sun, Kenneth A. Loparo*22 citations*

[See all 272 papers in Proceedings - International Conference on Tools with Artificial Intelligence, TAI 2019 — accepted papers →](https://md.research.elamur.ai/free/en/venues/proceedings-international-conference-on-tools-with-artificial-intelligence-tai/2019/papers/)

## Papers with our summary in our library (1)

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

1. **[Deep Contextualized Pairwise Semantic Similarity for Arabic Language Questions](https://md.research.elamur.ai/free/en/papers/al-bataineh-2019-deep-contextualized-pairwise-semantic-similarity/) [Proceedings - International Conference on Tools with Artificial Intelligence, TAI](https://md.research.elamur.ai/free/en/venues/proceedings-international-conference-on-tools-with-artificial-intelligence-tai/)**Hesham Al-Bataineh, Wael Farhan, Ahmad Mustafa, et al.*2019 · 16 citations*

## Top topics

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

[Semitic languages (1)](https://md.research.elamur.ai/free/en/topics/semitic-languages/)

## Fields

[Arts and Humanities (1)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (1)](https://md.research.elamur.ai/free/en/shelves/computer-science/)

## Top authors

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

[🧑‍🔬**Hussein T. Al-Natsheh**1 work here · 16 citations](https://md.research.elamur.ai/free/en/authors/hussein-t-al-natsheh/) · [🧑‍🔬**Wael Farhan**1 work here · 16 citations](https://md.research.elamur.ai/free/en/authors/wael-farhan/)

works and citations from OpenAlex and our library.

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