Proceedings - International Conference on Tools with Artificial Intelligence, TAI 2019: all accepted papers
- Towards Automated Machine Learning: Evaluation and Comparison of AutoML Approaches and Tools ↗Anh Truong, Austin Walters, Jeremy Goodsitt et al.259 citations
- BERT for Stock Market Sentiment Analysis ↗Matheus Gomes Sousa, Kenzo Miranda Sakiyama, Lucas de Souza Rodrigues et al.140 citations
- Fence GAN: Towards Better Anomaly Detection ↗Phuc Cuong Ngo, Amadeus Aristo Winarto, Connie Khor Li Kou et al.94 citations
- Graph Colouring Meets Deep Learning: Effective Graph Neural Network Models for Combinatorial Problems ↗Henrique Lemos, Marcelo Prates, Pedro Avelar et al.60 citations
- Deep Convolutional Neural Network Based Object Detector for X-Ray Baggage Security Imagery ↗Jinyi Liu, Xiaxu Leng, Ying Liu58 citations
- A Survey on Applications of Quantified Boolean Formulas ↗Ankit Shukla, Armin Biere, Luca Pulina et al.51 citations
- AFP-Net: Realtime Anchor-Free Polyp Detection in Colonoscopy ↗Dechun Wang, Ning Zhang, Xinzi Sun et al.50 citations
- Driver Identification Based on Vehicle Telematics Data using LSTM-Recurrent Neural Network ↗Abenezer Girma, Xuyang Yan, Abdollah Homaifar47 citations
- Agnostic Local Explanation for Time Series Classification ↗Maël Guillemé, Véronique Masson, Laurence Rozé et al.45 citations
- Adversarial Attack Against DoS Intrusion Detection: An Improved Boundary-Based Method ↗Xiao Peng, Weiqing Huang, Zhixin Shi41 citations
- Federated Learning of Unsegmented Chinese Text Recognition Model ↗Xinghua Zhu, Jianzong Wang, Zhenhou Hong et al.39 citations
- Synthesis of Boolean Networks from Biological Dynamical Constraints using Answer-Set Programming ↗Stéphanie Chevalier, Christine Froidevaux, Loïc Paulevé et al.39 citations
- Graph Attention Networks for Neural Social Recommendation ↗Nan Mu, Daren Zha, Yuanye He et al.38 citations
- Deep Reinforcement Learning for Time Optimal Velocity Control using Prior Knowledge ↗Gabriel Hartmann, Zvi Shiller, Amos Azaria29 citations
- Enhancing Relation Extraction Using Syntactic Indicators and Sentential Contexts ↗Qiongxing Tao, Xiangfeng Luo, Hao Wang et al.29 citations
- TPOT-SH: A Faster Optimization Algorithm to Solve the AutoML Problem on Large Datasets ↗Laurent Parmentier, Olivier Nicol, Laëtitia Jourdan et al.29 citations
- Stealthy Malware Detection using RNN-Based Automated Localized Feature Extraction and Classifier ↗Sanket Shukla, Gaurav Kolhe, Sai Manoj Pudukotai Dinakarrao et al.28 citations
- Metric Learning from Imbalanced Data ↗Léo Gautheron, Amaury Habrard, Emilie Morvant et al.27 citations
- Deep Learning Poison Data Attack Detection ↗Henry Chacón, Samuel Silva, Paul Rad26 citations
- High-Value Prioritized Experience Replay for Off-Policy Reinforcement Learning ↗Xi Cao, Huaiyu Wan, Youfang Lin et al.26 citations
- Impact of Argument Type and Concerns in Argumentation with a Chatbot ↗Lisa Andreevna Chalaguine, Anthony Hunter, HENRY W.W. POTTS et al.26 citations
- Mini Lesions Detection on Diabetic Retinopathy Images via Large Scale CNN Features ↗Qilei Chen, Xinzi Sun, Ning Zhang et al.24 citations
- New Approaches to the Identification of Dependencies between Requirements ↗Ralph Samer, Martin Stettinger, Müslüm Atas et al.24 citations
- Hybrid-TE: Hybrid Translation-Based Temporal Knowledge Graph Embedding ↗Zhihao Wang, Xin Li22 citations
- Opinion Spam Detection Based on Heterogeneous Information Network ↗Yingcheng Sun, Kenneth A. Loparo22 citations
- TFPN: Twin Feature Pyramid Networks for Object Detection ↗Yi Liang, Wang Changjian, Fangzhao Li et al.22 citations
- Improving Prediction Fairness via Model Ensemble ↗Dheeraj Bhaskaruni, Hui Hu, Chao Lan21 citations
- Proximal Policy Optimization with Mixed Distributed Training ↗Zhenyu Zhang, Xiangfeng Luo, Tong Liu et al.20 citations
- EmbML Tool: Supporting the use of Supervised Learning Algorithms in Low-Cost Embedded Systems ↗Lucas Tsutsui da Silva, Vinícius M. A. Souza, Gustavo E. A. P. A. Batista17 citations
- Transfer Learning on Decision Tree with Class Imbalance ↗Ludovic Minvielle, Mounir Atiq, Sergio Peignier et al.16 citations
- Applying Deep Learning and Wearable Devices for Educational Data Analytics ↗Zhenxing Zhou, Edmund Y. M. Lam, King‐Shan Lui et al.15 citations
- Automating Personnel Rostering by Learning Constraints Using Tensors ↗Mohit Kumar, Stefano Teso, Patrick De Causmaecker et al.15 citations
- On the Convergence Speed of AMSGRAD and Beyond ↗Tao Tan, Shiqun Yin, Kunling Liu et al.15 citations
- Threshold Based Optimization of Performance Metrics with Severely Imbalanced Big Security Data ↗Chad L. Calvert, Taghi M. Khoshgoftaar15 citations
- An Efficient Spatial-Temporal Polyp Detection Framework for Colonoscopy Video ↗Pengfei Zhang, Xinzi Sun, Dechun Wang et al.14 citations
- Deep Contextualized Pairwise Semantic Similarity for Arabic Language QuestionsHesham Al-Bataineh, Wael Farhan, Ahmad Mustafa et al.14 citations · our summary
- Enhancing Profit by Predicting Stock Prices using Deep Neural Networks ↗Soheila Abrishami, Michael Turek, Ahana Roy Choudhury et al.14 citations
- A Multi-index Examination Cheating Detection Method Based on Neural Network ↗Zhizhuang Li, Zhengzhou Zhu, Teng Yang13 citations
- A Unified Approximation Framework for Compressing and Accelerating Deep Neural Networks ↗Yuzhe Ma, Ran Chen, Wei Li et al.13 citations
- Design and Research of Composite Web Page Classification Network Based on Deep Learning ↗Qiuhan Zhao, Wenchuan Yang, Rui Hua13 citations
- Predicting Judicial Decisions: A Statistically Rigorous Approach and a New Ensemble Classifier ↗Andrea Visentin, Alessia Nardotto, Barry O’Sullivan13 citations
- Unsupervised Pedestrian Trajectory Prediction with Graph Neural Networks ↗Mingkun Wang, Dianxi Shi, Naiyang Guan et al.13 citations
- DASNet: Dynamic Activation Sparsity for Neural Network Efficiency Improvement ↗Qing Xin Yang, Jiachen Mao, Zuoguan Wang et al.12 citations
- Extending the Aerial Image Analysis from the Detection of Tree Crowns ↗Gabriel da Silva Vieira, Bruno M. Rocha, Fabrizzio Alphonsus Alves de Melo Nunes Soares et al.12 citations
- Learning Effective Neural Nets for Outcome Prediction from Partially Labelled Log Data ↗Francesco Folino, Gianluigi Folino A, Massimo Guarascio et al.12 citations
- Learning to Drive via Apprenticeship Learning and Deep Reinforcement Learning ↗Wenhui Huang, Francesco Braghin, Zhuo Wang12 citations
- MABWiser: A Parallelizable Contextual Multi-Armed Bandit Library for Python ↗Emily Strong, Bernard Kleynhans, Serdar Kadıoğlu12 citations
- Multi-label Emotion Classification in Music Videos Using Ensembles of Audio and Video Features ↗Bruno Kostiuk, Yandre M. G. Costa, Alceu S. Britto et al.12 citations
- Reconciling Feature-Reuse and Overfitting in DenseNet with Specialized Dropout ↗Kun Wan, Shu Yang, Boyuan Feng et al.12 citations
- 5M-Building: A Large-Scale High-Resolution Building Dataset with CNN Based Detection Analysis ↗Zeshan Lu, Tao Xu, Kun Liu et al.11 citations
- A Decision-Based Dynamic Ensemble Selection Method for Concept Drift ↗Regis Antonio Saraiva Albuquerque, Albert França Josuá Costa, Eulanda Miranda Dos Santos et al.11 citations
- A Multi-channel Neural Network for Imbalanced Emotion Recognition ↗Ran Li, Qingyi Si, Peng Fu et al.11 citations
- An Automatic Method for Identifying Huntington's Disease using Gait Dynamics ↗Juliana Paula Félix, Flávio Henrique Teles Vieira, Gabriel da Silva Vieira et al.11 citations
- Anomaly Detection, Consider Your Dataset First An Illustration on Fraud Detection ↗Ayman Alazizi, Amaury Habrard, François Jacquenet et al.11 citations
- Fusing Vector Space Models for Domain-Specific Applications ↗Laura Rettig, Julien Audiffren, Philippe Cudré-Mauroux11 citations
- Hyperparameter Tuning using Quantum Genetic Algorithms ↗Athanasios Lentzas, Christoforos Nalmpantis, Dimitris Vrakas11 citations
- Pre-training of Autoregressive Model for Aircraft Hard Landing Prediction Based on QAR Data ↗Yucheng Lu, Tongyu Zhu11 citations
- Scaling up Prediction of Psychosis by Natural Language Processing ↗Dong Si, Sunny Chieh Cheng, Ruiwen Xing et al.11 citations
- Sentiment-Aware Short Text Classification Based on Convolutional Neural Network and Attention ↗Zeyu Chen, Yan Tang, Zuowei Zhang et al.11 citations
- Texture CNN for Thermoelectric Metal Pipe Image Classification ↗Daniel Vriesman, Alceu S. Britto, Alessandro Zimmer et al.11 citations
- An Effective Dynamic Programming Algorithm for Optimal Coalition Structure Generation ↗Narayan Changder, Samir Aknine, Animesh Dutta10 citations
- An End-to-End Abnormal Fastener Detection Method Based on Data Synthesis ↗Bangyi Dong, Qingyong Li, Jianzhu Wang et al.10 citations
- Experience Selection in Multi-agent Deep Reinforcement Learning ↗Yishen Wang, Zongzhang Zhang10 citations
- Integrating an Attention Mechanism and Deep Neural Network for Detection of DGA Domain Names ↗Fangli Ren, Zhengwei Jiang, Jian Liu10 citations
- Manifold Regularized Stochastic Block Model ↗Tiantian He, Lu Bai, Yew-Soon Ong10 citations
- No-PASt-BO: Normalized Portfolio Allocation Strategy for Bayesian Optimization ↗Thiago de P. Vasconcelos, Daniel Augusto de Souza, Cesar Lincoln Cavalcante Mattos et al.10 citations
- Refining Constraint Weighting ↗Hugues Wattez, Christophe Lecoutre, Anastasia Paparrizou et al.10 citations
- Element-Aware Legal Judgment Prediction for Criminal Cases with Confusing Charges ↗Shang Li, Boyang Liu, Lin Ye et al.9 citations
- Generative Adversarial Learning Based Commercial Building Electricity Time Series Prediction ↗Yue Pang, Xiangdong Zhou, Donghui Xu et al.9 citations
- Guaranteed Diversity & Quality for the Weighted CSP ↗Manon Ruffini, Jelena Vučinić, Simon de Givry et al.9 citations
- Residual Neural Network Based Classification of Macular Edema in OCT ↗Yueyao Huang, Junjie Hu9 citations
- Adaptive Phone Orientation Method for Continuous Authentication Based on Mobile Motion Sensors ↗Shixuan Wang, Jiabin Yuan, Jing Wen8 citations
- Bayesian Deep Learning Based Exploration-Exploitation for Personalized Recommendations ↗Xin Wang, Serdar Kadıoğlu8 citations
- Deep Reinforcement Learning with Model-Based Acceleration for Hyperparameter Optimization ↗SenPeng Chen, Jia Wu, Xiuyun Chen8 citations
- Multi-agent Path Planning with Heterogeneous Cooperation ↗Keisuke Otaki, Satoshi Koide, Keiichiro Hayakawa et al.8 citations
- Object Detection Boosting using Object Attributes in Detect and Describe Framework ↗Muhammad Jahanzeb Khan, Adeel Zafar, Valeriia Tumanian et al.8 citations
- Quantum-Inspired DMATT-BiGRU for Conversational Sentiment Analysis ↗Peng Wei Guo, Junwei Zhang, Yuexian Hou et al.8 citations
- Reasoning About Future Cyber-Attacks Through Socio-Technical Hacking Information ↗Ericsson Marin, Mohammed Almukaynizi, Paulo Shakarian8 citations
- Recovering Extremely Degraded Faces by Joint Super-Resolution and Facial Composite ↗Xiu Li, Guichun Duan, Zhouxia Wang et al.8 citations
- Experience Sharing Between Cooperative Reinforcement Learning Agents ↗Lucas Oliveira Souza, Gabriel de Oliveira Ramos, Célia Ghedini Ralha7 citations
- Fine-Grained Image Classification Combined with Label Description ↗Xiruo Shi, Liutong Xu, Pengfei Wang7 citations
- Gorthaur: A Portfolio Approach for Dynamic Selection of Multi-Armed Bandit Algorithms for Recommendation ↗Nicolas Gutowski, Tassadit Amghar, Olivier Camp et al.7 citations
- Monaural Music Source Separation using a ResNet Latent Separator Network ↗Gino Brunner, Nawel Naas, Sveinn Pálsson et al.7 citations
- RegCNN: A Deep Multi-output Regression Method for Wastewater Treatment ↗Luoyi Zhang, Xiaowen Ma, Peng Shi et al.7 citations
- Solving Traveling Salesman Problem with Image-Based Classification ↗Shoma Miki, Hiroyuki Ebara7 citations
- Towards Explainable Multi-Label Classification ↗Karim Tabia7 citations
- Visual Sequence Place Recognition with Improved Dynamic Time Warping ↗Feng Hua Lu, Baifan Chen, Zhaohong Guo et al.7 citations
- An Improved Hybrid Heuristic Algorithm for Pickup and Delivery Problem with Three-Dimensional Loading Constraints ↗Jiangqing Wu, Ling Zheng, Can Yi Huang et al.6 citations
- Embedding Learning with Heterogeneous Event Sequence for Insider Threat Detection ↗Jiarong Wang, Lijun Cai, Aimin Yu et al.6 citations
- Modeling Uncertainty and Inaccuracy on Data from Crowdsourcing Platforms: MONITOR ↗Constance Thierry, Jean-Christophe Dubois, Yolande Le Gall et al.6 citations
- A Robust Single-Sensor Face and Iris Biometric Identification System Based on Multimodal Feature Extraction Network ↗Zhengding Luo, Qinghua Gu, Gege Qi et al.5 citations
- Automating Elevator Design with Satisfiability Modulo Theories ↗Stefano Demarchi, Marco Menapace, Armando Tacchella5 citations
- CPDM: An Efficient Crowdsensing-Based Pothole Detection and Measurement System Design ↗Xiaofeng Zhao, Xiaocan Wu, Yu-E Sun et al.5 citations
- Cases and Clusters in Reuse Policies for Decision-Making in Card Games ↗Gustavo Bathu Paulus, Joaquim Assunção, Luís A. L. Silva5 citations
- Coordination in Adversarial Multi-Agent with Deep Reinforcement Learning Under Partial Observability ↗Elhadji Amadou Oury Diallo, Toshiharu Sugawara5 citations
- Deep Multi-label Hashing for Image Retrieval ↗Xian Zhong, Jiachen Li, Wenxin Huang et al.5 citations
- Document Clustering and Topic Modeling: A Unified Bayesian Probabilistic Perspective ↗Gianni Costa, Riccardo Ortale5 citations
- Estimating Vehicle Speed on Highway Roads from Smartphone Sensors Using Deep Learning Models ↗Norhan Elsayed Amer, Ahmed El-Mahdy, Walid E. Gomaa et al.5 citations
- Exploiting Data Mining Techniques for Compressing Table Constraints ↗Soufia Bennai, Kamal Amroun, Samir Loudni5 citations
This page in Markdown → https://md.research.elamur.ai/free/en/venues/proceedings-international-conference-on-tools-with-artificial-intelligence-tai/2019/papers/