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

272 papers · page 2 of 3 · the most cited first · [← Proceedings - International Conference on Tools with Artificial Intelligence, TAI 2019](https://md.research.elamur.ai/free/en/venues/proceedings-international-conference-on-tools-with-artificial-intelligence-tai/2019/)

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101. **[Improving Bandit-Based Recommendations with Spatial Context Reasoning: An Online Evaluation ↗](https://doi.org/10.1109/ictai.2019.00191)**Nicolas Gutowski, Olivier Camp, Fabien Chhel et al.*5 citations*
102. **[Incorporating Domain Knowledge in Learning Word Embedding ↗](https://doi.org/10.1109/ictai.2019.00226)**Arpita Roy, Youngja H. Park, Shimei Pan*5 citations*
103. **[Intention Interleaving Via Classical Replanning ↗](https://doi.org/10.1109/ictai.2019.00021)**Mengwei Xu, Kevin McAreavey, Kim Bauters et al.*5 citations*
104. **[Learning Linear Programs from Data ↗](https://doi.org/10.1109/ictai.2019.00143)**Elias Arnold Schede, Samuel Kolb, Stefano Teso*5 citations*
105. **[Parallel Gym Gazebo: a Scalable Parallel Robot Deep Reinforcement Learning Platform ↗](https://doi.org/10.1109/ictai.2019.00037)**Zhen Liang, Zhongxuan Cai, Minglong Li et al.*5 citations*
106. **[Routing Sales Territory by Solving a Multi-objective TSP Variant with Evolutionary Algorithms ↗](https://doi.org/10.1109/ictai.2019.00024)**Sávio Menezes Sampaio, Altino Dantas, Celso G. Camilo-Junior*5 citations*
107. **[Some Improvements of Deep Knowledge Tracing ↗](https://doi.org/10.1109/ictai.2019.00217)**Ange Adrienne Nyamen Tato, Roger Nkambou*5 citations*
108. **[Text-Independent Speaker ID Employing 2D-CNN for Automatic Video Lecture Categorization in a MOOC Setting ↗](https://doi.org/10.1109/ictai.2019.00046)**Ali Shariq Imran, Zenun Kastrati, Torbjørn Karl Svendsen et al.*5 citations*
109. **[Towards a High-Level Multi-label Classification from Complex Networks ↗](https://doi.org/10.1109/ictai.2019.00159)**Vinícius H. Resende, Murillo Guimarães Carneiro*5 citations*
110. **[Using Classical Planning in Adversarial Problems ↗](https://doi.org/10.1109/ictai.2019.00185)**Pavel Rytíř, Lukáš Chrpa, Branislav Bošanský*5 citations*
111. **[3D Convolutional Two-Stream Network for Action Recognition in Videos ↗](https://doi.org/10.1109/ictai.2019.00250)**Min Li, Yuezhu Qi, Jian Yang et al.*4 citations*
112. **[AERNs: Attention-Based Entity Region Networks for Multi-Grained Named Entity Recognition ↗](https://doi.org/10.1109/ictai.2019.00064)**Jianghai Dai, Chong Feng, Xuefeng Bai et al.*4 citations*
113. **[Age-Suitability Prediction for Literature Using a Recurrent Neural Network Model ↗](https://doi.org/10.1109/ictai.2019.00230)**Eric Brewer, Yiu‐Kai Ng*4 citations*
114. **[An Efficient Truth Discovery Mechanism for Crowdsensing Tasks With Temporal and Spatial Correlations ↗](https://doi.org/10.1109/ictai.2019.00076)**Runzhi Wang, Yu-E Sun, He Huang et al.*4 citations*
115. **[Automatic 2D-to-3D Video Conversion using 3D Densely Connected Convolutional Networks ↗](https://doi.org/10.1109/ictai.2019.00058)**Bei Chen, Jiabin Yuan, Xiuping Bao*4 citations*
116. **[Automatic Identification of Alzheimer's Disease and Epilepsy Based on MRI ↗](https://doi.org/10.1109/ictai.2019.00091)**Xijue Zhang, Wanling Li, Wangshu Shen et al.*4 citations*
117. **[Bayesian Anytime m-top Exploration ↗](https://doi.org/10.1109/ictai.2019.00201)**Pieter Libin, Timothy Verstraeten, Diederik M. Roijers et al.*4 citations*
118. **[Cancer Classification Using Microarray Data By DPCAForest ↗](https://doi.org/10.1109/ictai.2019.00151)**Xiaoheng Deng, Yuebin Xu*4 citations*
119. **[Combining Constraint Languages via Abstract Interpretation ↗](https://doi.org/10.1109/ictai.2019.00016)**Pierre J. Talbot, David Cachera, Éric Monfroy et al.*4 citations*
120. **[Constrained State-Preserved Extreme Learning Machine ↗](https://doi.org/10.1109/ictai.2019.00109)**Garrett Goodman, Cogan Shimizu, Iosif Papadakis Ktistakis*4 citations*
121. **[Data-Driven Gene Regulatory Network Inference Based on Classification Algorithms ↗](https://doi.org/10.1109/ictai.2019.00149)**Sergio Peignier, Pauline Schmitt, Federica Calevro*4 citations*
122. **[Deep Unsupervised Progressive Learning for Distant Domain Adaptation ↗](https://doi.org/10.1109/ictai.2019.00128)**Suncheng Xiang, Yuzhuo Fu, Ting Liu*4 citations*
123. **[Detecting Sentences that May be Harmful to Children with Special Needs ↗](https://doi.org/10.1109/ictai.2019.00167)**Merav Allouch, Amos Azaria, Rina Azoulay*4 citations*
124. **[Few-Shot Learning for Monocular Depth Estimation Based on Local Object Relationship ↗](https://doi.org/10.1109/ictai.2019.00-97)**Shuai Li, Jiaying Shi, Wenfeng Song et al.*4 citations*
125. **[Improving Irregular Text Recognition by Integrating Gabor Convolutional Network ↗](https://doi.org/10.1109/ictai.2019.00048)**Zhaohong Guo, Hui Xu, Feng Hua Lu et al.*4 citations*
126. **[Internet of Things Security Analytics and Solutions with Deep Learning ↗](https://doi.org/10.1109/ictai.2019.00033)**Luke Holbrook, Miltiadis Alamaniotis*4 citations*
127. **[Learning Spatial-Corrected Regularized Correlation Filters for Visual Tracking ↗](https://doi.org/10.1109/ictai.2019.00-96)**Zhaobing Yang, Jing Bo Wu, Chengnian Long*4 citations*
128. **[Memory Efficient Parallel SAT Solving with Inprocessing ↗](https://doi.org/10.1109/ictai.2019.00018)**Dipl.-Inform. Markus Iser, Tomáš Balyo, Carsten Sinz*4 citations*
129. **[Motion Coordination of Multiple Robots Based on Deep Reinforcement Learning ↗](https://doi.org/10.1109/ictai.2019.00135)**Xiuzhao Hao, Zhihao Wu, Haiguang Zhou et al.*4 citations*
130. **[Multi-classfication Sentiment Analysis Based on the Fused Model ↗](https://doi.org/10.1109/ictai.2019.00265)**Yingbin Xue, Xiaoye Wang, Zan Gao*4 citations*
131. **[Multi-graph Convolution Network with Jump Connection for Event Detection ↗](https://doi.org/10.1109/ictai.2019.00108)**Xiangbin Meng, Pengfei Wang, Haoran Yan et al.*4 citations*
132. **[Salient Textural Anomaly Proposals and Classification for Metal Surface Anomalies ↗](https://doi.org/10.1109/ictai.2019.00092)**Vidhya Natarajan, Shangbo Mao, Liang-Tien Chia*4 citations*
133. **[The Concept of Criticality in Reinforcement Learning ↗](https://doi.org/10.1109/ictai.2019.00043)**Yitzhak Spielberg, Amos Azaria*4 citations*
134. **[Towards a Hybrid Approach for Evolving Bayesian Networks Using Genetic Algorithms ↗](https://doi.org/10.1109/ictai.2019.00103)**Sonu Jose, Siming Liu, Sushil J. Louis et al.*4 citations*
135. **[Uplift Modeling for Cost Effective Coupon Marketing in C-to-C E-Commerce ↗](https://doi.org/10.1109/ictai.2019.00259)**Akihiro Shimizu, Riku Togashi, Antony Lam et al.*4 citations*
136. **[A Divide and Conquer Algorithm for Dominance Testing in Acyclic CP-Nets ↗](https://doi.org/10.1109/ictai.2019.00062)**Sultan Ahmed, Malek Mouhoub*3 citations*
137. **[A Dynamic Knowledge Generation System for Cognitive Agents ↗](https://doi.org/10.1109/ictai.2019.00099)**Antonio Lieto, Gian Luca Pozzato, Federico Perrone*3 citations*
138. **[A Location-Aware Strategy for Agents Negotiating Load-Balancing ↗](https://doi.org/10.1109/ictai.2019.00098)**Quentin Baert, Anne-Cécile Caron, Maxime Morge A et al.*3 citations*
139. **[A Subspace Hierarchical Clustering Algorithm for Categorical Data ↗](https://doi.org/10.1109/ictai.2019.00077)**Joel Luís Carbonera, Mara Abel*3 citations*
140. **[Adversarial Capsule Learning for Network Embedding ↗](https://doi.org/10.1109/ictai.2019.00038)**Di Jin, Zhigang Li, Liang Yang et al.*3 citations*
141. **[An Efficient Semantic Segmentation Method using Pyramid ShuffleNet V2 with Vortex Pooling ↗](https://doi.org/10.1109/ictai.2019.00-98)**Jiansheng Dong, Jingling Yuan, Lin Li et al.*3 citations*
142. **[Aspect-Based Sentiment Analysis with Adjustments to Irrelevant Sentimental-Related Features ↗](https://doi.org/10.1109/ictai.2019.00049)**Huiwen Jiang, Weigang Wu, Jiangtao Ren*3 citations*
143. **[AudioMask: Robust Sound Event Detection Using Mask R-CNN and Frame-Level Classifier ↗](https://doi.org/10.1109/ictai.2019.00074)**Alireza Nasiri, Yuxin Cui, Zhonghao Liu et al.*3 citations*
144. **[Bayesian Network Learning for Classification via Transfer Method ↗](https://doi.org/10.1109/ictai.2019.00154)**April H. Liu, Zihao Cheng, Justin Jiang*3 citations*
145. **[Distant-Supervised Relation Extraction with Hierarchical Attention Based on Knowledge Graph ↗](https://doi.org/10.1109/ictai.2019.00040)**Hong Liang Yao, Lijun Dong, Zhen Shiqi et al.*3 citations*
146. **[ECPNet: An Efficient Attention-Based Convolution Network with Pseudo-3D Block for Human Action Recognition ↗](https://doi.org/10.1109/ictai.2019.00089)**Xiuping Bao, Jiabin Yuan, Bei Chen*3 citations*
147. **[EPMS: A Framework for Large-Scale Patient Matching ↗](https://doi.org/10.1109/ictai.2019.00153)**Himanshu Singhal, Harish Ravi, Sathiya Narayan Chakravarthy et al.*3 citations*
148. **[FMNet: Feature Mining Networks for Brain Tumor Segmentation ↗](https://doi.org/10.1109/ictai.2019.00083)**Fengming Lin, Ju Liu, Qiang Wu et al.*3 citations*
149. **[Feature Space Regularization for Person Re-identification with One Sample ↗](https://doi.org/10.1109/ictai.2019.00208)**Xu Tian, Jiangli Li, Hao Wu et al.*3 citations*
150. **[Information-Theoretic Ensemble Learning for DDoS Detection with Adaptive Boosting ↗](https://doi.org/10.1109/ictai.2019.00140)**Monowar H. Bhuyan, Maode Ma, Youki Kadobayashi et al.*3 citations*
151. **[KNORA-IU: Improving the Dynamic Selection Prediction in Imbalanced Credit Scoring Problems ↗](https://doi.org/10.1109/ictai.2019.00066)**Leopoldo Soares de Melo Junior, Franco Maria Nardini, Chiara Renso et al.*3 citations*
152. **[Monte Carlo Tree Search with Variable Simulation Periods for Continuously Running Tasks ↗](https://doi.org/10.1109/ictai.2019.00065)**Seydou Ba, Takuya Hiraoka, Takashi Onishi et al.*3 citations*
153. **[Multi-task Learning for Relation Extraction ↗](https://doi.org/10.1109/ictai.2019.00210)**Kai Zhou, Xiangfeng Luo, Hao Wang et al.*3 citations*
154. **[Predicting User Reported Symptoms Using a Gated Neural Network ↗](https://doi.org/10.1109/ictai.2019.00059)**Lahari Poddar, Wynne Hsu, Mong Li Lee*3 citations*
155. **[Sensory Substitution of Vision: A Systematic Mapping and a Deep Learning Object Detection Proposition ↗](https://doi.org/10.1109/ictai.2019.00274)**Elze Pinheiro Lima Neto, Ronaldo Martins da Costa, Deborah Silva Alves Fernandes et al.*3 citations*
156. **[Short-Spoken Language Intent Classification with Conditional Sequence Generative Adversarial Network ↗](https://doi.org/10.1109/ictai.2019.00261)**Xinyu Zhou, Peng Yang*3 citations*
157. **[Text-Enhanced Knowledge Representation Learning Based on Gated Convolutional Networks ↗](https://doi.org/10.1109/ictai.2019.00051)**Chunfeng Liu, Yan Zhang, Mei Yu et al.*3 citations*
158. **[Transfer Learning with Ensemble Feature Extraction and Low-Rank Matrix Factorization for Severity Stage Classification of Diabetic Retinopathy ↗](https://doi.org/10.1109/ictai.2019.00132)**Isuru Wijesinghe, Chathurika Gamage, Charith D. Chitraranjan*3 citations*
159. **[A CNN-RNN Hybrid Model with 2D Wavelet Transform Layer for Image Classification ↗](https://doi.org/10.1109/ictai.2019.00147)**Zihao Dong, Ruixun Zhang, Xiuli Shao*2 citations*
160. **[A Comparative Analysis of Classifiers in the Recognition of Packed Executables ↗](https://doi.org/10.1109/ictai.2019.00189)**Cecilia R. O. Assis, Rodrigo Sanches Miani, Murillo Guimarães Carneiro et al.*2 citations*
161. **[A Theoretical Analysis of Pooling Operation Using Information Theory ↗](https://doi.org/10.1109/ictai.2019.00256)**Christoforos Nalmpantis, Athanasios Lentzas, Dimitris Vrakas*2 citations*
162. **[Admissible Generalizations of Examples as Rules ↗](https://doi.org/10.1109/ictai.2019.00211)**Philippe Besnard, Thomas Guyet, Véronique Masson*2 citations*
163. **[An Adjusted Nearest Neighbor Algorithm Maximizing the F-Measure from Imbalanced Data ↗](https://doi.org/10.1109/ictai.2019.00042)**Rémi Viola, Rémi Emonet, Amaury Habrard et al.*2 citations*
164. **[An Efficient Approach for Semantic Relatedness Evaluation Based on Semantic Neighborhood ↗](https://doi.org/10.1109/ictai.2019.00052)**Alcides Lopes, Renata dos Santos Alvarenga, Joel Luís Carbonera et al.*2 citations*
165. **[Approximating Learning Curves for Imbalanced Big Data with Limited Labels ↗](https://doi.org/10.1109/ictai.2019.00041)**Aaron N. Richter, Taghi M. Khoshgoftaar*2 citations*
166. **[Benchmarking Symbolic Execution Using Constraint Problems - Initial Results ↗](https://doi.org/10.1109/ictai.2019.00010)**Sahil Verma, Roland H. C. Yap*2 citations*
167. **[Centrality Heuristics for Exact Model Counting ↗](https://doi.org/10.1109/ictai.2019.00017)**Bernhard Bliem, Matti J„ärvisalo*2 citations*
168. **[Classification of Infiltrated Injections During PET/CT Imaging Applying Deep Learning Technique ↗](https://doi.org/10.1109/ictai.2019.00267)**Tasmia Rahman Tumpa, Shelley N. Acuff, Dustin Osborne*2 citations*
169. **[Collision-Free Path Finding for Dynamic Gaming and Real Time Robot Navigation ↗](https://doi.org/10.1109/ictai.2019.00023)**Roopam Bamal*2 citations*
170. **[Evaluating Different Metric Configurations of an Evolutionary Wrapper for Attack Detection ↗](https://doi.org/10.1109/ictai.2019.00187)**Javier Maldonado, María-Cristina Riff*2 citations*
171. **[Facial Expression Recognition: Residue Learning Using SVM ↗](https://doi.org/10.1109/ictai.2019.00246)**Fangjun Wang, Liping Shen*2 citations*
172. **[Feature-Selected and -Preserved Sampling for High-Dimensional Stream Data Summary ↗](https://doi.org/10.1109/ictai.2019.00198)**ling Lin, Qian Yu, Wen Ji et al.*2 citations*
173. **[Focus Generator with Score Classification on Fabric Defect Detection ↗](https://doi.org/10.1109/ictai.2019.00252)**Yingjie Qin, Ming Chen, Lizhe Qi et al.*2 citations*
174. **[Generating Reduced Tests for FSMs using a Search-Based Testing Approach ↗](https://doi.org/10.1109/ictai.2019.00063)**Mariana Soller Ramada, Telma Woerle de Lima, Anderson da Silva Soares et al.*2 citations*
175. **[High-Speed Rail Operating Environment Recognition Based on Neural Network and Adversarial Training ↗](https://doi.org/10.1109/ictai.2019.00120)**Xiaoxue Hou, Jie An, Miaomiao Zhang et al.*2 citations*
176. **[Improving the Accuracy of Principal Component Analysis by the Maximum Entropy Method ↗](https://doi.org/10.1109/ictai.2019.00116)**Guihong Wan, Crystal Maung, Haim Schweitzer*2 citations*
177. **[Partial Attribute-Driven Video Person Re-Identification ↗](https://doi.org/10.1109/ictai.2019.00081)**Wanru Song, Jieying Zheng, Yahong Wu et al.*2 citations*
178. **[Query Answering from Traditional Dance Videos: Case Study of Zapin Dances ↗](https://doi.org/10.1109/ictai.2019.00239)**Sihem Belabbès, Chi Wee Tan, Tri-Thuc Vo et al.*2 citations*
179. **[Random Vector Functional Link with Naive Bayes for Classification Problems of Mixed Data ↗](https://doi.org/10.1109/ictai.2019.00260)**Gonzalo A. Ruz, Pablo A. Henríquez*2 citations*
180. **[SARC: Split-and-Recombine Networks for Knowledge-Based Recommendation ↗](https://doi.org/10.1109/ictai.2019.00096)**Weifeng Zhang, Yi Cao, Congfu Xu*2 citations*
181. **[SOON: Specifically Optimized One-Stage Network for Object Detection in Remote Sensing Imagery ↗](https://doi.org/10.1109/ictai.2019.00080)**Zhuo Wang, Haonan Qin, Yunsong Li et al.*2 citations*
182. **[Self-Organizing Traffic Based on Dynamic Platoon Configuration ↗](https://doi.org/10.1109/ictai.2019.00235)**Maxime Guériau*2 citations*
183. **[Sparse High-Level Attention Networks for Person Re-Identification ↗](https://doi.org/10.1109/ictai.2019.00213)**Sheng Quan Xie, Canlong Zhang, Zhixin Li et al.*2 citations*
184. **[Variational Policy Chaining for Lifelong Reinforcement Learning ↗](https://doi.org/10.1109/ictai.2019.00222)**Christopher Doyle, Maxime Guériau, Ivana Dusparić*2 citations*
185. **[X-ray Image Enhancement: A Technique Combination Approach ↗](https://doi.org/10.1109/ictai.2019.00248)**Afonso U. Fonseca, Fabrizzio Alphonsus Alves de Melo Nunes Soares, Leandro Luís Galdino de Oliveira et al.*2 citations*
186. **[A Novel Method to Enhance Recommendation Systems via Leveraging Multiple Types of Implicit Feedbacks ↗](https://doi.org/10.1109/ictai.2019.00-90)**Zhenxu Yao, Zhiyun Chen*1 citation*
187. **[A One-step Pruning-recovery Framework for Acceleration of Convolutional Neural Networks ↗](https://doi.org/10.1109/ictai.2019.00111)**Dong Wang, Xiao Ping Bai, Lei Zhou et al.*1 citation*
188. **[Accelerating Nash Q-Learning with Graphical Game Representation and Equilibrium Solving ↗](https://doi.org/10.1109/ictai.2019.00133)**Yunkai Zhuang, Xingguo Chen, Yang Gao et al.*1 citation*
189. **[Accurate and Robust RGB-D Dense Mapping with Inertial Fusion and Deformation-Graph Optimization ↗](https://doi.org/10.1109/ictai.2019.00249)**Yong Liu, Liming Bao, Chaofan Zhang et al.*1 citation*
190. **[Algorithmic Currency Trading Based on Reinforcement Learning Combining Action Shaping and Advantage Function Shaping ↗](https://doi.org/10.1109/ictai.2019.00212)**Hongyong Sun, Nan Sang, Jia Wu et al.*1 citation*
191. **[An Eigenvector-Enhanced Parallel Adaptive Differential Evolution for Electric Motor Design ↗](https://doi.org/10.1109/ictai.2019.00104)**Mokhtar Essaid, Mathieu Brévilliers, Julien Lepagnot et al.*1 citation*
192. **[Ant Colony Optimization Parameters Control Based on Evolutionary Strength ↗](https://doi.org/10.1109/ictai.2019.00069)**Chang Chen, Jianjun Cao, Nianfeng Weng et al.*1 citation*
193. **[Attribute Reduction for Partially Labeled Data Based on Hypergraph Models ↗](https://doi.org/10.1109/ictai.2019.00203)**Xiaojun Xie, Xiaolin Qin, Guangmei Huang et al.*1 citation*
194. **[Automated Mechanism Design: Compact and Decomposition Linear Programming Models ↗](https://doi.org/10.1109/ictai.2019.00031)**Brigitte Jaumard, Kia Babashahi Ashtiani, Nicolas Huin*1 citation*
195. **[Budget-Constrained Demand-Weighted Network Design for Resilient Infrastructure ↗](https://doi.org/10.1109/ictai.2019.00070)**Amrita Gupta, Bistra Dilkina*1 citation*
196. **[Cost-Effective Prediction in Medicine and Marketing: Only the Difference Between Bayesian Model Averaging and the Single Best-Fit Model ↗](https://doi.org/10.1109/ictai.2019.00178)**Paul J. Darwen*1 citation*
197. **[Deep Active Imitation Learning in FIFA Free-Kicks Player Platforms Based on Raw Image and Object Detection State Representations ↗](https://doi.org/10.1109/ictai.2019.00242)**Matheus Prado Prandini Faria, Rita Maria Silva Julia, Lídia Bononi Paiva Tomaz*1 citation*
198. **[Effects of Integrated Instance-Random-Sampling and Feature Reduction on Classifiers Performance and Training Speed ↗](https://doi.org/10.1109/ictai.2019.00160)**Reham M. Alamro, Abdou S. Youssef*1 citation*
199. **[Exploring Numerical Calculations with CalcNet ↗](https://doi.org/10.1109/ictai.2019.00192)**Ashish Rana, Avleen Kaur Malhi, Kary Främling*1 citation*
200. **[FPSeq: Simplifying and Accelerating Task-Oriented Dialogue Systems via Fully Parallel Sequence-to-Sequence Framework ↗](https://doi.org/10.1109/ictai.2019.00165)**Meina Song, Zhongfu Chen, Peiqing Niu et al.*1 citation*

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