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# Proceedings - International Conference on Tools with Artificial Intelligence, TAI 2021: all accepted papers

232 papers · page 2 of 3 · the most cited first · [← Proceedings - International Conference on Tools with Artificial Intelligence, TAI 2021](https://md.research.elamur.ai/free/en/venues/proceedings-international-conference-on-tools-with-artificial-intelligence-tai/2021/)

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101. **[Improving Peer Assessment Accuracy by Incorporating Grading Behaviors ↗](https://doi.org/10.1109/ictai52525.2021.00184)**Jia Wei Xu, Jing Liu, Pin Lv et al.*3 citations*
102. **[Incremental Feature Learning Using Constructive Neural Networks ↗](https://doi.org/10.1109/ictai52525.2021.00111)**Armin Sadreddin, Samira Sadaoui*3 citations*
103. **[KGWE: A Knowledge-guided Word Embedding Fine-tuning Model ↗](https://doi.org/10.1109/ictai52525.2021.00193)**Wei Kun KONG, Teeradaj Racharak, Yiming Cao et al.*3 citations*
104. **[Object Quality Guided Feature Fusion for Person Re-identification ↗](https://doi.org/10.1109/ictai52525.2021.00171)**Lei Zhang, Na Jiang, Qishuai Diao et al.*3 citations*
105. **[Polar Loss for Event-Based Object Detection ↗](https://doi.org/10.1109/ictai52525.2021.00143)**Huachi Xu, Dianxi Shi, Luoxi Jing et al.*3 citations*
106. **[Prediction and Inference in a Partially Hidden Markov-switching Framework with Autoregression. Application to Machinery Health Diagnosis ↗](https://doi.org/10.1109/ictai52525.2021.00009)**Fatoumata Dama, Christine Sinoquet*3 citations*
107. **[Reproducing arm movements based on Pose Estimation with robot programming by demonstration ↗](https://doi.org/10.1109/ictai52525.2021.00049)**Oscar Fernandez-Ramos, Diego Johnson-Yanez, Willy Ugarte*3 citations*
108. **[Social and Spatio-Temporal Learning for Contextualized Next Points-of-Interest Prediction ↗](https://doi.org/10.1109/ictai52525.2021.00053)**Sayda Elmi, Karim Benouaret, Kian‐Lee Tan*3 citations*
109. **[Surrogate-Based Black-Box Optimization Method for Costly Molecular Properties ↗](https://doi.org/10.1109/ictai52525.2021.00124)**Jules Leguy, Béatrice Duval, Benoit Da Mota et al.*3 citations*
110. **[Use mean field theory to train a 200-layer vanilla GAN ↗](https://doi.org/10.1109/ictai52525.2021.00068)**Dan Li, Shuang Liu, Zhengxin Lyu et al.*3 citations*
111. **[A Probabilistic Batch Oriented Proactive Workflow Management ↗](https://doi.org/10.1109/ictai52525.2021.00197)**Panagiotis Oikonomou, Kostas Kolomvatsos, Christos Anagnostopoulos et al.*2 citations*
112. **[A Simple, Concise, Query-based Approach to News Article Summarization Using Sentence Scoring ↗](https://doi.org/10.1109/ictai52525.2021.00152)**Megan Thornton, Sophie Gao, Yiu‐Kai Ng*2 citations*
113. **[A hybrid system for Lithium-ion battery State-of-Charge univariate forecasting ↗](https://doi.org/10.1109/ictai52525.2021.00158)**Marie Chantelle Cruz Medina, João Fausto Lorenzato de Oliveira*2 citations*
114. **[An Enhanced R-NSGA-II For Multiple Brands Advertising Campaign Allocation Problem ↗](https://doi.org/10.1109/ictai52525.2021.00206)**Fodil Benali, Damien Bodénès, Cyril de Runz et al.*2 citations*
115. **[An analysis of Twitter users opinions on vaccines using Machine Learning techniques ↗](https://doi.org/10.1109/ictai52525.2021.00207)**Artur Galvao Hallberg, Eduardo G. Cortes, Dante Augusto Couto Barone*2 citations*
116. **[Autonomous Electric Vehicle Routing Problem using Ant Colony Optimization with consideration of the Battery State-of-Health ↗](https://doi.org/10.1109/ictai52525.2021.00077)**Pierre Romet, Romain Tabusse, Franck Gechter et al.*2 citations*
117. **[Bansor: Improving Tensor Program Auto-Scheduling with Bandit Based Reinforcement Learning ↗](https://doi.org/10.1109/ictai52525.2021.00045)**Chao Gao, Tong Mo, Taylor Zowtuk et al.*2 citations*
118. **[CapsRec: A Capsule Graph Neural Network Model for Social Recommendation ↗](https://doi.org/10.1109/ictai52525.2021.00058)**Peizhen Liu, Wen Yu*2 citations*
119. **[Causal Event Extraction using Iterated Dilated Convolutions with Semantic Convolutional Filters ↗](https://doi.org/10.1109/ictai52525.2021.00099)**Jianqi Gao, Xiangfeng Luo, Hao Wang et al.*2 citations*
120. **[Clustering Shift Graph Convolutional Network for Taxi Origin-Destination Demand Prediction ↗](https://doi.org/10.1109/ictai52525.2021.00044)**Zhilei Peng, Guixing Wu, Fengliang Xia*2 citations*
121. **[Combining Hindsight with Goal-enhanced Prediction for Multi-goal Reinforcement Learning ↗](https://doi.org/10.1109/ictai52525.2021.00052)**Rui Yang, Feng Luo, Xiu Li*2 citations*
122. **[Contextual Networks and Unsupervised Ranking of Sentences ↗](https://doi.org/10.1109/ictai52525.2021.00178)**Hao Zhang, You Zhou, Jie Wang*2 citations*
123. **[Contingent Planning for Robust Multi-Agent Path Finding ↗](https://doi.org/10.1109/ictai52525.2021.00079)**Michal Nekvinda, Roman Barták*2 citations*
124. **[DBUL: A User Identity Linkage Method across Social Networks Based on Spatiotemporal Data ↗](https://doi.org/10.1109/ictai52525.2021.00232)**Hui Xue, Bo Sun, Chengxiang Si et al.*2 citations*
125. **[DHQN: a Stable Approach to Remove Target Network from Deep Q-learning Network ↗](https://doi.org/10.1109/ictai52525.2021.00234)**Guang Yang, Yang Li, Di'an Fei et al.*2 citations*
126. **[Density-Net: A Density-Aware Network for 3D Object Detection ↗](https://doi.org/10.1109/ictai52525.2021.00175)**Hongyu Li, Youhui Guo, Yu Zhou et al.*2 citations*
127. **[Disease Modeling with a Forest Deep Neural Network Utilizing NLP and a Virtualized Clinical Semantic Network ↗](https://doi.org/10.1109/ictai52525.2021.00150)**Fuad Rahman, Abrar Rahman, AKM Shahariar Azad Rabby et al.*2 citations*
128. **[Diversity-Driven Combination for Grammatical Error Correction ↗](https://doi.org/10.1109/ictai52525.2021.00155)**Wenjuan Han, Hwee Tou Ng*2 citations*
129. **[EAD: An Efficient Anomaly Detection Algorithm for Multivariate Time Series ↗](https://doi.org/10.1109/ictai52525.2021.00097)**Dehong Ma, Bo Ding, Dawei Feng et al.*2 citations*
130. **[Enhancing Neural Network Based Hybrid Learning with Empirical Wavelet Transform for Time Series Forecasting ↗](https://doi.org/10.1109/ictai52525.2021.00063)**Bunchalit Eua-Arporn, Shao‐Lun Huang, Erçan E. Kuruoğlu*2 citations*
131. **[False Positive Detection and Prediction Quality Estimation for LiDAR Point Cloud Segmentation ↗](https://doi.org/10.1109/ictai52525.2021.00011)**Pascal Colling, Matthias Rottmann, Lutz Roese-Koerner et al.*2 citations*
132. **[Geometric Invariant Representation Learning for 3D Point Cloud ↗](https://doi.org/10.1109/ictai52525.2021.00235)**Zongmin Li, Yupeng Zhang, Yun Bai*2 citations*
133. **[Global Attention Augmentation Ghost Module: More Features from Lightweight Global Attention Extraction ↗](https://doi.org/10.1109/ictai52525.2021.00014)**Hongru Liu, Zhezhou Yu, Xiaowei Xu et al.*2 citations*
134. **[Graph Partition Convolution Neural Network for Pedestrian Trajectory Prediction ↗](https://doi.org/10.1109/ictai52525.2021.00074)**Ruiyang Wang, Ming Li, Pin Zhang et al.*2 citations*
135. **[Incorporating Proportional Sparse Penalty for Causal Structure Learning ↗](https://doi.org/10.1109/ictai52525.2021.00023)**Yunfeng Wang, Yuelong Zhu, Tingting Hang et al.*2 citations*
136. **[Inference-based Hierarchical Reinforcement Learning for Cooperative Multi-agent Navigation ↗](https://doi.org/10.1109/ictai52525.2021.00016)**Lijun Xia, Chao Yu, Zifan Wu*2 citations*
137. **[Inferring Clauses and Formulas in Max-SAT ↗](https://doi.org/10.1109/ictai52525.2021.00101)**Matthieu Py, Mohamed Sami Cherif, Djamal Habet*2 citations*
138. **[Interactive Explainable Case-Based Reasoning for Behavior Modelling in Videogames ↗](https://doi.org/10.1109/ictai52525.2021.00200)**Maximiliano Miranda, Antonio A. Sánchez‐Ruiz, Federico Peinado*2 citations*
139. **[Interpretable Credit Risk Assessment Based on Heuristic Knowledge Extraction Method ↗](https://doi.org/10.1109/ictai52525.2021.00196)**Zhiwen Xiao, Jianbin Jiao*2 citations*
140. **[Multi-Aspect Heterogeneous Graph Convolutional Network for Recommendation ↗](https://doi.org/10.1109/ictai52525.2021.00188)**Gangdu Liu, Jing Wang, Jun Wu*2 citations*
141. **[Multi-agent Story-based Settlement Generation ↗](https://doi.org/10.1109/ictai52525.2021.00182)**Jonathan Demke, Robert Morain, Connor Wilhelm et al.*2 citations*
142. **[Object and Contour Detection with an Architecture-Fusion Network ↗](https://doi.org/10.1109/ictai52525.2021.00146)**Keqing Jian, Shenglin Gui*2 citations*
143. **[Optimization of the Diffusion Time in Graph Diffused-Wasserstein Distances: Application to Domain Adaptation ↗](https://doi.org/10.1109/ictai52525.2021.00125)**Amélie Barbe, Paulo Gonçalvès, Marc Sebban et al.*2 citations*
144. **[Quantum-inspired Hierarchical Attention Mechanism for Question Answering ↗](https://doi.org/10.1109/ictai52525.2021.00151)**Peng Wei Guo*2 citations*
145. **[Query-Based Summarization using Reinforcement Learning and Transformer Model ↗](https://doi.org/10.1109/ictai52525.2021.00026)**Yllias Chali, Asif Mahmud*2 citations*
146. **[Resolving Infeasibility in Linear Programs for the Frequent Itemset Hiding Problem ↗](https://doi.org/10.1109/ictai52525.2021.00169)**Panteleimon Krasadakis, Vassilios S. Verykios, Evangelos Sakkopoulos*2 citations*
147. **[Revelation of Task Difficulty in Al-aided Education ↗](https://doi.org/10.1109/ictai52525.2021.00223)**Yitzhak Spielberg, Amos Azaria*2 citations*
148. **[SERC: Syntactic and Semantic Sequence based Event Relation Classification ↗](https://doi.org/10.1109/ictai52525.2021.00208)**Kritika Venkatachalam, Raghava Mutharaju, Sumit Bhatia*2 citations*
149. **[Self-Augmentation with Dual-Cycle Constraint for Unsupervised Image-to-Image Generation ↗](https://doi.org/10.1109/ictai52525.2021.00142)**Gang Wang, Haibo Shi, Yufei Chen*2 citations*
150. **[Stochastic Euler Heavy Ball Method ↗](https://doi.org/10.1109/ictai52525.2021.00094)**Zhou Shao, Junyan Liu, Tong Lin*2 citations*
151. **[Towards Monotonous Functions Approximation from Few Data With Gradual Generalized Modus Ponens: Application to Materials Science ↗](https://doi.org/10.1109/ictai52525.2021.00127)**Hiba Hajri, Jean-Philippe Poli, Laurence Boudet*2 citations*
152. **[Towards Non-Ambiguous Reverse Dictionary ↗](https://doi.org/10.1109/ictai52525.2021.00176)**Guowei Chen, Jianbo Su*2 citations*
153. **[VTON-HF: High Fidelity Virtual Try-on Network via Semantic Adaptation ↗](https://doi.org/10.1109/ictai52525.2021.00038)**Chenghu Du, Feng Qin Yu, Yadong Chen et al.*2 citations*
154. **[Zero or few shot knowledge graph completions by text enhancement with multi-grained attention ↗](https://doi.org/10.1109/ictai52525.2021.00167)**Zhijuan Du*2 citations*
155. **[A Decision Guidance System for Optimal Infrastructure Investments ↗](https://doi.org/10.1109/ictai52525.2021.00212)**Bedor Alyahya, Alexander Brodsky*1 citation*
156. **[A Genetically Evolved Measure of Credit-Risk ↗](https://doi.org/10.1109/ictai52525.2021.00219)**Dionisios N. Sotiropoulos, Michael Papasimeon, Gregory Koronakos*1 citation*
157. **[A Part Invariance Network for Cross-Domain Person Re-identification ↗](https://doi.org/10.1109/ictai52525.2021.00092)**Shouhong Wan, Zhang PeiYi, Peiquan Jin et al.*1 citation*
158. **[A Robust Approach to Noise for Plan Recognition in RTS Games ↗](https://doi.org/10.1109/ictai52525.2021.00076)**Guillaume Lorthioir, Katsumi Inoue*1 citation*
159. **[A Supervisory Mask Attentional Network for Person Re-Identification in Uniform Dress Scenes ↗](https://doi.org/10.1109/ictai52525.2021.00089)**Bo Li, Ling Bai, Yang Wang et al.*1 citation*
160. **[A practical query selection framework for real-time Bayesian preference elicitation ↗](https://doi.org/10.1109/ictai52525.2021.00041)**Marco Faella, Alberto Finzi, Luigi Sauro*1 citation*
161. **[An Efficient Algorithm for Computing Elected Assertions in Partially Preordered Ontologies ↗](https://doi.org/10.1109/ictai52525.2021.00211)**Sihem Belabbès, Salem Benferhat A*1 citation*
162. **[Assessing Optimal Forests of Decision Trees ↗](https://doi.org/10.1109/ictai52525.2021.00013)**Gaël Aglin, Siegfried Nijssen, Pierre Schaus*1 citation*
163. **[Autonomous Agents for The Single Track Road Problem ↗](https://doi.org/10.1109/ictai52525.2021.00019)**Ido Shapira, Amos Azaria*1 citation*
164. **[Classification with Dynamic Data Augmentation ↗](https://doi.org/10.1109/ictai52525.2021.00228)**Dejiang Xu, Mong Li Lee, Wynne Hsu*1 citation*
165. **[Clustering to the Fewest Clusters Under Intra-Cluster Dissimilarity Constraints ↗](https://doi.org/10.1109/ictai52525.2021.00036)**Jennie Andersen, Brice Chardin, Mohamed Tribak*1 citation*
166. **[Computational Linguistic Analysis of Submitted SEC Information (CLASSI) ↗](https://doi.org/10.1109/ictai52525.2021.00179)**FNU Shweta, Andrea P. Belz*1 citation*
167. **[Concealed Objects in a Scene: A Closer Look at the Localization Block of Object Detection Models ↗](https://doi.org/10.1109/ictai52525.2021.00172)**Jinky G. Marcelo, Gian Marco I. Te, Macario O. Cordel et al.*1 citation*
168. **[Constrained prediction time random forests using equivalent trees and genetic programming: application to fall detection model embedding ↗](https://doi.org/10.1109/ictai52525.2021.00109)**Mounir Atiq, Sergio Peignier, Mathilde Mougeot*1 citation*
169. **[Constraint Programming for Itemset Mining with Multiple Minimum Supports ↗](https://doi.org/10.1109/ictai52525.2021.00095)**Mohamed-Bachir Belaid, Nadjib Lazaar*1 citation*
170. **[Crowdsourcing Recognized Image Objects In Mobile Devices Through Machine Learning ↗](https://doi.org/10.1109/ictai52525.2021.00090)**Athanasios Giannikis, Efthimios Alepis, Maria K. Virvou*1 citation*
171. **[Decentralized Coalition Structure Formation for Interdependent Tasks Allocation ↗](https://doi.org/10.1109/ictai52525.2021.00018)**Douae Ahmadoun, Elise Bonzon A, Cédric L. R. Buron et al.*1 citation*
172. **[Diagnosis Detection Support based on Time Series Similarity of Patients Physiological Parameters ↗](https://doi.org/10.1109/ictai52525.2021.00210)**Carmela Comito, Deborah Falcone, Agostino Forestiero A*1 citation*
173. **[Evaluating Methodologies on Deep Understanding of Mathematical Formulas in Technical Documents ↗](https://doi.org/10.1109/ictai52525.2021.00148)**Nikolaos Gkorgkolis, Nikolaos Bourbakis*1 citation*
174. **[Expert-guided Policy Optimization by Latent Space Planning with Attention ↗](https://doi.org/10.1109/ictai52525.2021.00020)**Shiqing Gao, Fufei Yao, Yaoru Sun et al.*1 citation*
175. **[Fashion Landmark Detection via Deep Residual Spatial Attention Network ↗](https://doi.org/10.1109/ictai52525.2021.00118)**Rui Wang, Jun Hong Feng, Qirong Bu*1 citation*
176. **[Game-theoretic Simulations with Cognitive Agents ↗](https://doi.org/10.1109/ictai52525.2021.00205)**Nausheen Saba Shahid, Dan O’Keeffe, Kostas Stathis*1 citation*
177. **[Grad Centroid Activation Mapping for Convolutional Neural Networks ↗](https://doi.org/10.1109/ictai52525.2021.00033)**Baptiste Lafabrègue, Jonathan Weber, Pierre Gançarski et al.*1 citation*
178. **[Hierarchical Triplet Attention Pooling for Graph Classification ↗](https://doi.org/10.1109/ictai52525.2021.00100)**Liande Bi, Xin Sun, Fei Zhou et al.*1 citation*
179. **[Learning From Other Labels: Leveraging Enhanced Mixup and Transfer Learning for Twitter Sentiment Analysis ↗](https://doi.org/10.1109/ictai52525.2021.00055)**Quansen Wang*1 citation*
180. **[Multi-step preferred elite-guided firefly algorithm ↗](https://doi.org/10.1109/ictai52525.2021.00047)**Xiaoyu Wei, Jun Li, Zhigao Zeng*1 citation*
181. **[New Insights into the Propulsion Power Prediction of Cruise Ships ↗](https://doi.org/10.1109/ictai52525.2021.00135)**Fred Gonsalves, Bastien Pasdeloup, Romain Billot et al.*1 citation*
182. **[Novelty detection for unsupervised continual learning in image sequences ↗](https://doi.org/10.1109/ictai52525.2021.00080)**Ruiqi Dai, Mathieu Lefort, Frédéric Armetta et al.*1 citation*
183. **[On Robust Vs Fast Solving of Qualitative Constraints ↗](https://doi.org/10.1109/ictai52525.2021.00128)**Jan Wehner, Michael Sioutis, Diedrich Wolter*1 citation*
184. **[PSG-GAN: Progressive Person Image Generation with Self-Guided Local Focuses ↗](https://doi.org/10.1109/ictai52525.2021.00121)**Zhou Xiaomao, Wang Wei, Du Bing*1 citation*
185. **[RMkNN and KNORA-IU: Combining Imbalanced Dynamic Selection Techniques for Credit Scoring ↗](https://doi.org/10.1109/ictai52525.2021.00131)**Leopoldo Soares de Melo Junior, José Antônio Fernandes de Macêdo, Franco Maria Nardini et al.*1 citation*
186. **[Research on GNSS/DR method based on B-spline and optimized BP neural network ↗](https://doi.org/10.1109/ictai52525.2021.00030)**Zaihui Fei, Shuang-cheng Jia, Qian Li*1 citation*
187. **[SemFSR: An Unsupervised Face SR with Semantic Features for Multiple Degradations ↗](https://doi.org/10.1109/ictai52525.2021.00224)**Haoran Qi, Huanrong Zhang, Zhi Juan Jin*1 citation*
188. **[Statistical Guarantees and Algorithmic Convergence Issues of Variational Boosting ↗](https://doi.org/10.1109/ictai52525.2021.00071)**Biraj Subhra Guha, Anirban Bhattacharya, Debdeep Pati*1 citation*
189. **[Super Mario A-Star Agent Revisited ↗](https://doi.org/10.1109/ictai52525.2021.00161)**David Šosvald, Michal Töpfer, Jan Holan et al.*1 citation*
190. **[Temporal Smoothness Framework: Analyzing and Exploring Evolutionary Transition Behavior in Dynamic Networks ↗](https://doi.org/10.1109/ictai52525.2021.00190)**Limengzi Yuan, Qifeng Zhu, Yuchen Zheng et al.*1 citation*
191. **[Utilizing External Knowledge with Multi-granularity Attention for Review Reading Comprehension ↗](https://doi.org/10.1109/ictai52525.2021.00195)**Zhenda Hu, Yinglin Wang*1 citation*
192. **[A Dirichlet Policy Reuse Approach for Financial Markets ↗](https://doi.org/10.1109/ictai52525.2021.00103)**April H. Liu, Xiaoyue Fang
193. **[A Global Discriminant Joint Training Framework for Robust Speech Recognition ↗](https://doi.org/10.1109/ictai52525.2021.00088)**Lujun Li, Ludwig Kürzinger, Tobias Watzel et al.
194. **[A Multi-Perspective Distributed Mining Framework for Scalable Search Spell Correction ↗](https://doi.org/10.1109/ictai52525.2021.00231)**Yutong Li, Hari Bommaganti, Himanshu Yadava
195. **[A Neurobiologically-inspired Deep Learning Framework for Autonomous Context Learning ↗](https://doi.org/10.1109/ictai52525.2021.00022)**David W. Ludwig, Lucas W. Remedios, Joshua L. Phillips
196. **[A Scalable Short-Text Clustering Algorithm Using Apache Spark ↗](https://doi.org/10.1109/ictai52525.2021.00149)**Leonidas Akritidis, Miltiadis Alamaniotis, Athanasios Fevgas et al.
197. **[Aggregate Function Generalization to Temporal Data ↗](https://doi.org/10.1109/ictai52525.2021.00098)**Jan Motl, Pavel Kordík
198. **[An Interpretation of Convolutional Neural Networks for Motif Finding from the View of Probability ↗](https://doi.org/10.1109/ictai52525.2021.00032)**Weinan Wang, Yuhang Guo, Wei Ju et al.
199. **[An Orthogonal Classification Layer with Kasami Sequences for Discriminative Feature Learning in Neural Networks ↗](https://doi.org/10.1109/ictai52525.2021.00060)**Mohamed Saadeldin, Brian Mac Namee
200. **[An individual-dependent differential evolution with dual information guidance ↗](https://doi.org/10.1109/ictai52525.2021.00185)**Xinyu Zhou, Yanlin Wu, Hu Peng et al.

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