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Publication search results
found 163 matches
- 2024
- Abdallah Aaraba, Shengrui Wang, Jean-Marc Patenaude:
FR3LS: A Forecasting Model with Robust and Reduced Redundancy Latent Series. PAKDD (6) 2024: 3-15 - Kunpeng Xu, Lifei Chen, Jean-Marc Patenaude, Shengrui Wang:
Kernel Representation Learning with Dynamic Regime Discovery for Time Series Forecasting. PAKDD (6) 2024: 251-263 - Kunpeng Xu, Lifei Chen, Jean-Marc Patenaude, Shengrui Wang:
RHINE: A Regime-Switching Model with Nonlinear Representation for Discovering and Forecasting Regimes in Financial Markets. SDM 2024: 526-534 - Kunpeng Xu, Lifei Chen, Shengrui Wang:
Kolmogorov-Arnold Networks for Time Series: Bridging Predictive Power and Interpretability. CoRR abs/2406.02496 (2024) - Jean Marie Tshimula, D'Jeff K. Nkashama, Jean Tshibangu Muabila, René Manassé Galekwa, Hugues Kanda, Maximilien V. Dialufuma, Mbuyi Mukendi Didier, Kalala Kalonji, Serge Mundele, Patience Kinshie Lenye, Tighana Wenge Basele, Aristarque Ilunga, Christian N. Mayemba, Nathanaël M. Kasoro, Selain K. Kasereka, Hardy Mikese, Pierre-Martin Tardif, Marc Frappier, Froduald Kabanza, Belkacem Chikhaoui, Shengrui Wang, Ali Mulenda Sumbu, Xavier Ndona, Raoul Kienge-Kienge Intudi:
Psychological Profiling in Cybersecurity: A Look at LLMs and Psycholinguistic Features. CoRR abs/2406.18783 (2024) - 2023
- Yong Liu, Qi Qiao, Shengrui Shi, Xiang Wang, Mingshun Yang, Xinqin Gao:
Keyframe Extraction and Process Recognition Method for Assembly Operation Based on Density Clustering. IEEE Access 11: 13564-13573 (2023) - Yuqing Yang, Ping He, Shengrui Wang, Yu Tian, Wei Zhang:
DB-TASNet for disease diagnosis and lesion segmentation in medical images. J. Vis. Commun. Image Represent. 95: 103896 (2023) - Etienne Gael Tajeuna, Mohamed Bouguessa, Shengrui Wang:
Modeling Regime Shifts in Multiple Time Series. ACM Trans. Knowl. Discov. Data 17(8): 115:1-115:31 (2023) - Jianfei Zhang, Lifei Chen, Shengrui Wang:
Modeling of Repeated Measures for Time-to-event Prediction. ADMA (1) 2023: 48-63 - Théodore Simon, Jianfei Zhang, Shengrui Wang:
Analysis and Comparison of Machine Learning Models for Glucose Forecasting. AINA (2) 2023: 113-123 - Mingxuan Sun, Rongbo Chen, Jianfei Zhang, Shengrui Wang:
Unsupervised Learning via Graph Convolutional Network for Stock Trend Prediction. AINA (1) 2023: 358-369 - Jianfei Zhang, Lifei Chen, Shengrui Wang:
Toward Healthy Aging: Temporal Regression for Disability Prediction and Warning Decision-Making. DEXA (2) 2023: 378-392 - Patrick Asante Owusu, Etienne Gael Tajeuna, Jean-Marc Patenaude, Armelle Brun, Shengrui Wang:
Rethinking Temporal Dependencies in Multiple Time Series: A Use Case in Financial Data. ICDM 2023: 1247-1252 - Jean Marie Tshimula, D'Jeff K. Nkashama, Patrick Owusu, Marc Frappier, Pierre-Martin Tardif, Froduald Kabanza, Armelle Brun, Jean-Marc Patenaude, Shengrui Wang, Belkacem Chikhaoui:
Characterizing Financial Market Coverage using Artificial Intelligence. CoRR abs/2302.03694 (2023) - Benjamin Kalfon, Soumaya Cherkaoui, Jean Frédéric Laprade, Ola Ahmad, Shengrui Wang:
Successive Data Injection in Conditional Quantum GAN Applied to Time Series Anomaly Detection. CoRR abs/2310.05307 (2023) - Kunpeng Xu, Lifei Chen, Shengrui Wang:
DRNet: A Decision-Making Method for Autonomous Lane Changingwith Deep Reinforcement Learning. CoRR abs/2311.01602 (2023) - 2022
- Kunpeng Xu, Lifei Chen, Shengrui Wang:
A Multi-view Kernel Clustering framework for Categorical sequences. Expert Syst. Appl. 197: 116637 (2022) - Jean Marie Tshimula, Belkacem Chikhaoui, Shengrui Wang:
COVID-19: Detecting depression signals during stay-at-home period. Health Informatics J. 28(2): 146045822210949 (2022) - Lifei Chen, Haiyan Wu, Wenxuan Kang, Shengrui Wang:
Symbolic sequence representation with Markovian state optimization. Pattern Recognit. 131: 108849 (2022) - Lanjie Zhang, Shengru Tie, Qiurui He, Wenyu Wang:
Performance Analysis of the Temperature and Humidity Profiles Retrieval for FY-3D/MWTHS in Arctic Regions. Remote. Sens. 14(22): 5858 (2022) - Chen Jin, Shengru Wang, Guodong Yang, En Li, Zize Liang:
A Review of the Methods on Cobb Angle Measurements for Spinal Curvature. Sensors 22(9): 3258 (2022) - Jean Marie Tshimula, Belkacem Chikhaoui, Shengrui Wang:
Discovering Affinity Relationships between Personality Types. ASONAM 2022: 129-138 - Rongbo Chen, Kunpeng Xu, Jean-Marc Patenaude, Shengrui Wang:
Dynamic Cross-sectional Regime Identification for Financial Market Prediction. COMPSAC 2022: 295-300 - Etienne Gael Tajeuna, Mohamed Bouguessa, Shengrui Wang:
A Longitudinal Study of Customer Electricity Load Profiles. COMPSAC 2022: 289-294 - Jean Marie Tshimula, Sharmistha Gray, Belkacem Chikhaoui, Shengrui Wang:
Emotion Detection in Law Enforcement Interviews. COMPSAC 2022: 468-475 - Rongbo Chen, Mingxuan Sun, Kunpeng Xu, Jean-Marc Patenaude, Shengrui Wang:
Clustering-Based Cross-Sectional Regime Identification for Financial Market Forecasting. DEXA (2) 2022: 3-16 - Kunpeng Xu, Lifei Chen, Shengrui Wang:
Data-driven Kernel Subspace Clustering with Local Manifold Preservation. ICDM (Workshops) 2022: 876-884 - Heng Shi, Belkacem Chikhaoui, Shengrui Wang:
Tree-Based Models for Pain Detection from Biomedical Signals. ICOST 2022: 183-195 - Jean Marie Tshimula, Belkacem Chikhaoui, Shengrui Wang:
Investigating Moral Foundations from Web Trending Topics. NBiS 2022: 193-200 - Jean Marie Tshimula, Belkacem Chikhaoui, Shengrui Wang:
Discovering Affinity Relationships between Personality Types. CoRR abs/2202.10437 (2022)
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