Journal: TKDD

Volume 15, Issue 2

0 -- 0Zhengze Zhou, Giles Hooker. Unbiased Measurement of Feature Importance in Tree-Based Methods
0 -- 0Yi Feng, Chuanyi Li, JiDong Ge, Bin Luo 0003, Vincent Ng. Recommending Statutes: A Portable Method Based on Neural Networks
0 -- 0Yashen Wang, Huanhuan Zhang. HARP: A Novel Hierarchical Attention Model for Relation Prediction
0 -- 0Unai Garciarena, Alexander Mendiburu, Roberto Santana. Towards Automatic Construction of Multi-Network Models for Heterogeneous Multi-Task Learning
0 -- 0Mario Andrés Muñoz, Tao Yan, Matheus R. Leal, Kate Smith-Miles, Ana Carolina Lorena, Gisele L. Pappa, Rômulo Madureira Rodrigues. An Instance Space Analysis of Regression Problems
0 -- 0Chainarong Amornbunchornvej, Navaporn Surasvadi, Anon Plangprasopchok, Suttipong Thajchayapong. Identifying Linear Models in Multi-Resolution Population Data Using Minimum Description Length Principle to Predict Household Income
0 -- 0Chongshou Li, Brenda Cheang, Zhixing Luo, Andrew Lim 0001. An Exponential Factorization Machine with Percentage Error Minimization to Retail Sales Forecasting
0 -- 0Yi Zhu, Lei Li 0002, Xindong Wu 0001. Stacked Convolutional Sparse Auto-Encoders for Representation Learning
0 -- 0Georg Steinbuss, Klemens Böhm. Generating Artificial Outliers in the Absence of Genuine Ones - A Survey
0 -- 0Radim Belohlávek, Martin Trnecka. The 8M Algorithm from Today's Perspective
0 -- 0Aindrila Ghosh, Mona Nashaat, James Miller 0001, Shaikh Quader. Context-Based Evaluation of Dimensionality Reduction Algorithms - Experiments and Statistical Significance Analysis
0 -- 0Michele Coscia. Noise Corrected Sampling of Online Social Networks
0 -- 0Shikang Liu, Fatemeh Vahedian, David Hachen, Omar Lizardo, Christian Poellabauer, Aaron Striegel, Tijana Milenkovic. Heterogeneous Network Approach to Predict Individuals' Mental Health
0 -- 0En Xu, Zhiwen Yu 0001, Bin Guo 0001, Helei Cui. Core Interest Network for Click-Through Rate Prediction
0 -- 0Bin Sun, Dehui Kong, Shaofan Wang, Lichun Wang 0002, Baocai Yin. Joint Transferable Dictionary Learning and View Adaptation for Multi-view Human Action Recognition
0 -- 0Andrea Rossi 0002, Denilson Barbosa, Donatella Firmani, Antonio Matinata, Paolo Merialdo. Knowledge Graph Embedding for Link Prediction: A Comparative Analysis
0 -- 0Matthew Almeida, Yong Zhuang, Wei Ding 0003, Scott E. Crouter, Ping Chen 0001. Mitigating Class-Boundary Label Uncertainty to Reduce Both Model Bias and Variance
0 -- 0Kafeng Wang, Haoyi Xiong, Jiang Bian 0003, Zhanxing Zhu, Qian Gao, Zhishan Guo, Cheng-Zhong Xu 0001, Jun Huan, Dejing Dou. Sampling Sparse Representations with Randomized Measurement Langevin Dynamics
0 -- 0Dawei Zhou, Si Zhang, Mehmet Yigit Yildirim, Scott Alcorn, Hanghang Tong, Hasan Davulcu, Jingrui He. High-Order Structure Exploration on Massive Graphs: A Local Graph Clustering Perspective
0 -- 0Youcef Djenouri, Djamel Djenouri, Jerry Chun-Wei Lin. Trajectory Outlier Detection: New Problems and Solutions for Smart Cities