Main » TIST » 2019 »

2019 Volume 10 Issue 5

Anthology ID:

doi dblp
Introduction to the Special Section on Advances in Causal Discovery and Inference
Jiuyong Li | Kun Zhang | Emre Kiciman | Peng Cui

doi dblp
Estimating and Controlling the False Discovery Rate of the PC Algorithm Using Edge-specific P-Values
Eric V. Strobl | Peter L. Spirtes | Shyam Visweswaran

doi dblp
Detecting Causal Relationships in Simulation Models Using Intervention-based Counterfactual Analysis
Benjamin Herd | Simon Miles

doi dblp
Stable Specification Search in Structural Equation Models with Latent Variables
Ridho Rahmadi | Perry Groot | Tom Heskes

doi dblp
Local Learning Approaches for Finding Effects of a Specified Cause and Their Causal Paths
Yue Liu | Zheng Cai | Chunchen Liu | Zhi Geng

doi dblp
Measuring Conditional Independence by Independent Residuals for Causal Discovery
Hao Zhang | Shuigeng Zhou | Jihong Guan | Jun Huan

doi dblp
Toward Accounting for Hidden Common Causes When Inferring Cause and Effect from Observational Data
David Heckerman

doi dblp
BAMB: A Balanced Markov Blanket Discovery Approach to Feature Selection
Zhaolong Ling | Kui Yu | Hao Wang | Lin Liu | Wei Ding | Xindong Wu

doi dblp
Multi-View Fusion with Extreme Learning Machine for Clustering
Yongshan Zhang | Jia Wu | Chuan Zhou | Zhihua Cai | Jian Yang | Philip S. Yu

doi dblp
Take a Look Around: Using Street View and Satellite Images to Estimate House Prices
Stephen Law | Brooks Paige | Chris Russell

doi dblp
Distributed Deep Forest and its Application to Automatic Detection of Cash-Out Fraud
Ya-Lin Zhang | Jun Zhou | Wenhao Zheng | Ji Feng | Longfei Li | Ziqi Liu | Ming Li | Zhiqiang Zhang | Chaochao Chen | Xiaolong Li | Yuan (Alan) Qi | Zhi-Hua Zhou

doi dblp
Correlated Multi-label Classification with Incomplete Label Space and Class Imbalance
Ali Braytee | Wei Liu | Ali Anaissi | Paul J. Kennedy

doi dblp
An Analysis of Approaches Taken in the ACM RecSys Challenge 2018 for Automatic Music Playlist Continuation
Hamed Zamani | Markus Schedl | Paul Lamere | Ching-Wei Chen

doi dblp
RecRules: Recommending IF-THEN Rules for End-User Development
Fulvio Corno | Luigi De Russis | Alberto Monge Roffarello

doi dblp
PlayeRank: Data-driven Performance Evaluation and Player Ranking in Soccer via a Machine Learning Approach
Luca Pappalardo | Paolo Cintia | Paolo Ferragina | Emanuele Massucco | Dino Pedreschi | Fosca Giannotti