University of Illinois Urbana-Champaign

Big Data: Astronomical or genomical?

Stephens, Zachary D.; Lee, Skylar Y.; Faghri, Faraz; Campbell, Roy H.; Zhai, ChengXiang; Efron, Miles J.; Iyer, Ravishankar; Schatz, Michael C.; Sinha, Saurabh; Robinson, Gene E.

TextDive: construction, summarization and exploration of multi-dimensional text corpora

Wang, Qi

DPLearn: an effective but concise learning framework based on discriminative patterns

Tong, Wenzhu

A multi-armed bandit approach for batch mode active learning on information networks

Liao, De

Multi-theme sentiment analysis with sentiment shifting

Yu, Hongkun

Curriculum learning for heterogeneous star network embedding via deep reinforcement learning

Qu, Meng

DWCox: A density-weighted Cox model for outlier-robust prediction of prostate cancer survival

Xiao, Jinfeng

Effective citation recommendation by information network-based clustering

Ren, Xiang

Tissue-guided LASSO for prediction of clinical drug response using preclinical samples

Huang, Edward W.; Bhope, Ameya; Lim, Jing; Sinha, Saurabh; Emad, Amin

DPPred: an effective prediction framework with concise discriminative patterns and its biomedical applications

Shang, Jingbo

Weakly-supervised text classification

Meng, Yu

Functional interpretation of cancer-associated genetic variants

Zhang, Yi

Leveraging multi-dimensional, multi-source knowledge for user preference modeling and event summarization in social media

Wang, Jingjing

Learning a long healthy aging

Faghri, Faraz

Text cube: construction, summarization and mining

Tao, Fangbo

Text mining with word embedding for outlier and sentiment analysis

Zhuang, Honglei

Computational analysis of cis-regulatory mechanisms underlying cellular response to drug perturbations

Hanson, Casey R.