1:43:42 Automatic Entity Recognition and Typing from Massive Text Corpora - Part 1 Association for Computing…
1:34:10 Automatic Entity Recognition and Typing from Massive Text Corpora - Part 2 Association for Computing…
26:05 Mining Frequent Itemsets through Progressive Sampling with Rademacher Averages Association for Computing…
18:57 Edge-Weighted Personalized PageRank: Breaking A Decade-Old Performance Barrier Association for Computing…
32:45 MASCOT: Memory-efficient and Accurate Sampling for Counting Local Triangles in Graph Streams Association for Computing…
21:04 Accelerating Dynamic Time Warping Clustering with a Novel Admissible Pruning Strategy Association for Computing…
22:00 PTE: Predictive Text Embedding through Large-scale Heterogeneous Text Networks Association for Computing…
21:41 Optimal Kernel Group Transformation for Exploratory Regression Analysis and Graphics Association for Computing…
20:37 Fast and Memory-Efficient Significant Pattern Mining via Permutation Testing Association for Computing…
18:58 Incorporating World Knowledge to Document Clustering via Heterogeneous Information Networks Association for Computing…
20:35 Using Local Spectral Methods to Robustify Graph-Based Learning Algorithms Association for Computing…
23:58 Scalable Large Near-Clique Detection in Large-Scale Networks via Sampling Association for Computing…
22:00 SEISMIC: A Self-Exciting Point Process Model for Predicting Tweet Popularity Association for Computing…
21:39 Trading Interpretability for Accuracy: Oblique Treed Sparse Additive Models Association for Computing…
14:56 Reducing the Unlabeled Sample Complexity of Semi-Supervised Multi-View Learning Association for Computing…
16:47 Longitudinal LASSO: Jointly Learning Features and Temporal Contingency for Outcome Prediction Association for Computing…
22:15 Dirichlet-Hawkes Processes with Applications to Clustering Continuous-Time Document Streams Association for Computing…
16:57 Beyond Triangles: A Distributed Framework for Estimating 3-profiles of Large Graphs Association for Computing…
1:02:39 Data, Knowledge and Discovery: Machine Learning meets Natural Science Association for Computing…
17:36 Discovery of Glaucoma Progressive Patterns Using Hierarchical MDL-Based Clustering Association for Computing…
18:55 Predictive Approaches for Low-Cost Preventive Medicine Program in Developing Countries Association for Computing…
19:13 Early Prediction of Cardiac Arrest (Code Blue) using Electronic Medical Records Association for Computing…
22:02 Online Topic-based Social Influence Analysis for the Wimbledon Championships Association for Computing…
19:21 On the Reliability of Profile Matching Across Large Online Social Networks Association for Computing…
21:52 From Infrastructure to Culture: A/B Testing Challenges in Large Scale Social Networks Association for Computing…
17:33 Analyzing Invariants in Cyber-Physical Systems using Latent Factor Regression Association for Computing…
20:20 Multi-View Incident Ticket Clustering for Optimal Ticket Dispatching Association for Computing…
18:49 Utilizing Text Mining on Online Medical Forums to Predict Label Change due to Adverse Drug Reactions Association for Computing…
20:48 Generic and Scalable Framework for Automated Time-series Anomaly Detection Association for Computing…
23:58 Intelligible Models for HealthCare: Predicting Pneumonia Risk and Hospital 30-day Readmission Association for Computing…
19:35 Gender and Interest Targeting for Sponsored Post Advertising at Tumblr Association for Computing…
18:27 A Machine Learning Framework to Identify Students at Risk of Adverse Academic Outcomes Association for Computing…
23:46 Learning a Hierarchical Monitoring System for Detecting and Diagnosing Service Issues Association for Computing…
19:25 Predictive Modeling for Public Health: Preventing Childhood Lead Poisoning Association for Computing…
18:54 Performance Modeling and Scalability Optimization of Distributed Deep Learning Systems Association for Computing…
16:22 An Effective Marketing Strategy for Revenue Maximization with a Quantity Constraint Association for Computing…
18:20 Dynamic Topic Modeling for Monitoring Market Competition from Online Text and Image Data Association for Computing…
21:38 An Evaluation of Parallel Eccentricity Estimation Algorithms on Undirected Real-World Graphs Association for Computing…
