KDD 2016 Workshops
166 Videos · Aug 14, 2016
About
The purpose of the workshops is to provide an opportunity for participants from academia, industry, government and other related parties to present and discuss novel ideas on current and emerging topics relevant to knowledge discovery and data mining.
Videos
5th International Workshop on Big Data, Streams and Heterogeneous Source Mining
Exact and Estimation of Local Edgecentric Graphlet Counts
Oct 12, 2016 1129 views
Contextual embedding for distributed representations of entities in a text corpu...
Oct 12, 2016 993 views
A Sublinear, Massive-scale Look-alike Audience Extension System
Oct 12, 2016 1127 views
Disease Propagation in Social Networks: A Novel Study of Infection Genesis and S...
Oct 12, 2016 1159 views
From Practice to Theory in Learning from Massive Data
Oct 12, 2016 1192 views
Inside the Atoms: Mining a Network of Networks and Beyond
Oct 12, 2016 1386 views
Large Scale CVR Prediction through Dynamic Transfer Learning of Global and Local...
Oct 12, 2016 1127 views
Scalable SDE Filtering and Inference with Apache Spark
Oct 12, 2016 1125 views
FPGASVM: A Framework for Accelerating Kernelized Support Vector Machine Training...
Oct 12, 2016 1348 views
Foundations for Scaling ML in Apache Spark
Oct 12, 2016 1230 views
Workshop on Causal Discovery
Evaluating Causal Models by Comparing Interventional Distributions
Oct 12, 2016 1231 views
Identifiability and Transportability in Dynamic Causal Networks
Oct 12, 2016 1017 views
Foundations of Causal Discovery
Oct 12, 2016 1506 views
Identifiability of Non-Gaussian Structural VAR Models for Subsampled and Mixed ...
Oct 12, 2016 1171 views
Joint Probabilistic Inference of Causal Structure
Oct 12, 2016 1136 views
12th International Workshop on Mining and Learning with Graphs
Scaling Overlapping Clustering
Oct 12, 2016 942 views
Paper Spotlights 1
Oct 12, 2016 635 views
Exploiting the Computation Graph for Large Scale Distributed Machine Learning
Oct 12, 2016 1332 views
Correctly Modeling Networks
Oct 12, 2016 999 views
Measuring Graph Proximity with Blink Model
Oct 12, 2016 1102 views
Incremental Method for Spectral Clustering of Increasing Orders
Oct 12, 2016 1176 views
Node Representation in Mining Heterogeneous Information Networks
Oct 12, 2016 1927 views
Serving a Billion Personalized News Feeds
Oct 12, 2016 2481 views
Paper Spotlights 2
Oct 12, 2016 815 views
Statistical Methods for Modeling Network Distributions
Oct 12, 2016 1261 views
Communities and Anomalies in Attributed Networks
Oct 12, 2016 1423 views
Distance-Based Influence in Networks: Computation and Maximization
Oct 12, 2016 1053 views
Workshop on Large Scale Sports Analytics Objectives
Making an Idea Machine: Modular Architecture for a Scaleable Exploratory Data An...
Oct 12, 2016 1061 views
Recognizing and Analyzing Ball Screen Defense in the NBA
Oct 12, 2016 1073 views
Poster Spotlight 1
Oct 12, 2016 613 views
Computational Video for Sports: Challenges for Large Scale Data Analysis
Oct 12, 2016 1113 views
Poster Spotlight 2
Oct 12, 2016 23 views
AI in Sport: What does it mean and how will it change sport in the future?
Oct 12, 2016 1188 views
Gameplay First: Data Science at Blizzard Entertainment
Oct 12, 2016 1525 views
Workshop on Machine Learning for Large Scale Transportation Systems
A Generative Model of Urban Activities from Cellular Data
Oct 12, 2016 1338 views
Improving Demand Prediction in Bike Sharing System by Learning Global Features
Oct 12, 2016 1625 views
Bayesian optimization and its applications for autonomous vehicles
Oct 12, 2016 1421 views
Panel on Machine Learning for Large Scale Transportation Systems
Oct 12, 2016 1317 views
Online Traffic Speed Forecasting Considering Multiple Periodicities and Complex ...
Oct 12, 2016 1130 views
Deep learning for driving detection on mobile phones
Oct 12, 2016 1321 views
1st International Workshop on Machine Learning Meets Fashion
Recommendation and Opinion Mining with Visual Signals
Oct 12, 2016 1320 views
Making fashion recommendations with human-in-the-loop machine learning
Oct 12, 2016 1350 views
Joint multi-modal representations for e-commerce catalog search driven by visual...
Oct 12, 2016 1331 views
Visual Product Discovery
Oct 12, 2016 1215 views
Detection of fashion trends and seasonal cycles through the analysis of implicit...
Oct 12, 2016 1338 views
Fashion DNA: Merging Content and Sales Data for Recommendation and Article Mappi...
Oct 12, 2016 1170 views
Challenges of quantifying fashion data: creativity, art and emotions
Oct 12, 2016 1283 views
Decoding Fashion Contexts Using Word Embeddings
Oct 12, 2016 1248 views
2nd SIGKDD Workshop on Mining and Learning from Time Series
Dynamic Processes over Information Networks Representation, Modeling, Learning a...
Oct 12, 2016 1232 views
Evaluating Improvements to the Shapelet Transform
Oct 12, 2016 1180 views
Parallel News-Article Traffic Forecasting with ADMM
Oct 12, 2016 1137 views
On the Effect of Endpoints on Dynamic Time Warping
Oct 12, 2016 1192 views
New Time Series Methods for Flu Forecasting
Oct 12, 2016 1143 views
Short-term Time Series Forecasting with Regression Automata
Oct 12, 2016 1042 views
Scalable Clustering of Correlated Time Series using Expectation Propagation
Oct 12, 2016 1160 views
Sparse plus low-rank graphical models of time series for functional connectivity...
Oct 12, 2016 1170 views
Time Lag Concerned Dynamic Dependency Network Structure Learning
Oct 12, 2016 1122 views
Stream Data Mining: A Big Data Perspective
Oct 12, 2016 1415 views
Space-Time Clustering with Stability Probe while Riding Downhill
Oct 12, 2016 1137 views
Granger Causality Networks for Categorical Time Series
Oct 12, 2016 1395 views
Using Time Series Techniques to Forecast and Analyze Wake and Sleep Behavior
Oct 12, 2016 1170 views
The Great Time Series Classification Bake Off: An Experimental Evaluation of Rec...
Oct 12, 2016 1332 views
KDD Cup 2016 Workshop
What’s Next?
Oct 25, 2016 1053 views
Winners Panel
Oct 25, 2016 1043 views
Finding Influential Institutions in Bibliographic Information Networks
Oct 25, 2016 975 views
Organizer’s Report
Oct 25, 2016 1143 views
Regressing to Regression - Predicting Conference Paper Acceptance
Oct 25, 2016 1063 views
Ranking Research Institutions Based On Relative Academic Conferences
Oct 25, 2016 1076 views
Predicting Institution-Level Paper Acceptance at Conferences
Oct 25, 2016 949 views
Prediction of Research Impact
Oct 25, 2016 4399 views
Bibliometric Ranking of Research Institutions
Oct 25, 2016 1161 views
Ranking academic institutions on potential paper acceptance in upcoming conferen...
Oct 25, 2016 1025 views
Predicting the future relevance of research institutions
Oct 25, 2016 1088 views
Feature Engineering and Ensemble Modeling for Paper Acceptance Rank Prediction
Oct 25, 2016 1319 views
Heterogenous Graph Mining for Measuring the Impact of Research Institutions
Oct 25, 2016 1239 views
A Simple Method to Predict Affiliation Ranking in KDDCup 2016
Oct 25, 2016 993 views
5th International Workshop on Urban Computing
On the Dominant Role of Returners’ Human Mobility Networks on Urban Energy Consu...
Oct 25, 2016 1101 views
An Active Learning Framework Incorporating User Input For Mining Urban Data
Oct 25, 2016 979 views
Toward Semantic Understanding of Mobility Data
Oct 25, 2016 1223 views
Robustness and Resilience of cities around the world
Oct 25, 2016 1147 views
Urban Simulation and Visualization
Oct 25, 2016 963 views
Disaggregating Appliance-Level Energy Consumption: A Probabilistic Framework
Oct 25, 2016 974 views
CityBES: A Web-based Platform to Support City-Scale Building Energy Efficiency ...
Oct 25, 2016 1118 views
Urban Computing: Using Big Data to Sovle Urban Challenges Spearker
Oct 25, 2016 1101 views
Monitoring Manhattan's traffic from 5 cameras?
Oct 25, 2016 985 views
Estimating Evacuation Hotspots using GPS data: What happened after the large ear...
Oct 25, 2016 1058 views
Personalised Recommendations for Modes of Transport: A Sequence-based Approach
Dec 20, 2016 1073 views
Distributed Learning Dynamics Convergence in Routing Games
Oct 25, 2016 1113 views
Reducing Inefficiencies in Taxi Systems
Oct 25, 2016 1025 views
Byproducts of Urban Infrastructure Interfaces: Evidence from Parking Compliance
Oct 25, 2016 1159 views
Workshop on Enterprise Intelligence
Enterprise Intelligence: Putting the pieces together
Oct 25, 2016 975 views
Rediscovering your customer base using web mining
Oct 25, 2016 867 views
A Unified Inference Framework for Enterprise Users: From Data Storage to Mail
Oct 25, 2016 1160 views
Towards Data Quality Assessment in Online Advertising
Oct 25, 2016 995 views
Panel on Enterprise Intelligence
Oct 25, 2016 1135 views
Multi-label classification and analysis of customer complaint logs
Oct 25, 2016 962 views
Three tools for human in the loop data science
Oct 25, 2016 1088 views
Attribute Extraction from Product Titles in eCommerce
Oct 25, 2016 1345 views
Automated analytics: the organizational impact of analytics-as-a-service
Oct 25, 2016 945 views
15th International Workshop on Data Mining in Bioinformatics
Deep‐Learning: Investigating feed‐forward Deep Neural Networks hyper‐parameters ...
Oct 25, 2016 1341 views
Discovery of Functional Motifs from the Interface Region of Oligomeric Proteins ...
Oct 25, 2016 1208 views
Deep Learning for Connectomicss
Oct 25, 2016 1269 views
Multi-Task Label Propagation with Dissimilarity Measures
Oct 25, 2016 1013 views
Multiple network alignment via multiMAGNA++
Oct 25, 2016 1035 views
Workshop on Issues of Sentiment Discovery and Opinion Mining
Improving Sentiment Classification of Social Media Posts through Data Refinement...
Nov 7, 2016 1106 views
Actionable and Political Text Classification Using Word Embeddings and LSTM
Nov 7, 2016 1078 views
Social Influence and Sentiment Analysis
Nov 7, 2016 1199 views
AnonyMine: Mining anonymous social media posts using psycho-lingual and crowd-so...
Nov 7, 2016 1056 views
Predicting Trust Relations Among Users in a Social Network: The Role of Influenc...
Nov 7, 2016 1765 views
1st ACM SIGKDD Workshop on Machine Learning for Prognostics and Health Management
Temporal Learning in Video Data Using Deep Learning and Gaussian Processes
Nov 7, 2016 1359 views
A Classifier Development Process for Mechanical Health Diagnostics on US Army R...
Nov 7, 2016 1002 views
Prognostics of Combustion Instabilities from Hi-speed Flame Video using A Deep C...
Nov 7, 2016 1333 views
Custom Large-Scale Application Management for Verizon Use Cases
Nov 7, 2016 1112 views
Bridging the gap between domain experts and machine learning
Nov 7, 2016 1729 views
Applying Deep Learning for Prognostic Health Monitoring of Aerospace and Buildin...
Nov 7, 2016 1750 views
Sequential Hypothesis Tests for Markov Models of Time-Series Data
Nov 7, 2016 2018 views
A Framework of Combining Deep Learning and Survival Analysis for Asset Health Ma...
Nov 7, 2016 1327 views
Multi-Sensor Prognostics using an Unsupervised Health Index based on an LSTM Enc...
Nov 7, 2016 1384 views
Activity Recognition in Prognostics and Health Monitoring (PHM) Related Service ...
Nov 7, 2016 1119 views
Workshop on Large-Scale Deep Learning for Data Mining
Effective Auto-Encoder for Unsupervised Sparse Representation
Nov 7, 2016 1019 views
Learning Multi-Layer Coarse-to-Fine Representations for Over 10,000 Image Catego...
Nov 7, 2016 977 views
Film2Vec: A Feature-based Film Distributed Representation for Rating Prediction
Nov 7, 2016 991 views
Long-term face tracking in the wild using deep learning
Nov 7, 2016 1197 views
Improving Deep Neural Network Design for New Text Data Representations
Nov 7, 2016 1094 views
Applying Deep Learning to Improve Maritime Situational Awareness
Nov 7, 2016 1167 views
Two Types of Big Data and Three Styles of Deep Learning for AI Applications
Nov 7, 2016 1151 views
Deep Learning for Financial Sentiment Analysis
Nov 7, 2016 1356 views
Leveraging Multi-Layer Deep Features for Large-Scale Visual Recognition
Nov 7, 2016 968 views
Deep Learning for Chemical Compound Stability Prediction
Nov 7, 2016 1153 views
Contextual LSTM (CLSTM) models for Large-scale NLP tasks
Nov 7, 2016 1488 views
Workshop on Outlier Definition, Detection, and Description On-Demand
Generating Local Explanations of Network Anomalies via Score Decomposition
Nov 7, 2016 1068 views
Detection of Cyber-Physical Faults and Intrusions from Physical Correlations
Nov 7, 2016 988 views
Beauty and Brains: Detecting Anomalous Pattern Co-Occurrences
Nov 7, 2016 948 views
Fast and Accurate Kmeans Clustering with Outliers
Nov 7, 2016 1234 views
Interpretable Anomaly Detection for Monitoring of High Performance Computing Sys...
Nov 7, 2016 1139 views
Moving from Anomalies to Known Phenomena
Nov 7, 2016 1008 views
Dealing with Class Imbalance using Thresholding
Nov 7, 2016 1298 views
Workshop on Data Science for Food, Energy and Water
Fast, automated identification of tassels: Bag-of-features, graph algorithms and...
Nov 7, 2016 1230 views
Estimating Phenotypic Traits From UAV Based RGB Imagery
Nov 7, 2016 1075 views
A Knowledge Ecosystem for the Food, Energy, and Water System
Nov 7, 2016 820 views
SmartFarm: Improving Agriculture Sustainability Using Modern Information Technol...
Nov 7, 2016 1032 views
An end-to-end convolutional selective autoencoder approach to Soybean Cyst Nemat...
Nov 7, 2016 1128 views
Plantation Mapping in Southeast Asia
Nov 7, 2016 1009 views
A Bayesian Network approach to County-Level Corn Yield Prediction using historic...
Nov 7, 2016 940 views
Towards an interdisciplinary Community intersecting Data Science with Food, Ener...
Nov 7, 2016 1355 views
Automated Vegetative Stage Phenotyping Analysis of Maize Plants using Visible Li...
Nov 7, 2016 1136 views
Predictive Modeling of Sorghum Phenotypes with Airborne Image Features
Nov 7, 2016 920 views
Automated Sorghum Phenotyping and Trait Development Platform
Nov 7, 2016 984 views
What spins the turbine? Finding spatial climate precursors of hydro-lake inflows...
Nov 7, 2016 1005 views
Satellite Image Analytics, Land Change and Food Security
Nov 7, 2016 905 views
Poster session
Nov 7, 2016 708 views
Modeling the Food-Energy-Water Nexus in Critical Biodiverse Landscapes: A Case S...
Nov 7, 2016 1105 views
How Much Water Does Turf Removal Save? Applying Bayesian Structural Time-Series ...
Nov 7, 2016 951 views
Opportunities and Challenges for Remote Sensing in Agricultural Applications of ...
Nov 7, 2016 1228 views
Predictive Phenomics of Plants
Nov 7, 2016 1005 views
Workshop on Interactive Data Exploration and Analytics
On the Intuitiveness of Common Discretization Methods
Nov 7, 2016 962 views
Visual Quality Assessment of Subspace Clusterings
Nov 7, 2016 933 views
Clustrophile: A Tool for Visual Clustering Analysis
Nov 7, 2016 1085 views
Interacting with Predictions: Visual Inspection of Black-box Machine Learning Mo...
Nov 7, 2016 1031 views
Direct-Manipulation Visualization of Deep Networks
Nov 7, 2016 987 views
Clustering with a Reject Option: Interactive Clustering as Bayesian Prior Elicit...
Nov 7, 2016 992 views
At Last! Time Series Joins, Motifs, Discords and Shapelets at Interactive Speeds
Nov 7, 2016 1448 views
Regression Location and Scale Estimation with Application to Censoring Slides
Nov 7, 2016 1069 views
Expressive Query Construction through Direct Manipulation of Nested Relational R...
Nov 7, 2016 968 views
Better Machine Learning Through Data
Nov 7, 2016 1756 views
Predictive Interaction
Nov 7, 2016 936 views