Aug 12, 2017 
120 videos 
23rd ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), Halifax 2017
KDD 2017, a premier interdisciplinary conference, brings together researchers and practitioners from data science, data mining, knowledge discovery, large-scale data analytics, and big data.
Opening Ceremony & Innovation Award Talk
KDD 2017 Opening Session
Oct 9, 2017 1333 views
Keynote Talks
What’s Fair?
Oct 9, 2017 964 views
Three Principles of Data Science: Predictability, Stability, and Computability
Oct 9, 2017 1011 views
KDD Business Lunch
KDD Business Lunch
Oct 9, 2017 1195 views
SIGKDD Dissertation Award
Mining Large Multi-Aspect Data: Algorithms and Applications
Oct 9, 2017 1167 views
Local Modeling of Attributed Graphs: Algorithms and Applications
Oct 9, 2017 1640 views
User Behavior Modeling with Large-Scale Graph Analysis
Oct 9, 2017 1231 views
KDD Panel: The Future of Artificially Intelligent Assistants
The Future of Artificially Intelligent Assistants
Oct 9, 2017 1435 views
Applied Data Science Session: Platforms and Infrastructure
Developing a Comprehensive Framework for Multimodal Feature Extraction
Oct 9, 2017 1149 views
TFX: A TensorFlow-Based Production-Scale Machine Learning Platform
Oct 9, 2017 1239 views
Google Vizier: A Service for BlackBox Optimization
Oct 9, 2017 1419 views
FLAP: An End-to-End Event Log Analysis Platform for System Management
Oct 9, 2017 948 views
KunPeng: Parameter Server based Distributed Learning Systems and Its Application...
Oct 9, 2017 1110 views
Applied Data Science Track Session: Novel Applications
Luck is Hard to Beat: The Difficulty of Sports Prediction
Oct 9, 2017 1141 views
PNP: Fast Path Ensemble Method for Movie Design
Oct 9, 2017 1042 views
Deep Choice Model Using Pointer Networks for Airline Itinerary Prediction
Oct 9, 2017 1072 views
DeepSD: Generating High Resolution Climate Change Projections through Single Ima...
Oct 9, 2017 1429 views
Not All Passes Are Created Equal:" Objectively Measuring The Risk and Reward of ...
Oct 9, 2017 1085 views
Applied Data Science Track Session: Medical Data
Prognosis and Diagnosis of Parkinson’s Disease Using Multi-Task Learning
Oct 9, 2017 726 views
MARAS: Signaling Multi-Drug Adverse Reactions
Oct 9, 2017 1079 views
Pharmacovigilance via Baseline Regularization with Large-Scale Longitudinal Obse...
Oct 9, 2017 937 views
Applied Data Science Session: Networks and Graphs
Estimation of Recent Ancestral Origins of Individuals on a Large Scale
Oct 9, 2017 956 views
A Century of Science: Globalization of Scientific Collaborations, Citations, and...
Oct 9, 2017 1009 views
HinDroid: An Intelligent Android Malware Detection System Based on Structured He...
Oct 9, 2017 1261 views
FIRST: Fast Interactive Attributed Subgraph Matching
Oct 9, 2017 1076 views
MOLIERE: Automatic Biomedical Hypothesis Generation System
Oct 9, 2017 967 views
Applied Data Science Track Session: Novel Applications 2
Backpage and Bitcoin: Uncovering Human Traffickers
Oct 9, 2017 1192 views
Quick Access: Building a Smart Experience for Google Drive
Oct 9, 2017 1069 views
A Data Mining Framework for Valuing Large Portfolios of Variable Annuities
Oct 9, 2017 1031 views
A Data Science Approach to Understanding Residential Water Contamination in Flin...
Oct 9, 2017 899 views
Compass: Spatio Temporal Sentiment Analysis of US Election
Oct 9, 2017 997 views
Applied Data Science Track Session: Urban Planning
A Quasi-experimental Estimate of the Impact of P2P Transportation Platforms on U...
Oct 9, 2017 963 views
No Longer Sleeping with a Bomb: A Duet System for Protecting Urban Safety from D...
Oct 9, 2017 1176 views
The Simpler The Better: A Unified Approach to Predicting Original Taxi Demands b...
Oct 9, 2017 1225 views
Using Convolutional Networks and Satellite Imagery to Identify Patterns in Urban...
Oct 9, 2017 1127 views
Planning Bike Lanes based on SharingBikes' Trajectories
Oct 9, 2017 1209 views
Applied Data Science Session: Web Applications
A Dirty Dozen: Twelve Common Metric Interpretation Pitfalls in Online Controlled...
Oct 9, 2017 1024 views
Peeking at A/B Tests: Why it matters, and what to do about it
Oct 9, 2017 1277 views
LiJAR: A System for Job Application Redistribution towards Efficient Career Mark...
Oct 9, 2017 1107 views
Cascade Ranking for Operational Ecommerce Search
Oct 9, 2017 1020 views
A Practical Exploration System for Search Advertising
Oct 9, 2017 1065 views
Research Track Session: Kernels and Sketches
A Minimal Variance Estimator for the Cardinality of Big Data Set Intersection
Oct 9, 2017 906 views
HyperLogLog Hyperextended: Sketches for Concave Sublinear Frequency Statistics
Oct 9, 2017 913 views
Coresets for Kernel Regression
Oct 9, 2017 982 views
Communication-Efficient Distributed Block Minimization for Nonlinear Kernel Mac...
Oct 9, 2017 966 views
Research Track Session: Temporal Analysis
Toeplitz Inverse Covariance-Based Clustering of Multivariate Time Series Data
Oct 9, 2017 1222 views
TrioVecEvent: Embedding-Based Online Local Event Detection in Geo-Tagged Tweet S...
Oct 9, 2017 1146 views
Matrix Profile V: A Generic Technique to Incorporate Domain Knowledge into Motif...
Oct 9, 2017 1083 views
Effective and Real-time In-App Activity Analysis in Encrypted Internet Traffic S...
Oct 9, 2017 1256 views
Contextual Motifs: Increasing the Utility of Motifs using Contextual Data
Oct 9, 2017 908 views
Research Track Session: Graphs I
Fast Enumeration of Large kPlexes
Oct 9, 2017 949 views
Improved Degree Bounds and Full Spectrum Power Laws in Preferential Attachment N...
Oct 9, 2017 1019 views
On Finding Socially Tenuous Groups for Online Social Networks
Oct 9, 2017 904 views
A Local Algorithm for StructurePreserving Graph Cut
Oct 9, 2017 1030 views
Research Track Session: Supervised Learning I
Interpretable Predictions of Tree-based Ensembles via Actionable Feature Tweakin...
Oct 9, 2017 896 views
Learning Certifiably Optimal Rule Lists for Categorical Data
Oct 9, 2017 1163 views
Similarity Forests
Oct 9, 2017 1132 views
AnnexML: Approximate Nearest Neighbor Search for Extreme Multilabel Classificat...
Oct 9, 2017 1143 views
PPDsparse: A Parallel Primal-Dual Sparse Method for Extreme Classification
Oct 9, 2017 1098 views
Research Track Session: Deep Learning
Anomaly Detection with Robust Deep Autoencoders
Oct 9, 2017 1835 views
Patient Subtyping via Time-Aware LSTM Network
Oct 9, 2017 1232 views
Collaborative Variational Autoencoder for Recommender Systems
Oct 9, 2017 1264 views
KATE: K-Competitive Autoencoder for Text
Oct 9, 2017 1071 views
Scalable and Sustainable Deep Learning via Randomized Hashing
Oct 9, 2017 972 views
Research Track Session: Graphs II
Weisfeiler-Lehman Neural Machine for Link Prediction
Oct 9, 2017 1392 views
Network Inference via the TimeVarying Graphical Lasso
Oct 9, 2017 1027 views
Long Short Memory Process: Modeling Growth Dynamics of Microscopic Social Connec...
Oct 10, 2017 1344 views
PReP: PathBased Relevance from a Probabilistic Perspective in Heterogeneous Inf...
Oct 9, 2017 967 views
Research Track Session: Methodology
Randomized Feature Engineering as a Fast and Accurate Alternative to Kernel Meth...
Oct 9, 2017 928 views
The Selective Labels Problem: Evaluating Algorithmic Predictions in the Presence...
Oct 9, 2017 964 views
Groups-Keeping Solution Path Algorithm for Sparse Regression with Automatic Feat...
Oct 9, 2017 1054 views
Discovering Reliable Approximate Functional Dependencies
Oct 9, 2017 909 views
Constructivism Learning: A Learning Paradigm for Transparent Predictive Analytic...
Oct 9, 2017 1097 views
Research Track Session: Representations
EmbedJoin: Efficient Edit Similarity Joins via Embeddings
Oct 9, 2017 925 views
Collaboratively Improving Topic Discovery and Word Embeddings by Coordinating Gl...
Oct 9, 2017 1120 views
Efficient Correlated Topic Modeling with Topic Embedding
Oct 9, 2017 1055 views
Struc2vec: Learning Node Representations from Structural Identity
Oct 9, 2017 1467 views
Research Track Session: Matrices
Multi-Aspect Streaming Tensor Completion
Oct 9, 2017 941 views
Randomization or Condensation? LinearCost Matrix Sketching Via Cascaded Compres...
Oct 9, 2017 1003 views
Discrete Content-aware Matrix Factorization
Oct 9, 2017 1184 views
Unsupervised Network Discovery for Brain Imaging Data
Oct 9, 2017 1042 views
SPARTan: Scalable PARAFAC2 for Large & Sparse Data
Oct 9, 2017 924 views
Research Track Session: Clustering
Local Higher-Order Graph Clustering
Oct 9, 2017 1228 views
Clustering Individual Transactional Data for Masses of Users
Oct 9, 2017 955 views
An Online Hierarchical Algorithm for Extreme Clustering
Oct 9, 2017 1306 views
Ego-splitting Framework: from Non-Overlapping to Overlapping Clusters
Oct 9, 2017 943 views
Research Track Session: Supervised Learning II
Functional Annotation of Human Protein Coding Isoforms via Nonconvex MultiInst...
Oct 9, 2017 1312 views
Structural Deep Brain Network Mining
Oct 9, 2017 1305 views
Is the Whole Greater Than the Sum of Its Parts?
Oct 9, 2017 1318 views
Deep Embedding Forest: Forestbased Serving with Deep Embedding Features
Oct 9, 2017 1405 views
Estimating Treatment Effect in the Wild via Differentiated Confounder Balancing
Oct 9, 2017 1192 views
Research Track Session: Humans and Crowds
The Co-Evolution Model for Social Network Evolving and Opinion Migration
Oct 9, 2017 1080 views
Accelerating Innovation Through Analogy Mining
Oct 9, 2017 1152 views
Robust Top-k Multiclass SVM for Visual Category Recognition
Oct 9, 2017 1015 views
Human Mobility Synchronization and Trip Purpose Detection with Mixture of Hawkes...
Oct 9, 2017 1117 views
Tracking the Dynamics in Crowdfunding
Oct 9, 2017 1078 views
Research Track Session: Recommenders
HoORaYs: Highorder Optimization of Rating Distance for Recommender Systems
Oct 9, 2017 1038 views
Unsupervised P2P Rental Recommendations via Integer Programming
Oct 9, 2017 967 views
Large-scale Collaborative Ranking in Near-Linear Time
Oct 9, 2017 1125 views
Meta-Graph Based Recommendation Fusion over Heterogeneous Information Networks
Oct 9, 2017 1160 views
Online Ranking with Constraints: A Primal-Dual Algorithm and Applications to We...
Oct 9, 2017 973 views
Applied Data Science Invited Session: Understanding Behavior with Data Science
It Takes More than Math and Engineering to Hit the Bullseye with Data
Oct 9, 2017 833 views
Mining Big Data in NeuroGenetics to Understand Muscular Dystrophy
Oct 9, 2017 905 views
Talk with Mohak Shah
Oct 9, 2017 1004 views
Applied Data Science Invited Session: Applied Machine Learning
Industrial Machine Learning
Oct 9, 2017 1022 views
Behavior Informatics to Discover Behavior Insight for Active and Tailored Client...
Oct 9, 2017 1099 views
Designing AI at Scale to Power Everyday Life
Oct 9, 2017 967 views
Applied Data Science Invited Session: Intelligent Systems and Data Science
Planning and Learning under Uncertainty: Theory and Practice
Oct 9, 2017 953 views
Spaceborne Data Enters the Mainstream
Oct 9, 2017 945 views
Big Data in Climate: Opportunities and Challenges for Machine Learning
Oct 9, 2017 1138 views
Applied Data Science Invited Session: Management and Benchmarks
More than the Sum of its Parts: Building Domino Data Lab
Oct 9, 2017 939 views
Machine Learning Software in Practice: Quo Vadis?
Oct 9, 2017 2334 views
Applied Data Science Invited Session: Panel on Benchmarks and Process Management in Data
Benchmarks and Process Management in Data Science: Will We Ever Get Over this Me...
Oct 9, 2017 2518 views
Hands-On Tutorials
Massive Online Analytics
Nov 14, 2017 1080 views
Amazon Web Services & MxNET
Nov 14, 2017 1772 views
META: A Unifying Framework for the Management and Analysis of Text Data
Nov 14, 2017 1131 views
Using R for Scalable Data Science: Single Machines to Hadoop Spark Clusters
Nov 14, 2017 1313 views
Declarative, Large-Scale Machine Learning with Apache SystemML
Nov 14, 2017 839 views
Cloud-based Data Mining Tools for Storage, Distributed Processing, and Machine L...
Nov 14, 2017 1115 views
KDD 2017 Closing Session
KDD 2017 Closing Session
Oct 9, 2017 1440 views