About
KDD 2016, a premier interdisciplinary conference, brings together researchers and practitioners from data science, data mining, knowledge discovery, large-scale data analytics, and big data.
Videos
Opening Ceremony

A Big Data Perspective
Oct 5, 2016
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1754 views

Award Ceremony
Oct 5, 2016
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3209 views

Opening Ceremony
Sep 28, 2016
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1789 views
Keynote Talks

A VC View of Investing in ML
Aug 31, 2016
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2380 views

Learning to learn and compositionality with deep recurrent neural networks
Aug 31, 2016
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7156 views

Graphons and Machine Learning: Modeling and Estimation of Sparse Massive Network...
Aug 31, 2016
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3478 views

The Evolving Meaning of Information Security
Aug 31, 2016
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1742 views

People, Computers, and The Hot Mess of Real Data
Aug 31, 2016
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2220 views
Plenary Panel

Is Deep Learning the New 42?
Aug 31, 2016
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10199 views
Applied Data Science Invited Talks

Bayesian Optimization and Embedded Learning Systems
Sep 5, 2016
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1823 views

Computational Social Science: Exciting Progress and Future Challenges
Sep 5, 2016
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1670 views

Democratizing Consumer Identity: Data Science’s Answer to Facebook
Sep 5, 2016
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1424 views

Large Scale Machine Learning at Verizon: Theory and Applications
Sep 5, 2016
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2521 views

Big Data Tools and Solutions: The Myths and the Reality
Sep 5, 2016
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1737 views

Can You Teach The Elephant To Dance? AKA: Culture Eats Data Science for Breakfas...
Sep 5, 2016
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1601 views

The Wisdom of Crowds: Best Practices for Data Prep & Machine Learning derived fr...
Sep 5, 2016
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1762 views

The Dirty Little Secret of Enterprise Data
Sep 5, 2016
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1445 views

It’s About Time
Sep 5, 2016
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1512 views

Accelerating the Race to Autonomous Cars
Sep 5, 2016
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1541 views

Big Data Needs Big Dreamers: Lessons from successful Big Data investors
Sep 5, 2016
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1582 views

Learning Sparse Models at Scale
Sep 5, 2016
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1448 views

How Machine Learning has Finally Solved Wanamaker’s Dilemma
Sep 5, 2016
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1518 views
Tutorials

Extracting Optimal Performance From Dynamic Time Warping
Sep 9, 2016
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3411 views

Business Applications of Predicitive Modeling at Scale
Sep 9, 2016
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2040 views

Mining Reliable Information from Passively and Actively Crowdsourced Data
Sep 9, 2016
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2409 views

Scalable Learning of Graphical Models
Sep 9, 2016
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1974 views

Collective Sensemaking via Social Sensors: Extracting, Profiling, Analyzing, and...
Sep 9, 2016
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2208 views

Algorithmic Bias: From Discrimination Discovery to Fairness-Aware Data Mining
Sep 9, 2016
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2280 views

Healthcare Data Mining with Matrix Models
Sep 9, 2016
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2400 views

Leveraging Propagation for Data Mining: Models, Algorithms and Applications
Sep 9, 2016
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2104 views

IoT Big Data Stream Mining
Sep 9, 2016
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2405 views

Lifelong Machine Learning and Computer Reading the Web
Sep 9, 2016
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2454 views
Hands-On Tutorials

Scalable R on Spark
Sep 16, 2016
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3399 views

MXNet
Sep 16, 2016
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2265 views

Introduction to Spark 2.0
Sep 16, 2016
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2376 views

Getting Started with Amazon Web Services Bootcamp
Sep 16, 2016
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1471 views

Building Recommender Systems using Photon ML
Sep 16, 2016
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3766 views

Streaming Analytics
Sep 16, 2016
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1665 views

Big Natural Language Data Processing
Sep 16, 2016
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1644 views

CNTK - Microsoft’s open-source deep-learning toolkit
Sep 16, 2016
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3834 views
Applied Data Science Session: Social Good - I

Firebird: Predicting Fire Risk and Prioritizing Fire Inspections in Atlanta
Sep 22, 2016
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1732 views

Aircraft Trajectory Prediction made easy with Predictive Analytics
Sep 22, 2016
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1504 views

Identifying Police Officers at Risk of Adverse Events
Sep 22, 2016
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1498 views

Catch Me If You Can: Detecting Pickpocket Suspects from Large-Scale Transit Reco...
Sep 22, 2016
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1428 views

Dynamic and Robust Wildfire Risk Prediction System: An Unsupervised Approach
Sep 22, 2016
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1135 views
Applied Data Science Session: Recommendations and Ranking

Contextual Intent Tracking for Personal Assistants
Sep 22, 2016
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1653 views

An Empirical Study on Recommendation with Multiple Types of Feedback
Sep 22, 2016
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1525 views

Minimizing Legal Exposure for High-Tech Companies through Collaborative Filterin...
Sep 22, 2016
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1253 views

Collaborative Knowledge Base Embedding for Recommender Systems
Sep 22, 2016
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1869 views

Ranking Relevance in Yahoo Search
Sep 22, 2016
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1406 views
Applied Data Science Session: Social Networks and Social Media

EMBERS at 4 years: Experiences operating an Open Source Indicators Forecasting S...
Sep 22, 2016
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1270 views

Email Volume Optimization at LinkedIn
Sep 22, 2016
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2116 views

Engagement Capacity and Engaging Team Formation for Reach Maximization of Online...
Sep 22, 2016
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1245 views

Identifying Decision Makers from Professional Social Networks
Sep 22, 2016
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1448 views

Audience Expansion for Online Social Network Advertising
Sep 22, 2016
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1120 views
Applied Data Science Session: Machine Learning Algorithms

Deep Crossing: Web-Scale Modeling without Manually Crafted Combinatorial Feature...
Sep 22, 2016
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1877 views

Online dual decomposition for performance and delivery-based distributed ad allo...
Sep 22, 2016
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1373 views

Matrix Computations and Optimization in Apache Spark
Sep 22, 2016
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1344 views

GLMix: Generalized Linear Mixed Models For Large Scale Response Prediction
Sep 22, 2016
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1427 views

Boosted Decision Tree Regression Adjustment for Variance Reduction of Online Con...
Sep 22, 2016
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1481 views
Applied Data Science Session: Systems and Experimentation

Evaluating Mobile App Release
Sep 22, 2016
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1295 views

Question Independent Grading using Machine Learning: The Case of Computer Progra...
Sep 22, 2016
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1318 views

Data-Driven Metric Development for Online Controlled Experiments: Seven Lessons ...
Sep 22, 2016
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1672 views

Predicting Disk Replacement towards Reliable Data Centers
Sep 22, 2016
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1440 views

Anomaly Detection Using Program Control Flow Graph Mining from Execution Logs
Sep 22, 2016
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1447 views
Applied Data Science Session: E-Commerce

Large-Scale Item Categorization in e-Commerce Using Multiple Recurrent Neural Ne...
Sep 22, 2016
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1594 views

From Online Behaviors to Offline Retailing
Sep 22, 2016
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1420 views

Predictors without Borders: Behavioral Modeling of Product Adoption in Three Dev...
Sep 22, 2016
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1319 views

Repeat Buyer Prediction for E-Commerce
Sep 22, 2016
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1547 views

An Engagement-Based Customer Lifetime Value System for E-commerce
Sep 22, 2016
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1484 views
Research Session: Graphs and Rich Data

CatchTartan: Representing and Summarizing Dynamic Multicontextual Behaviors
Sep 25, 2016
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1637 views

FRAUDAR: Bounding Graph Fraud in the Face of Camouflage
Sep 25, 2016
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1530 views

Graph Wavelets via Sparse Cuts
Sep 25, 2016
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1491 views

Compact and Scalable Graph Neighborhood Sketching
Sep 25, 2016
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1436 views

QUINT: On Query-Specific Optimal Networks
Sep 25, 2016
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1387 views
Research Session: Graphs and Social Networks - I

Robust Influence Maximization
Sep 25, 2016
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1410 views

Robust Influence Maximization
Sep 25, 2016
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1386 views

Come-and-Go Patterns of Group Evolution: A Dynamic Model
Sep 25, 2016
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1453 views

Structural Neighborhood based Classification of Nodes in a Network
Sep 25, 2016
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1372 views

Asymmetric Transitivity Preserving Graph Embedding
Sep 25, 2016
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1638 views
Research Session: Graphs and Social Networks - II

Joint Community and Structural Hole Spanner Detection via Harmonic Modularity
Sep 25, 2016
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1911 views

Inferring Network Effects from Observational Data
Sep 25, 2016
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1486 views

Sampling of Attributed Networks From Hierarchical Generative Models
Sep 25, 2016
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1302 views

FASCINATE: Fast Cross-Layer Dependency Inference on Multi-layered Networks
Sep 25, 2016
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1582 views

FINAL: Fast Attributed Network Alignment
Sep 25, 2016
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1369 views
Research Session: Clustering

Skinny-dip: Clustering in a Sea of Noise
Sep 25, 2016
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1195 views

Targeted Topic Modeling for Focused Analysis
Sep 25, 2016
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1334 views

Dynamic Clustering of Streaming Short Documents
Sep 25, 2016
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1539 views

Structured Doubly Stochastic Matrix for Graph Based Clustering
Sep 25, 2016
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1779 views

AnyDBC: An Efficient Anytime Density-based Clustering Algorithm for Very Large C...
Sep 25, 2016
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1206 views
Research Session: Unsupervised Learning and Anomaly Detection

Semi-Markov Switching Vector Autoregressive Model-based Anomaly Detection in Avi...
Sep 25, 2016
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1397 views

Ranking Causal Anomalies via Temporal and Dynamical Analysis on Vanishing Correl...
Sep 25, 2016
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1313 views

Overcoming key weaknesses of Distance-based Neighbourhood Methods using a Data D...
Sep 25, 2016
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1431 views

Partial Label Learning via Feature-Aware Disambiguation
Sep 25, 2016
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1558 views

Modeling Precursors for Event Forecasting via Nested Multi-Instance Learning
Sep 25, 2016
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1429 views
Research Session: Supervised Learning

Privacy-preserving Class Ratio Estimation
Sep 25, 2016
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1377 views

Extreme Multi-label Loss Functions for Reommencdation, Tagging, Ranking & Other ...
Sep 25, 2016
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1501 views

Robust Extreme Multi-label Learning
Sep 25, 2016
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1566 views

Annealed Sparsity via Adaptive and Dynamic Shrinking
Sep 25, 2016
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1264 views

"Why Should I Trust you?" Explaining the Predictions of Any Classifier
Sep 25, 2016
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2304 views
Research Session: User-Behavior Modeling

Just One More: Modeling Binge Watching Behavior
Sep 25, 2016
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1262 views

Predicting Matchups and Preferences in Context
Sep 25, 2016
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1448 views

Assessing Human Error Against a Benchmark of Perfection
Sep 25, 2016
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1538 views

Rebalancing Bike Sharing Systems: A Multi-source Data Smart Optimization
Sep 25, 2016
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1613 views

Taxi Driving Behavior Analysis in Latent Vehicle-to-Vehicle Networks: A Social I...
Sep 25, 2016
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1967 views
Research Session: Large-Scale Data Mining

XGBoost: A Scalable Tree Boosting System
Sep 27, 2016
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2789 views

Towards Optimal Cardinality Estimation of Unions and Intersections with Sketches
Sep 27, 2016
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1413 views

Communication Efficient Distributed Kernel Principal Component Analysis
Sep 27, 2016
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1332 views

Fast Memory-efficient Anomaly Detection in Streaming Heterogeneous Graphs
Sep 27, 2016
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1369 views

PTE: Enumerating Trillion Triangles On Distributed Systems
Sep 27, 2016
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1275 views
Research Session: Streams and Temporal Evolution - I

Positive Unlabeled Learning in Streaming Networks
Sep 27, 2016
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1735 views

TRIEST: Counting Local and Global Triangles in Fully-Dynamic Streams with Fixed ...
Sep 27, 2016
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1181 views

Temporal Order-based First-Take-All Hashing for Fast Attention-Deficit-Hyperacti...
Sep 27, 2016
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1376 views

NetCycle: Collective Evolution Inference in Heterogeneous Information Networks
Sep 27, 2016
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1331 views

Approximate Personalized PageRank on Dynamic Graphs
Sep 27, 2016
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1274 views
Research Session: Streams and Temporal Evolution - II

GMove: Group-Level Mobility Modeling using Geo-Tagged Social Media
Sep 27, 2016
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1559 views

A multiple test correction for streams and cascades of statistical hypothesis te...
Sep 27, 2016
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1433 views

A Subsequence Interleaving Model for Sequential Pattern Mining
Sep 27, 2016
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1135 views

Continuous Experience-aware Language Model
Sep 27, 2016
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2022 views
Research Session: Deep Learning and Embedding

Structural Deep Network Embedding
Sep 27, 2016
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1864 views

ABRA: Approximating Betweenness Centrality in Static and Dynamic Graphs with Rad...
Sep 27, 2016
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1329 views

node2vec: Scalable Feature Learning for Networks
Sep 27, 2016
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2424 views

DeepIntent: Learning Attentions for Online Advertising with Recurrent Neural Net...
Sep 27, 2016
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2073 views

Smart Reply: Automated Response Suggestion for Email
Sep 27, 2016
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1699 views
Research Session: Recommender System

When Social Influence Meets Item Inference
Sep 27, 2016
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1338 views

Point-of-Interest Recommendations: Learning Potential Check-ins from Friends
Sep 27, 2016
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1703 views

Towards Conversational Recommender Systems
Sep 27, 2016
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2137 views

Goal-Directed Inductive Matrix Completion
Sep 27, 2016
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1523 views

The Limits of Popularity-Based Recommendations, and the Role of Social Ties
Sep 27, 2016
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1231 views
Research Session: Sequence Mining

Regime Shifts in Streams: Real-time Forecasting of Co-evolving Time Sequences
Sep 27, 2016
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1694 views

Lexis: An Optimization Framework for Discovering the Hierarchical Structure of S...
Sep 27, 2016
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1579 views

Unified Point-of-Interest Recommendation with Temporal Interval Assessment
Sep 27, 2016
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1645 views

Keeping it Short and Simple: Summarising Complex Event Sequences with Multivaria...
Sep 27, 2016
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1195 views

Mining Subgroups with Exceptional Transition Behavior
Sep 27, 2016
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1312 views
Research Session: Optimization

Robust Large-Scale Machine Learning in the Cloud
Sep 27, 2016
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1784 views

Revisiting Random Binning Feature: Fast Convergence and Strong Parallelizability
Sep 27, 2016
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1378 views

Accelerating Online CP Decompositions for Higher Order Tensors
Sep 27, 2016
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1485 views

Generalized Hierarchical Sparse Model for Arbitrary-Order Interactive Antigenic ...
Sep 27, 2016
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1350 views
Networking Session: Data Science of China @ KDD 2016

Urban Computing: Using Big Data to Tackle Urban Challenges
Nov 7, 2016
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1298 views

Network Representation: A Revisit in the Big Data Era
Nov 7, 2016
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1872 views

Mining Brain Networks
Nov 7, 2016
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1410 views

Graph Processing and Mining in the Era of Big Data
Nov 7, 2016
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1422 views

Big Data Analytics in Science
Nov 7, 2016
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1980 views

People Analytics in Human Resources
Nov 7, 2016
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1450 views

Data Science Tools and Platforms for Business Applications
Nov 7, 2016
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1526 views

AMiner: Toward Understanding Big Scholar Data
Nov 7, 2016
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1435 views

Mining Structures from Massive Text Corpora
Nov 7, 2016
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1622 views