KDD 2017 Workshops

KDD 2017 Workshops

139 Lectures · Aug 14, 2017

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6th International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications

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54:27

Mining Online Networks and Communities

Jure Leskovec

Dec 01, 2017

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1901 Views

Invited Talk
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25:01

BFSPMiner: An Effective and Efficient Batch-Free Algorithm for Mining Sequential...

Marwan Hassani

Dec 01, 2017

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820 Views

Lecture
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18:00

Combining Multiple Decision Trees using a Similarity Approach

Abraham Itzhak Weinberg

Dec 01, 2017

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955 Views

Lecture
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18:22

Analyzing Evolving Stories in News Articles

Roberto Camacho Barranco

Dec 01, 2017

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768 Views

Lecture
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26:24

Learning from Real-World Data with TensorFlow

D. Sculley

Dec 01, 2017

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1054 Views

Invited Talk
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23:38

AdaHash: Hashing Based Scalable, Adaptive Hierarchical Clustering of Streaming D...

Dean Whitney Teffer

Dec 01, 2017

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752 Views

Lecture
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31:54

Online Conformance Checking: Relating Event Streams to Process Models using Pref...

Marwan Hassani

Dec 01, 2017

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715 Views

Lecture
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34:10

Big Data + Deep Learning = A Universal Solution?

Huan Liu

Dec 01, 2017

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1027 Views

Lecture
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21:02

dLSTM: a new approach for anomaly detection using deep learning with delayed pre...

Shigeru Maya

Dec 01, 2017

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1176 Views

Lecture

The 2017 ACM SIGKDD Workshop on Causal Discovery

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01:00:49

Advances in Causal-Based Feature Selection

Ioannis Tsamardinos

Dec 01, 2017

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897 Views

Invited Talk
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21:35

On Causal Analysis for Heterogeneous Networks

Katerina Marazopoulou

Dec 01, 2017

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808 Views

Lecture
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22:41

Scoring Bayesian Networks of Mixed Variables

Bryan Andrews

Dec 01, 2017

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844 Views

Lecture
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21:41

Comparison of Strategies for Scalable Causal Discovery of Latent Variable Models...

Vineet Raghu

Dec 01, 2017

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727 Views

Lecture
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20:42

On Scoring Maximal Ancestral Graphs with the Max-Min Hill Climbing Algorithm

Ioannis Tsamardinos

Dec 01, 2017

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893 Views

Lecture
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21:39

Constraint-based Causal Discovery with Mixed Data

Ioannis Tsamardinos

Dec 01, 2017

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816 Views

Lecture

KDD 2017 Workshop on Anomaly Detection in Finance

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22:31

Uncovering Unknown Unknowns in Financial Services Big Data by Unsupervised Metho...

Amir Averbuch

Dec 01, 2017

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724 Views

Keynote
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26:36

Targeted Profiling and Partial-Value Association for Anomaly Detection

Nong Ye

Dec 01, 2017

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784 Views

Keynote
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14:36

Ensemble-based Anomaly Detection Using Cooperative Agreement

Rasha Kashef

Dec 01, 2017

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824 Views

Lecture
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13:11

Real-time anomaly detection system for time series at scale

Meir Toledano

Dec 01, 2017

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1131 Views

Lecture
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11:37

Industry Perspectives

Brian Surette

Dec 01, 2017

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708 Views

Lecture
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10:15

Industry Perspective on Anomaly Detection

Chao Yuan

Dec 01, 2017

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826 Views

Lecture
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11:27

Collective Fraud Detection Capturing Inter-Transaction Dependency

Bokai Cao

Dec 01, 2017

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859 Views

Lecture
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05:02

Anomaly detection with density estimation trees

Alexander Gray

Dec 01, 2017

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823 Views

Lecture
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05:20

Automated System for Data Attribute Anomaly Detection

Nalin Aggarwal

Dec 01, 2017

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824 Views

Lecture
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04:12

Binned Kernels for Anomaly Detection in Multitimescale Data using Gaussian Proce...

Christian Schwantes

Dec 01, 2017

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673 Views

Lecture
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04:41

Sleuthing for adverse outcomes using anomaly detection

Michelle Miller

Dec 01, 2017

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711 Views

Lecture

Workshop on Advancing Education With Data

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32:28

Human-Centered Clustering and Visualisation of Student Solutions for Personalize...

Elena Glassman

Dec 01, 2017

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699 Views

Invited Talk
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18:30

Large-Scale and Interpretable Collaborative Filtering for Educational Data

Kangwook Lee

Dec 01, 2017

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788 Views

Lecture
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11:27

Enriching Course-Specific Regression Models with Content Features for Grade Pred...

Qian Hu

Dec 01, 2017

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733 Views

Lecture
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17:05

Linearizing the Rasch Model

Andrew S. Lan

Dec 01, 2017

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731 Views

Lecture
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25:22

From Expert-Driven to Data-Driven Adaptive Learning

Peter Brusilovsky

Dec 01, 2017

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920 Views

Invited Talk
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14:50

Predicting and Understanding Instructors’ Content Preferences with Latent Factor...

Zichao (Jack) Wang

Dec 01, 2017

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714 Views

Lecture
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13:56

Transfer Learning for Education Data

Xin J. Hunt

Dec 01, 2017

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970 Views

Lecture
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17:12

Learning Analytics and Personalization

Christopher G. Brinton

Dec 01, 2017

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751 Views

Lecture
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16:29

Learning to be Relevant

Shivani Rao

Dec 01, 2017

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847 Views

Lecture
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17:30

CollectiveTeach: A Platform for Integrating Web-based Educational Content into L...

Lakshminarayanan Subramanian

Dec 01, 2017

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670 Views

Lecture
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11:09

Using Probabilistic Tag Modeling to Improve Recommendations

Beliz U. Gokkaya

Dec 01, 2017

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824 Views

Lecture
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17:06

Automated Coaching in Online Learning

Alan Hickey

Dec 01, 2017

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738 Views

Lecture
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22:53

Analyzing Game-Based Collaborative Problem Solving with Computational Psychometr...

Stephen T. Polyak

Dec 01, 2017

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753 Views

Lecture
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15:29

STEM-ming the Tide: Predicting STEM Attrition using Student Transcript Data

Rohan Aras,

Lysia Li

Dec 01, 2017

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808 Views

Lecture

The 6th International Workshop on Urban Computing

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01:16:54

Urban Computing: Enabling Intelligent Cities with AI and Big Data

Yu Zheng

Dec 01, 2017

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4407 Views

Invited Talk
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13:56

Household Segmentation by Load Shape and Daily Consumption

Sharon Xu

Dec 01, 2017

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824 Views

Lecture
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18:33

Automated Lane Detection in Crowds using Proximity Graphs

Stijn Heldens

Dec 01, 2017

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674 Views

Lecture
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11:55

Who Will You Share a Ride With: Factors that Influence Trust of Potential Ridesh...

Alexander Han

Dec 01, 2017

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757 Views

Lecture
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19:08

Deep Stacked Bidirectional and Unidirectional LSTM Recurrent Neural Network for ...

Zhiyong Cui

Dec 01, 2017

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1283 Views

Lecture
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20:24

Forecasting short-term taxi demand using boosting-GCRF

Xinwu Qian

Dec 01, 2017

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770 Views

Lecture
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22:49

Predicting Traffic Accidents Through Heterogeneous Urban Data: A Case Study

Xun Zhou

Dec 01, 2017

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1136 Views

Lecture
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20:49

Cooperative Deep Reinforcement Learning for Traffic Signal Control

Mengqi Liu

Dec 01, 2017

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1179 Views

Lecture

Workshop on Interactive Data Exploration and Analytics (IDEA)

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01:00:47

Interactive Machine Learning via Transparent Modeling: Putting Experts in the Dr...

Rich Caruana

Dec 01, 2017

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818 Views

Keynote
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16:00

Incorporating Feedback into Tree-based Anomaly Detection

Md Amran Siddiqui

Dec 01, 2017

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758 Views

Lecture
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14:21

Portable In-Browser Data Cube Exploration

Kareem El Gebaly

Dec 01, 2017

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698 Views

Lecture
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50:03

Interactive intent modeling

Samuel Kaski

Dec 01, 2017

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877 Views

Keynote

KDD Data Science + Journalism Workshop 2017

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12:06

Rookie: A unique approach for exploring news archives

Abram Handler

Dec 01, 2017

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760 Views

Lecture
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12:13

Network analysis in journalism: Practices and possibilities

Jonathan Stray

Dec 01, 2017

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917 Views

Lecture
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07:08

Extracting references from political speech auto-transcripts

Brandon Roberts

Dec 01, 2017

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712 Views

Lecture
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12:42

Exploring the ideological nature of journalists' social networks on Twitter and ...

John Wihbey

Dec 01, 2017

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671 Views

Lecture
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17:12

Identifying civilians killed by police with distantly supervised entity-event ex...

Brendan O'Connor

Dec 01, 2017

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804 Views

Lecture
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15:38

“Breaking” disasters: Predicting and characterizing the global news value of nat...

Armineh Nourbakhsh

Dec 01, 2017

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801 Views

Lecture
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15:28

Everything I disagree with is #FakeNews: Correlating political polarization and ...

Manoel Horta Ribeiro

Dec 01, 2017

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756 Views

Lecture

13th International Workshop on Mining and Learning with Graphs

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36:37

Representing Higher-order Dependencies in Networks: Method, Application and Visu...

Nitesh Chawla

Dec 01, 2017

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854 Views

Keynote
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46:50

Distributed Graph Mining: Theory and Practice

Vahab S. Mirrokni

Dec 01, 2017

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764 Views

Keynote
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07:21

HARP: Hierarchical Representation Learning for Networks

Bryan Perozzi

Dec 01, 2017

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974 Views

Lecture
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08:58

Neural Embeddings of Graphs in Hyperbolic Space

Ben Chamberlain

Dec 01, 2017

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1002 Views

Lecture
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40:54

Robust Diffusion Network Inference

Yan Liu

Dec 01, 2017

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838 Views

Keynote
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08:24

A/B Testing in Networks with Adversarial Members

Kaleigh Clary

Dec 01, 2017

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749 Views

Lecture
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10:28

A task-driven approach to time scale detection in dynamic networks

Benjamin Fish

Dec 01, 2017

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765 Views

Lecture
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36:34

Node Relevance in Signed Networks: Measurements and Applications

Jiliang Tang,

Tyler Derr

Dec 01, 2017

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864 Views

Keynote

4th Workshop on Fairness, Accountability, Transparency in Machine Learning (FATML)

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24:01

Racial Disparity in Natural Language Processing: A Case Study of Social Media Af...

Brendan O'Connor

Dec 01, 2017

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1311 Views

Lecture
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20:24

Calibrated fairness in bandits

Goran Radanovic

Dec 01, 2017

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980 Views

Lecture
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19:39

The Authority of "Fair" in Machine Learning

Michael Skirpan

Dec 01, 2017

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2796 Views

Lecture
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47:18

The Seen and Unseen Factors Influencing Knowledge in AI Systems

Margaret Mitchell

Dec 01, 2017

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1758 Views

Invited Talk
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01:05:11

Friends Don’t Let Friends Deploy Black-Box Models: Preventing Bias via Transpare...

Rich Caruana

Dec 01, 2017

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1405 Views

Invited Talk
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20:35

Runaway Feedback Loops in Predictive Policing

Sorelle A. Friedler

Dec 01, 2017

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984 Views

Lecture
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17:20

Fairness at Equilibrium in the Labor Market

Lily Hu

Dec 01, 2017

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993 Views

Lecture
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19:40

From Parity to Preference-based Notions of Fairness in Classification

Muhammad Bilal Zafar

Dec 01, 2017

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904 Views

Lecture
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17:49

Logics and practices of transparency and opacity in real-world applications of p...

Michael Veale

Dec 01, 2017

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1064 Views

Lecture

Workshop on the Data Science for Intelligent Food, Energy, and Water

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16:52

Food from Thought

Malcolm Campbell

Dec 01, 2017

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835 Views

Keynote
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21:17

Assessing Environmental Impacts of Shale-gas Development in an Area of Hydraulic...

Guanjie Zheng

Dec 01, 2017

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838 Views

Lecture
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12:34

Midwest Big Data Hub: Accelerating the Big Data Innovation Ecosystem

Melissa Cragin

Dec 01, 2017

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927 Views

Invited Talk
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19:23

Window-based Fractal Dimension as Geospatial Data Type

Anne M. Denton

Dec 01, 2017

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757 Views

Lecture
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14:51

Multitask Learning using Task Clustering with Applications to Predictive Modelin...

Ming Yu

Dec 01, 2017

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800 Views

Lecture
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27:04

AI Challenge

Dan Dyer

Dec 01, 2017

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887 Views

Keynote
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19:56

Ensemble of Cubist models for soy yield prediction using soil features and remot...

Tzvi Aviv

Dec 01, 2017

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850 Views

Lecture
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17:44

SNP-based soybean variety selection

Damir Jajetic

Dec 01, 2017

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826 Views

Lecture
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13:23

Data Analytics in Aquaculture

Marko Grobelnik

Dec 01, 2017

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1385 Views

Lecture

1st ACM Workshop on Medical Informatics and Healthcare 2017

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59:35

Medical Imaging Analytics, Informatics and Machine Learning in a Global Health A...

Sameer K. Antani

Dec 01, 2017

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788 Views

Keynote
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12:13

Presence and Relationships of Suicide Risk Factors on Twitter

Daniela Stan Raicu

Dec 01, 2017

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826 Views

Lecture
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10:32

Towards a reliable prediction of conversion from Mild Cognitive Impairment to Al...

Telma Pereira

Dec 01, 2017

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706 Views

Lecture
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16:58

An Integrated Database and Smart Search Tool for Medical Knowledge Extraction fr...

Priya Deshpande

Dec 01, 2017

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787 Views

Lecture
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34:42

Visualizing Deep Learning Activations for Improved Malaria Cell Classification

Sameer K. Antani

Dec 01, 2017

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805 Views

Lecture

1st Workshop on Big data analytics-as-a-Service: Architecture, Algorithms, and Applications in Health Informatics

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37:50

Analysis of Online Health-Related User-Generated Content

Vagelis Hristidis

Dec 01, 2017

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703 Views

Invited Talk
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28:37

Building Systems for Big Data Analytics: From SQL to Machine Learning and Graph ...

Yuanyuan Tian

Dec 01, 2017

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778 Views

Invited Talk
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11:35

CloudMatcher: A Cloud/Crowd Service for Entity Matching

Yash Govind

Dec 01, 2017

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758 Views

Lecture
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11:52

2-Way k-Means as a Model for Microbiome Samples

Weston J. Jackson

Dec 01, 2017

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724 Views

Lecture
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11:32

Distant Supervision with Transductive Learning for Adverse Drug Reaction Identif...

Siriwon Taewijit

Dec 01, 2017

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703 Views

Lecture
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37:38

Challenges and Future Directions in Big Data Analytics and its Application in He...

Dec 01, 2017

 · 

1022 Views

Panel

2nd International Workshop on Machine Learning Meets Fashion

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26:37

Fashion and Style Discovery: object and material recognition from online photo ...

Kavita Bala

Dec 01, 2017

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785 Views

Invited Talk

2nd ACM SIGKDD Workshop on Machine Learning for Prognostics and Health Management (ML for PHM 2017)

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48:46

Machine Learning for Prognostics and Health Management - Challenges and Successe...

Raj Bharadwaj

Dec 01, 2017

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1006 Views

Keynote
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20:58

Traffic sensor health monitoring using spatiotemporal graphical modeling

Soumik Sarkar

Dec 01, 2017

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788 Views

Lecture
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30:04

Generative Adversarial Network Applications for PHM

Michael Giering

Dec 01, 2017

 · 

880 Views

Invited Talk
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15:50

Enhanced production surveillance using probabilistic dynamic models

Stijn de Waele

Dec 01, 2017

 · 

707 Views

Lecture
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15:19

Traffic System Anomaly Detection using Spatiotemporal Pattern Networks

Anuj Sharma

Dec 01, 2017

 · 

740 Views

Lecture
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13:49

Semi-supervised Learning with Deep Generative Models for Asset Failure Predictio...

Andre S. Yoon

Dec 01, 2017

 · 

859 Views

Lecture

3rd SIGKDD Workshop on Mining and Learning from Time Series (MiLeTS)

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40:12

Massive Online Analytics for the Internet of Things (IoT)

Albert Bifet

Dec 01, 2017

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824 Views

Invited Talk
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19:47

DECADE: A Deep Metric Learning Model for Multivariate Time Series

Zhengping Che

Dec 01, 2017

 · 

825 Views

Lecture
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09:54

Robust Parameter-Free Season Length Detection in Time Series

Maximilian Toller

Dec 01, 2017

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732 Views

Lecture
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40:35

Tracking in Dynamic Networks

Jian Pei

Dec 01, 2017

 · 

724 Views

Keynote
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21:54

Poster Highlights (Short Presentations)

Pu Wang,

Rui Li,

Anna Mándli

Dec 01, 2017

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797 Views

Poster
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49:27

Learning With Temporally Uncertain Labels

Benjamin Marlin

Dec 01, 2017

 · 

754 Views

Invited Talk
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14:25

Online Thinning for High Volume Streaming Data

Xin J. Hunt

Dec 01, 2017

 · 

759 Views

Lecture
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16:19

Coordination Event Detection and Initiator Identification in Time Series Data

Chainarong Amornbunchornvej

Dec 01, 2017

 · 

732 Views

Lecture
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16:16

Sub-string/Pattern Matching in Sub-linear Time Using a Sparse Fourier Transform ...

Nagaraj T. Janakiraman

Dec 01, 2017

 · 

813 Views

Lecture

16th International Workshop on Data Mining in Bioinformatics

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52:10

From Bioinformatics to Precision Medicine

Wei Wang

Dec 01, 2017

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889 Views

Keynote
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16:15

Cost-sensitive Deep Learning for Early Readmission Prediction at A Major Hospit...

Haishuai Wang

Dec 01, 2017

 · 

722 Views

Lecture
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09:02

Improving the Prediction of Functional Outcome in Ischemic Stroke Patients

Miguel Aires Barros Monteiro

Dec 01, 2017

 · 

796 Views

Lecture
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19:25

Ontology-based workflow extraction from texts using word sense disambiguation

Ahmed Halioui

Dec 01, 2017

 · 

814 Views

Lecture

Workshop on Issues of Sentiment Discovery and Opinion Mining (WISDOM)

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51:42

Deep Learning for Contrasting Meaning Representation and Composition

Xiaodan Zhu

Dec 01, 2017

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955 Views

Keynote
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16:04

Barycentric coordinates for ordinal sentiment classification

Brian Keith

Dec 01, 2017

 · 

679 Views

Lecture
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19:06

Viscovery: A Platform for Trend Tracking in Opinion Forums

Pablo Ortega

Dec 01, 2017

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797 Views

Lecture
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12:57

A Hybrid Approach for Sentiment Analysis Applied to Paper

Brian Keith

Dec 01, 2017

 · 

826 Views

Lecture
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23:13

Creating Domain-Specific Sentiment Lexicons via Text Mining

Kevin Labille

Dec 01, 2017

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796 Views

Lecture

2017 Edition of AdKDD and TargetAd

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18:13

Optimal Reserve Price for Online Ads Trading Based on Inventory Identification

Kuang-Chih Lee

Dec 01, 2017

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828 Views

Lecture
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16:40

MM2RTB: Bring Multimedia Metrics to Real-Time Bidding

Xiang Chen

Dec 01, 2017

 · 

789 Views

Lecture
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18:46

Data-Driven Reserve Prices for Social Advertising Auctions at LinkedIn

Kun Liu

Dec 01, 2017

 · 

818 Views

Lecture
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15:38

Cost-sensitive Learning for Utility Optimization in Online Advertising Auctions

Damien Lefortier

Dec 01, 2017

 · 

808 Views

Lecture
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42:27

Incrementality Bidding & Attribution

Randall A. Lewis

Dec 01, 2017

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3458 Views

Invited Talk
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51:52

Machine Learning and Causal Inference for Advertising Effectiveness

Susan Athey

Dec 01, 2017

 · 

1524 Views

Lecture
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17:13

Blacklisting the Blacklist in Online Advertising

Yeming Shi

Dec 01, 2017

 · 

774 Views

Lecture
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14:06

An Ensemble-based Approach to Click-Through Rate Prediction for Promoted Listin...

Devin Guillory

Dec 01, 2017

 · 

720 Views

Lecture
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15:37

Deep & Cross Network for Ad Click Predictions

Ruoxi Wang

Dec 01, 2017

 · 

2318 Views

Lecture
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22:14

Profit Maximization for Online Advertising Demand-Side Platform

Paul Grigas

Dec 01, 2017

 · 

806 Views

Lecture
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38:51

Learning from Logged Interventions

Thorsten Joachims

Dec 01, 2017

 · 

890 Views

Invited Talk
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17:41

Attribution Modeling Increases Efficiency of Bidding in Display Advertising

Julien Meynet

Dec 01, 2017

 · 

940 Views

Lecture
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15:31

Ranking and Calibrating Click-Attributed Purchases in Performance Display Advert...

Abraham Bagherjeiran

Dec 01, 2017

 · 

890 Views

Lecture

The Broadening Participation in Data Mining Workshop (BPDM at KDD 2017)

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40:08

Stacked Ensemble Models and Data Science Competitions

Funda Günes

Dec 01, 2017

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914 Views

Lecture
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50:21

Mentoring Session Panel

Dec 01, 2017

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914 Views

Panel
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55:31

Managing Research Team Panel

Dec 01, 2017

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1027 Views

Panel

Workshop on Machine Learning for Creativity

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30:15

Learning to Make Stuff

Mark Riedl

Dec 01, 2017

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688 Views

Invited Talk
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23:00

Cultural Creativity

Nick Montfort

Dec 01, 2017

 · 

660 Views

Invited Talk