KDD 2017 Tutorials

KDD 2017 Tutorials

20 Lectures · Aug 13, 2017

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Detailed information about the KDD 2017 tutorials can be found at this link.

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Uploaded videos:

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03:23:00

Mining Entity-Relation-Attribute Structures from Massive Text Data

Jiawei Han,

Xiang Ren

Nov 21, 2017

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1126 Views

Tutorial
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03:21:59

Machine Learning for Survival Analysis: Theory, Algorithms and Applications

Chandan K. Reddy,

Yan Li

Nov 21, 2017

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984 Views

Tutorial
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03:12:27

Smart Analytics for Big Time-series Data

Christos Faloutsos,

Yasushi Sakurai

Nov 21, 2017

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1287 Views

Tutorial
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02:46:18

Data-Driven Approaches towards Malicious Behavior Modeling

Christos Faloutsos,

Srijan Kumar

Nov 21, 2017

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1013 Views

Tutorial
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02:03:57

From Theory to Data Product: Applying Data Science Methods to Effect Business Ch...

Danielle Leighton,

Lindsay Brin,

Janet Forbes

Nov 21, 2017

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867 Views

Tutorial
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02:48:10

Large Scale Hierarchical Classification: Foundations, Algorithms and Application...

Huzefa Rangwala

Nov 21, 2017

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957 Views

Tutorial
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03:12:22

Urban Computing: Enabling Intelligent Cities with AI and Big Data

Yu Zheng

Nov 21, 2017

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1092 Views

Tutorial
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01:13:53

A/B Testing at Scale: Accelerating Software Innovation

Ron Kohavi,

Pavel Dmitriev,

Somit Gupta,

Alex Deng,

Paul Raff,

Lukas Vermeer

Nov 21, 2017

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1045 Views

Tutorial
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03:20:16

Non-IID Learning in Big Data

Longbing Cao,

Guangsong Pang

Nov 21, 2017

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1117 Views

Tutorial
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02:20:31

Safe Data Analytics: Theory, Algorithms, and Applications

Jun (Luke) Huan,

Chao Lan,

Xiaoli Li

Nov 21, 2017

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907 Views

Tutorial
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02:50:40

Context-Rich Recommendation: Integrating Links, Text, and Spatio-Temporal Dimens...

Yizhou Sun,

Xiang Ren,

Hongzhi Yin

Nov 21, 2017

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1087 Views

Tutorial
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02:47:53

Athlytics: Data Mining and Machine Learning for Sports Analytics

Evangelos Papalexakis,

Konstantinos Pelechrinis

Nov 21, 2017

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1547 Views

Tutorial
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02:57:39

Recent Advances in Feature Selection: A Data Perspective

Huan Liu,

Jiliang Tang,

Jundong Li

Nov 21, 2017

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1130 Views

Tutorial
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02:33:09

Time Series data Mining Using the Matrix Profile: A Unifying View of Motif Disco...

Eamonn Keogh,

Abdullah Al Mueen

Nov 21, 2017

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1766 Views

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02:51:35

Learning Representations of Large-scale Networks

Qiaozhu Mei,

Jian Tang

Nov 21, 2017

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1310 Views

Tutorial
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02:12:13

System Event Mining: Algorithms and Applications

Tao Li,

Larisa Shwartz,

Genady Ya. Grabarnik

Nov 21, 2017

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1336 Views

Tutorial
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03:27:54

Data Mining in Unusual Domains with Information-rich Knowledge Graph Constructio...

Pedro Szekely,

Mayank Kejriwal

Nov 21, 2017

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1033 Views

Tutorial
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03:22:59

Deep Learning for Personalized Search and Recommender Systems

Liang Zhang,

Ganesh Venkataraman,

Nadia Fawaz,

Benjamin Le

Nov 21, 2017

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2076 Views

Tutorial
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02:51:39

Making Better Use of the Crowd

Jennifer Wortman Vaughan

Nov 21, 2017

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767 Views

Tutorial
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03:11:34

Iot in Practice: Case Studies in Data Analytics, with Issues in Privacy and Secu...

Albert Bifet,

Latifur Khan

Nov 21, 2017

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1275 Views

Tutorial