KDD 2016 Workshops

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

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17:48

Exact and Estimation of Local Edge­centric Graphlet Counts

Nesreen K. Ahmed

Oct 12, 2016

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1115 views

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10:21

Contextual embedding for distributed representations of entities in a text corpu...

Md Abdul Kader

Oct 12, 2016

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981 views

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15:19

A Sublinear, Massive-­scale Look-­alike Audience Extension System

Qiang Ma

Oct 12, 2016

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1114 views

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12:35

Disease Propagation in Social Networks: A Novel Study of Infection Genesis and S...

Manan Shah

Oct 12, 2016

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1148 views

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40:00

From Practice to Theory in Learning from Massive Data

Charles Elkan

Oct 12, 2016

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1181 views

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28:39

Inside the Atoms: Mining a Network of Networks and Beyond

Hanghang Tong

Oct 12, 2016

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1370 views

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16:01

Large Scale CVR Prediction through Dynamic Transfer Learning of Global and Local...

Hongxia Yang

Oct 12, 2016

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1115 views

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12:23

Scalable SDE Filtering and Inference with Apache Spark

Harish S. Bhat

Oct 12, 2016

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1118 views

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16:10

FPGASVM: A Framework for Accelerating Kernelized Support Vector Machine Training...

Mudhar Bin Rabieah

Oct 12, 2016

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1330 views

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27:05

Foundations for Scaling ML in Apache Spark

Joseph K. Bradley

Oct 12, 2016

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1199 views

Workshop on Causal Discovery

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21:53

Evaluating Causal Models by Comparing Interventional Distributions

Dan Garant

Oct 12, 2016

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1224 views

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17:14

Identifiability and Transportability in Dynamic Causal Networks

Gilles Blondel

Oct 12, 2016

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1002 views

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59:29

Foundations of Causal Discovery

Frederick Eberhardt

Oct 12, 2016

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1494 views

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16:02

Identifiability of Non-Gaussian Structural VAR Models for Subsampled and Mixed ...

Alex Tank

Oct 12, 2016

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1158 views

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17:31

Joint Probabilistic Inference of Causal Structure

Dhanya Sridhar

Oct 12, 2016

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1129 views

12th International Workshop on Mining and Learning with Graphs

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12:05

Scaling Overlapping Clustering

Kyle Kloster

Oct 12, 2016

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932 views

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12:08

Paper Spotlights 1

Oct 12, 2016

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631 views

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31:42

Exploiting the Computation Graph for Large Scale Distributed Machine Learning

S.V.N. Vishwanathan

Oct 12, 2016

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1318 views

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34:55

Correctly Modeling Networks

Tamara Kolda

Oct 12, 2016

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990 views

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07:05

Measuring Graph Proximity with Blink Model

Haifeng Qian

Oct 12, 2016

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1089 views

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09:17

Incremental Method for Spectral Clustering of Increasing Orders

Pin-Yu Chen

Oct 12, 2016

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1156 views

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34:25

Node Representation in Mining Heterogeneous Information Networks

Yizhou Sun

Oct 12, 2016

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1909 views

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39:49

Serving a Billion Personalized News Feeds

Lars Backstrom

Oct 12, 2016

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2461 views

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16:05

Paper Spotlights 2

Oct 12, 2016

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805 views

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41:55

Statistical Methods for Modeling Network Distributions

Jennifer Neville

Oct 12, 2016

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1249 views

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29:22

Communities and Anomalies in Attributed Networks

Leman Akoglu

Oct 12, 2016

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1411 views

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12:59

Distance-Based Influence in Networks: Computation and Maximization

Edith Cohen

Oct 12, 2016

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1041 views

Workshop on Large Scale Sports Analytics Objectives

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29:25

Making an Idea Machine: Modular Architecture for a Scaleable Exploratory Data An...

Jesse Paquette

Oct 12, 2016

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1047 views

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30:39

Recognizing and Analyzing Ball Screen Defense in the NBA

Joel Brooks

Oct 12, 2016

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1064 views

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11:42

Poster Spotlight 1

Oct 12, 2016

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605 views

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45:33

Computational Video for Sports: Challenges for Large Scale Data Analysis

Irfan Essa

Oct 12, 2016

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1101 views

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11:29

Poster Spotlight 2

Oct 12, 2016

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13 views

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50:09

AI in Sport: What does it mean and how will it change sport in the future?

Oct 12, 2016

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1176 views

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39:06

Gameplay First: Data Science at Blizzard Entertainment

Chaitanya Chemudugunta

Oct 12, 2016

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1510 views

Workshop on Machine Learning for Large Scale Transportation Systems

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18:39

A Generative Model of Urban Activities from Cellular Data

Mogeng Yin

Oct 12, 2016

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1328 views

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26:15

Improving Demand Prediction in Bike Sharing System by Learning Global Features

Ming Zeng

Oct 12, 2016

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1608 views

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47:57

Bayesian optimization and its applications for autonomous vehicles

Jeff Schneider

Oct 12, 2016

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1407 views

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30:28

Panel on Machine Learning for Large Scale Transportation Systems

Oct 12, 2016

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1306 views

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22:48

Online Traffic Speed Forecasting Considering Multiple Periodicities and Complex ...

Hsing-Kuo Pao

Oct 12, 2016

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1122 views

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24:06

Deep learning for driving detection on mobile phones

Allen Tran

Oct 12, 2016

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1310 views

1st International Workshop on Machine Learning Meets Fashion

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16:35

Recommendation and Opinion Mining with Visual Signals

Julian McAuley

Oct 12, 2016

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1312 views

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20:52

Making fashion recommendations with human-in-the-loop machine learning

Brad Klingenberg

Oct 12, 2016

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1323 views

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16:36

Joint multi-modal representations for e-commerce catalog search driven by visual...

Amrita Saha

Oct 12, 2016

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1317 views

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20:34

Visual Product Discovery

Phil Long

Oct 12, 2016

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1200 views

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16:20

Detection of fashion trends and seasonal cycles through the analysis of implicit...

Roberto Sanchis-Ojeda

Oct 12, 2016

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1308 views

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17:49

Fashion DNA: Merging Content and Sales Data for Recommendation and Article Mappi...

Christian Bracher

Oct 12, 2016

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1152 views

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42:18

Challenges of quantifying fashion data: creativity, art and emotions

Elena Eberhard,

Jinah Oh

Oct 12, 2016

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1273 views

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24:22

Decoding Fashion Contexts Using Word Embeddings

Deepak Warrier

Oct 12, 2016

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1239 views

2nd SIGKDD Workshop on Mining and Learning from Time Series

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50:35

Dynamic Processes over Information Networks Representation, Modeling, Learning a...

Le Song

Oct 12, 2016

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1216 views

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21:56

Evaluating Improvements to the Shapelet Transform

Aaron Bostrom

Oct 12, 2016

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1160 views

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20:55

Parallel News-Article Traffic Forecasting with ADMM

Stratis Ioannidis

Oct 12, 2016

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1124 views

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21:27

On the Effect of Endpoints on Dynamic Time Warping

Diego Furtado Silva

Oct 12, 2016

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1174 views

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41:07

New Time Series Methods for Flu Forecasting

Naren Ramakrishnan

Oct 12, 2016

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1135 views

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11:48

Short-term Time Series Forecasting with Regression Automata

Massimo Chenal

Oct 12, 2016

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1030 views

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20:55

Scalable Clustering of Correlated Time Series using Expectation Propagation

Christopher Aicher

Oct 12, 2016

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1150 views

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24:28

Sparse plus low-rank graphical models of time series for functional connectivity...

Rahul Nadkarni

Oct 12, 2016

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1159 views

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12:52

Time Lag Concerned Dynamic Dependency Network Structure Learning

Lei Han

Oct 12, 2016

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1104 views

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45:29

Stream Data Mining: A Big Data Perspective

Latifur Khan

Oct 12, 2016

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1390 views

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17:31

Space-Time Clustering with Stability Probe while Riding Downhill

Xin Huang

Oct 12, 2016

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1126 views

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17:01

Granger Causality Networks for Categorical Time Series

Alex Tank

Oct 12, 2016

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1387 views

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20:44

Using Time Series Techniques to Forecast and Analyze Wake and Sleep Behavior

Jennifer A. Williams

Oct 12, 2016

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1143 views

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21:55

The Great Time Series Classification Bake Off: An Experimental Evaluation of Rec...

Jason Lines

Oct 12, 2016

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1302 views

KDD Cup 2016 Workshop

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01:03:06

What’s Next?

Kuansan Wang

Oct 25, 2016

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1042 views

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38:26

Winners Panel

Oct 25, 2016

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1023 views

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14:26

Finding Influential Institutions in Bibliographic Information Networks

Anubhav Gupta

Oct 25, 2016

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969 views

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43:48

Organizer’s Report

Hao Ma

Oct 25, 2016

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1130 views

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13:36

Regressing to Regression - Predicting Conference Paper Acceptance

Joel Schlosser

Oct 25, 2016

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1053 views

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05:33

Ranking Research Institutions Based On Relative Academic Conferences

Leili Tavabi

Oct 25, 2016

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1063 views

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15:07

Predicting Institution-Level Paper Acceptance at Conferences

Jianjun Xie

Oct 25, 2016

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939 views

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03:07

Prediction of Research Impact

Keita Yokoyama

Oct 25, 2016

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4393 views

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13:37

Bibliometric Ranking of Research Institutions

Mohan Manivannan,

Nachiappan Palaniappan

Oct 25, 2016

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1148 views

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19:06

Ranking academic institutions on potential paper acceptance in upcoming conferen...

Jobin Wilson

Oct 25, 2016

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1005 views

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15:38

Predicting the future relevance of research institutions

Vlad Sandulescu

Oct 25, 2016

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1077 views

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12:10

Feature Engineering and Ensemble Modeling for Paper Acceptance Rank Prediction

Yujie Qian

Oct 25, 2016

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1310 views

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08:28

Heterogenous Graph Mining for Measuring the Impact of Research Institutions

Shuang Qiu

Oct 25, 2016

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1221 views

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04:35

A Simple Method to Predict Affiliation Ranking in KDDCup 2016

Ping-I Chou

Oct 25, 2016

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982 views

5th International Workshop on Urban Computing

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08:04

On the Dominant Role of Returners’ Human Mobility Networks on Urban Energy Consu...

Neda Mohammadi

Oct 25, 2016

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1092 views

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14:00

An Active Learning Framework Incorporating User Input For Mining Urban Data

Dimitrios Gunopulos

Oct 25, 2016

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958 views

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36:31

Toward Semantic Understanding of Mobility Data

Zhenhui Jessie Li

Oct 25, 2016

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1214 views

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13:39

Robustness and Resilience of cities around the world

Sofiane Abbar

Oct 25, 2016

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1141 views

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50:11

Urban Simulation and Visualization

Paul Waddell

Oct 25, 2016

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949 views

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09:14

Disaggregating Appliance-Level Energy Consumption: A Probabilistic Framework

Sabina Tomkins

Oct 25, 2016

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963 views

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17:25

CityBES: A Web-based Platform to Support City-Scale Building Energy Efficiency ...

Tianzhen Hong

Oct 25, 2016

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1097 views

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46:28

Urban Computing: Using Big Data to Sovle Urban Challenges Spearker

Yu Zheng

Oct 25, 2016

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1085 views

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12:48

Monitoring Manhattan's traffic from 5 cameras?

Siheng Chen

Oct 25, 2016

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975 views

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09:58

Estimating Evacuation Hotspots using GPS data: What happened after the large ear...

Takahiro Yabe

Oct 25, 2016

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1045 views

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09:05

Personalised Recommendations for Modes of Transport: A Sequence-based Approach

Gunjan Kumar

Dec 20, 2016

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1059 views

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43:23

Distributed Learning Dynamics Convergence in Routing Games

Alexandre Bayen

Oct 25, 2016

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1099 views

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19:09

Reducing Inefficiencies in Taxi Systems

Chenguang Zhu

Oct 25, 2016

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1012 views

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08:59

Byproducts of Urban Infrastructure Interfaces: Evidence from Parking Compliance

Hyun Ah Song

Oct 25, 2016

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1148 views

Workshop on Enterprise Intelligence

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54:23

Enterprise Intelligence: Putting the pieces together

Daniel Tunkelang

Oct 25, 2016

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965 views

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06:10

Rediscovering your customer base using web mining

Jeremie Dreyfuss

Oct 25, 2016

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852 views

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04:06

A Unified Inference Framework for Enterprise Users: From Data Storage to Mail

Byungki Byun

Oct 25, 2016

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1143 views

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05:36

Towards Data Quality Assessment in Online Advertising

Sahin Geyik

Oct 25, 2016

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978 views

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58:13

Panel on Enterprise Intelligence

Oct 25, 2016

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1124 views

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04:47

Multi-label classification and analysis of customer complaint logs

Tirthankar Dasgupta

Oct 25, 2016

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958 views

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43:25

Three tools for human in the loop data science

Aditya Parameswaran

Oct 25, 2016

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1078 views

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05:22

Attribute Extraction from Product Titles in eCommerce

Ajinkya More

Oct 25, 2016

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1325 views

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05:40

Automated analytics: the organizational impact of analytics-as-a-service

Tine Van Calster

Oct 25, 2016

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938 views

15th International Workshop on Data Mining in Bioinformatics

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51:28

Deep‐Learning: Investigating feed‐forward Deep Neural Networks hyper‐parameters ...

Jun (Luke) Huan

Oct 25, 2016

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1319 views

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20:51

Discovery of Functional Motifs from the Interface Region of Oligomeric Proteins ...

Mohammad Al Hasan

Oct 25, 2016

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1197 views

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47:11

Deep Learning for Connectomicss

Shuiwang Ji

Oct 25, 2016

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1258 views

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27:26

Multi-Task Label Propagation with Dissimilarity Measures

Marco Frasca

Oct 25, 2016

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998 views

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22:29

Multiple network alignment via multiMAGNA++

Vipin Vijayan

Oct 25, 2016

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1019 views

Workshop on Issues of Sentiment Discovery and Opinion Mining

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50:14

Improving Sentiment Classification of Social Media Posts through Data Refinement...

Vita Markman

Nov 7, 2016

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1098 views

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28:37

Actionable and Political Text Classification Using Word Embeddings and LSTM

Adithya Rao

Nov 7, 2016

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1061 views

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56:23

Social Influence and Sentiment Analysis

Jie Tang

Nov 7, 2016

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1174 views

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21:53

AnonyMine: Mining anonymous social media posts using psycho-lingual and crowd-so...

Arindam Paul

Nov 7, 2016

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1046 views

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18:24

Predicting Trust Relations Among Users in a Social Network: The Role of Influenc...

Nikhita Vedula

Nov 7, 2016

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1756 views

1st ACM SIGKDD Workshop on Machine Learning for Prognostics and Health Management

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11:57

Temporal Learning in Video Data Using Deep Learning and Gaussian Processes

Abhishek Srivastav

Nov 7, 2016

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1339 views

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09:43

A Classifier Development Process for Mechanical Health Diagnostics on US Army R...

Andrew W. Wilson

Nov 7, 2016

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994 views

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10:15

Prognostics of Combustion Instabilities from Hi-speed Flame Video using A Deep C...

Adedotun Akintayo

Nov 7, 2016

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1310 views

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26:14

Custom Large-Scale Application Management for Verizon Use Cases

Santanu Das

Nov 7, 2016

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1103 views

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57:00

Bridging the gap between domain experts and machine learning

Nov 7, 2016

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1722 views

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12:25

Applying Deep Learning for Prognostic Health Monitoring of Aerospace and Buildin...

Kishore K. Reddy

Nov 7, 2016

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1705 views

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15:09

Sequential Hypothesis Tests for Markov Models of Time-Series Data

Nurali Virani

Nov 7, 2016

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1991 views

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14:31

A Framework of Combining Deep Learning and Survival Analysis for Asset Health Ma...

Linxia Liao

Nov 7, 2016

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1314 views

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14:17

Multi-Sensor Prognostics using an Unsupervised Health Index based on an LSTM Enc...

Pankaj Malhotra

Nov 7, 2016

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1370 views

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13:35

Activity Recognition in Prognostics and Health Monitoring (PHM) Related Service ...

Soumalya Sarkar

Nov 7, 2016

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1108 views

Workshop on Large-Scale Deep Learning for Data Mining

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09:09

Effective Auto-Encoder for Unsupervised Sparse Representation

Elaheh Rashedi

Nov 7, 2016

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1013 views

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22:12

Learning Multi-Layer Coarse-to-Fine Representations for Over 10,000 Image Catego...

Ji Zhang

Nov 7, 2016

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964 views

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11:08

Film2Vec: A Feature-based Film Distributed Representation for Rating Prediction

Nov 7, 2016

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980 views

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12:09

Long-term face tracking in the wild using deep learning

Elaheh Rashedi

Nov 7, 2016

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1185 views

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16:55

Improving Deep Neural Network Design for New Text Data Representations

Joseph D. Prusa

Nov 7, 2016

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1079 views

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14:43

Applying Deep Learning to Improve Maritime Situational Awareness

Kathy Tang

Nov 7, 2016

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1155 views

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57:04

Two Types of Big Data and Three Styles of Deep Learning for AI Applications

Li Deng

Nov 7, 2016

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1145 views

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14:43

Deep Learning for Financial Sentiment Analysis

Sahar Sohangir

Nov 7, 2016

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1347 views

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09:50

Leveraging Multi-Layer Deep Features for Large-Scale Visual Recognition

Tianyi Zhao

Nov 7, 2016

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957 views

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16:15

Deep Learning for Chemical Compound Stability Prediction

Ruoqian Liu

Nov 7, 2016

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1135 views

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17:59

Contextual LSTM (CLSTM) models for Large-scale NLP tasks

Shalini Ghosh

Nov 7, 2016

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1462 views

Workshop on Outlier Definition, Detection, and Description On-Demand

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18:26

Generating Local Explanations of Network Anomalies via Score Decomposition

Timothy La Fond

Nov 7, 2016

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1055 views

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21:54

Detection of Cyber-Physical Faults and Intrusions from Physical Correlations

Andrey Lokhov

Nov 7, 2016

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977 views

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15:54

Beauty and Brains: Detecting Anomalous Pattern Co-Occurrences

Roel Bertens

Nov 7, 2016

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938 views

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18:44

Fast and Accurate Kmeans Clustering with Outliers

Shalmoli Gupta

Nov 7, 2016

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1224 views

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20:01

Interpretable Anomaly Detection for Monitoring of High Performance Computing Sys...

Elisabeth Baseman

Nov 7, 2016

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1127 views

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50:56

Moving from Anomalies to Known Phenomena

Jeff Schneider

Nov 7, 2016

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996 views

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18:39

Dealing with Class Imbalance using Thresholding

Rumi Ghosh

Nov 7, 2016

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1245 views

Workshop on Data Science for Food, Energy and Water

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15:11

Fast, automated identification of tassels: Bag-of-features, graph algorithms and...

Nigel Lee

Nov 7, 2016

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1211 views

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11:26

Estimating Phenotypic Traits From UAV Based RGB Imagery

Javier Ribera Prat

Nov 7, 2016

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1065 views

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10:58

A Knowledge Ecosystem for the Food, Energy, and Water System

Praveen Rao

Nov 7, 2016

 · 

810 views

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12:53

SmartFarm: Improving Agriculture Sustainability Using Modern Information Technol...

Chandra Krintz

Nov 7, 2016

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1019 views

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11:43

An end-to-end convolutional selective autoencoder approach to Soybean Cyst Nemat...

Adedotun Akintayo

Nov 7, 2016

 · 

1118 views

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13:20

Plantation Mapping in Southeast Asia

Xiaowei Jia

Nov 7, 2016

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996 views

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14:57

A Bayesian Network approach to County-Level Corn Yield Prediction using historic...

Vikas Chawla

Nov 7, 2016

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929 views

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01:19:19

Towards an interdisciplinary Community intersecting Data Science with Food, Ener...

Nov 7, 2016

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1344 views

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13:17

Automated Vegetative Stage Phenotyping Analysis of Maize Plants using Visible Li...

Sruti Das Choudhury

Nov 7, 2016

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1122 views

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14:26

Predictive Modeling of Sorghum Phenotypes with Airborne Image Features

Karthikeyan Natesan Ramamurthy

Nov 7, 2016

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913 views

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12:34

Automated Sorghum Phenotyping and Trait Development Platform

Mitch Tuinstra

Nov 7, 2016

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976 views

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15:52

What spins the turbine? Finding spatial climate precursors of hydro-lake inflows...

Varvara Vetrova

Nov 7, 2016

 · 

990 views

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16:07

Satellite Image Analytics, Land Change and Food Security

Sunandan Chakraborty

Nov 7, 2016

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896 views

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13:38

Poster session

Nov 7, 2016

 · 

696 views

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15:55

Modeling the Food-Energy-Water Nexus in Critical Biodiverse Landscapes: A Case S...

Anuj Karpatne

Nov 7, 2016

 · 

1096 views

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10:04

How Much Water Does Turf Removal Save? Applying Bayesian Structural Time-Series ...

Christopher Tull

Nov 7, 2016

 · 

937 views

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45:38

Opportunities and Challenges for Remote Sensing in Agricultural Applications of ...

Melba Crawford

Nov 7, 2016

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1214 views

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41:10

Predictive Phenomics of Plants

Patrick S. Schnable

Nov 7, 2016

 · 

991 views

Workshop on Interactive Data Exploration and Analytics

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20:59

On the Intuitiveness of Common Discretization Methods

Mario Boley

Nov 7, 2016

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951 views

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18:27

Visual Quality Assessment of Subspace Clusterings

Michael Hund

Nov 7, 2016

 · 

924 views

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13:28

Clustrophile: A Tool for Visual Clustering Analysis

Çağatay Demiralp

Nov 7, 2016

 · 

1071 views

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18:31

Interacting with Predictions: Visual Inspection of Black-box Machine Learning Mo...

Adam Perer

Nov 7, 2016

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1023 views

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13:11

Direct-Manipulation Visualization of Deep Networks

Daniel Smilkov

Nov 7, 2016

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978 views

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18:21

Clustering with a Reject Option: Interactive Clustering as Bayesian Prior Elicit...

Charles Sutton

Nov 7, 2016

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984 views

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24:26

At Last! Time Series Joins, Motifs, Discords and Shapelets at Interactive Speeds

Eamonn Keogh

Nov 7, 2016

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1431 views

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54:33

Regression Location and Scale Estimation with Application to Censoring Slides

Jerome H. Friedman

Nov 7, 2016

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1054 views

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19:42

Expressive Query Construction through Direct Manipulation of Nested Relational R...

Eirik Bakke

Nov 7, 2016

 · 

955 views

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49:43

Better Machine Learning Through Data

Saleema Amershi

Nov 7, 2016

 · 

1749 views

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49:44

Predictive Interaction

Jeffrey Heer

Nov 7, 2016

 · 

925 views