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

Exact and Estimation of Local Edgecentric Graphlet Counts
Oct 12, 2016
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1115 views

Contextual embedding for distributed representations of entities in a text corpu...
Oct 12, 2016
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981 views

A Sublinear, Massive-scale Look-alike Audience Extension System
Oct 12, 2016
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1114 views

Disease Propagation in Social Networks: A Novel Study of Infection Genesis and S...
Oct 12, 2016
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1148 views

From Practice to Theory in Learning from Massive Data
Oct 12, 2016
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1181 views

Inside the Atoms: Mining a Network of Networks and Beyond
Oct 12, 2016
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1370 views

Large Scale CVR Prediction through Dynamic Transfer Learning of Global and Local...
Oct 12, 2016
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1115 views

Scalable SDE Filtering and Inference with Apache Spark
Oct 12, 2016
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1118 views

FPGASVM: A Framework for Accelerating Kernelized Support Vector Machine Training...
Oct 12, 2016
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1330 views

Foundations for Scaling ML in Apache Spark
Oct 12, 2016
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1199 views
Workshop on Causal Discovery

Evaluating Causal Models by Comparing Interventional Distributions
Oct 12, 2016
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1224 views

Identifiability and Transportability in Dynamic Causal Networks
Oct 12, 2016
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1002 views

Foundations of Causal Discovery
Oct 12, 2016
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1494 views

Identifiability of Non-Gaussian Structural VAR Models for Subsampled and Mixed ...
Oct 12, 2016
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1158 views

Joint Probabilistic Inference of Causal Structure
Oct 12, 2016
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1129 views
12th International Workshop on Mining and Learning with Graphs

Scaling Overlapping Clustering
Oct 12, 2016
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932 views

Paper Spotlights 1
Oct 12, 2016
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631 views

Exploiting the Computation Graph for Large Scale Distributed Machine Learning
Oct 12, 2016
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1318 views

Correctly Modeling Networks
Oct 12, 2016
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990 views

Measuring Graph Proximity with Blink Model
Oct 12, 2016
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1089 views

Incremental Method for Spectral Clustering of Increasing Orders
Oct 12, 2016
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1156 views

Node Representation in Mining Heterogeneous Information Networks
Oct 12, 2016
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1909 views

Serving a Billion Personalized News Feeds
Oct 12, 2016
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2461 views

Paper Spotlights 2
Oct 12, 2016
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805 views

Statistical Methods for Modeling Network Distributions
Oct 12, 2016
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1249 views

Communities and Anomalies in Attributed Networks
Oct 12, 2016
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1411 views

Distance-Based Influence in Networks: Computation and Maximization
Oct 12, 2016
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1041 views
Workshop on Large Scale Sports Analytics Objectives

Making an Idea Machine: Modular Architecture for a Scaleable Exploratory Data An...
Oct 12, 2016
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1047 views

Recognizing and Analyzing Ball Screen Defense in the NBA
Oct 12, 2016
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1064 views

Poster Spotlight 1
Oct 12, 2016
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605 views

Computational Video for Sports: Challenges for Large Scale Data Analysis
Oct 12, 2016
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1101 views

Poster Spotlight 2
Oct 12, 2016
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13 views

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

Gameplay First: Data Science at Blizzard Entertainment
Oct 12, 2016
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1510 views
Workshop on Machine Learning for Large Scale Transportation Systems

A Generative Model of Urban Activities from Cellular Data
Oct 12, 2016
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1328 views

Improving Demand Prediction in Bike Sharing System by Learning Global Features
Oct 12, 2016
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1608 views

Bayesian optimization and its applications for autonomous vehicles
Oct 12, 2016
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1407 views

Panel on Machine Learning for Large Scale Transportation Systems
Oct 12, 2016
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1306 views

Online Traffic Speed Forecasting Considering Multiple Periodicities and Complex ...
Oct 12, 2016
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1122 views

Deep learning for driving detection on mobile phones
Oct 12, 2016
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1310 views
1st International Workshop on Machine Learning Meets Fashion

Recommendation and Opinion Mining with Visual Signals
Oct 12, 2016
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1312 views

Making fashion recommendations with human-in-the-loop machine learning
Oct 12, 2016
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1323 views

Joint multi-modal representations for e-commerce catalog search driven by visual...
Oct 12, 2016
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1317 views

Visual Product Discovery
Oct 12, 2016
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1200 views

Detection of fashion trends and seasonal cycles through the analysis of implicit...
Oct 12, 2016
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1308 views

Fashion DNA: Merging Content and Sales Data for Recommendation and Article Mappi...
Oct 12, 2016
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1152 views

Challenges of quantifying fashion data: creativity, art and emotions
Oct 12, 2016
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1273 views

Decoding Fashion Contexts Using Word Embeddings
Oct 12, 2016
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1239 views
2nd SIGKDD Workshop on Mining and Learning from Time Series

Dynamic Processes over Information Networks Representation, Modeling, Learning a...
Oct 12, 2016
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1216 views

Evaluating Improvements to the Shapelet Transform
Oct 12, 2016
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1160 views

Parallel News-Article Traffic Forecasting with ADMM
Oct 12, 2016
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1124 views

On the Effect of Endpoints on Dynamic Time Warping
Oct 12, 2016
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1174 views

New Time Series Methods for Flu Forecasting
Oct 12, 2016
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1135 views

Short-term Time Series Forecasting with Regression Automata
Oct 12, 2016
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1030 views

Scalable Clustering of Correlated Time Series using Expectation Propagation
Oct 12, 2016
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1150 views

Sparse plus low-rank graphical models of time series for functional connectivity...
Oct 12, 2016
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1159 views

Time Lag Concerned Dynamic Dependency Network Structure Learning
Oct 12, 2016
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1104 views

Stream Data Mining: A Big Data Perspective
Oct 12, 2016
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1390 views

Space-Time Clustering with Stability Probe while Riding Downhill
Oct 12, 2016
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1126 views

Granger Causality Networks for Categorical Time Series
Oct 12, 2016
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1387 views

Using Time Series Techniques to Forecast and Analyze Wake and Sleep Behavior
Oct 12, 2016
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1143 views

The Great Time Series Classification Bake Off: An Experimental Evaluation of Rec...
Oct 12, 2016
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1302 views
KDD Cup 2016 Workshop

What’s Next?
Oct 25, 2016
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1042 views

Winners Panel
Oct 25, 2016
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1023 views

Finding Influential Institutions in Bibliographic Information Networks
Oct 25, 2016
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969 views

Organizer’s Report
Oct 25, 2016
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1130 views

Regressing to Regression - Predicting Conference Paper Acceptance
Oct 25, 2016
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1053 views

Ranking Research Institutions Based On Relative Academic Conferences
Oct 25, 2016
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1063 views

Predicting Institution-Level Paper Acceptance at Conferences
Oct 25, 2016
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939 views

Prediction of Research Impact
Oct 25, 2016
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4393 views

Bibliometric Ranking of Research Institutions
Oct 25, 2016
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1148 views

Ranking academic institutions on potential paper acceptance in upcoming conferen...
Oct 25, 2016
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1005 views

Predicting the future relevance of research institutions
Oct 25, 2016
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1077 views

Feature Engineering and Ensemble Modeling for Paper Acceptance Rank Prediction
Oct 25, 2016
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1310 views

Heterogenous Graph Mining for Measuring the Impact of Research Institutions
Oct 25, 2016
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1221 views

A Simple Method to Predict Affiliation Ranking in KDDCup 2016
Oct 25, 2016
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982 views
5th International Workshop on Urban Computing

On the Dominant Role of Returners’ Human Mobility Networks on Urban Energy Consu...
Oct 25, 2016
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1092 views

An Active Learning Framework Incorporating User Input For Mining Urban Data
Oct 25, 2016
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958 views

Toward Semantic Understanding of Mobility Data
Oct 25, 2016
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1214 views

Robustness and Resilience of cities around the world
Oct 25, 2016
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1141 views

Urban Simulation and Visualization
Oct 25, 2016
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949 views

Disaggregating Appliance-Level Energy Consumption: A Probabilistic Framework
Oct 25, 2016
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963 views

CityBES: A Web-based Platform to Support City-Scale Building Energy Efficiency ...
Oct 25, 2016
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1097 views

Urban Computing: Using Big Data to Sovle Urban Challenges Spearker
Oct 25, 2016
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1085 views

Monitoring Manhattan's traffic from 5 cameras?
Oct 25, 2016
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975 views

Estimating Evacuation Hotspots using GPS data: What happened after the large ear...
Oct 25, 2016
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1045 views

Personalised Recommendations for Modes of Transport: A Sequence-based Approach
Dec 20, 2016
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1059 views

Distributed Learning Dynamics Convergence in Routing Games
Oct 25, 2016
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1099 views

Reducing Inefficiencies in Taxi Systems
Oct 25, 2016
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1012 views

Byproducts of Urban Infrastructure Interfaces: Evidence from Parking Compliance
Oct 25, 2016
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1148 views
Workshop on Enterprise Intelligence

Enterprise Intelligence: Putting the pieces together
Oct 25, 2016
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965 views

Rediscovering your customer base using web mining
Oct 25, 2016
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852 views

A Unified Inference Framework for Enterprise Users: From Data Storage to Mail
Oct 25, 2016
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1143 views

Towards Data Quality Assessment in Online Advertising
Oct 25, 2016
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978 views

Panel on Enterprise Intelligence
Oct 25, 2016
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1124 views

Multi-label classification and analysis of customer complaint logs
Oct 25, 2016
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958 views

Three tools for human in the loop data science
Oct 25, 2016
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1078 views

Attribute Extraction from Product Titles in eCommerce
Oct 25, 2016
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1325 views

Automated analytics: the organizational impact of analytics-as-a-service
Oct 25, 2016
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938 views
15th International Workshop on Data Mining in Bioinformatics

Deep‐Learning: Investigating feed‐forward Deep Neural Networks hyper‐parameters ...
Oct 25, 2016
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1319 views

Discovery of Functional Motifs from the Interface Region of Oligomeric Proteins ...
Oct 25, 2016
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1197 views

Deep Learning for Connectomicss
Oct 25, 2016
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1258 views

Multi-Task Label Propagation with Dissimilarity Measures
Oct 25, 2016
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998 views

Multiple network alignment via multiMAGNA++
Oct 25, 2016
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1019 views
Workshop on Issues of Sentiment Discovery and Opinion Mining

Improving Sentiment Classification of Social Media Posts through Data Refinement...
Nov 7, 2016
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1098 views

Actionable and Political Text Classification Using Word Embeddings and LSTM
Nov 7, 2016
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1061 views

Social Influence and Sentiment Analysis
Nov 7, 2016
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1174 views

AnonyMine: Mining anonymous social media posts using psycho-lingual and crowd-so...
Nov 7, 2016
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1046 views

Predicting Trust Relations Among Users in a Social Network: The Role of Influenc...
Nov 7, 2016
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1756 views
1st ACM SIGKDD Workshop on Machine Learning for Prognostics and Health Management

Temporal Learning in Video Data Using Deep Learning and Gaussian Processes
Nov 7, 2016
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1339 views

A Classifier Development Process for Mechanical Health Diagnostics on US Army R...
Nov 7, 2016
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994 views

Prognostics of Combustion Instabilities from Hi-speed Flame Video using A Deep C...
Nov 7, 2016
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1310 views

Custom Large-Scale Application Management for Verizon Use Cases
Nov 7, 2016
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1103 views

Bridging the gap between domain experts and machine learning
Nov 7, 2016
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1722 views

Applying Deep Learning for Prognostic Health Monitoring of Aerospace and Buildin...
Nov 7, 2016
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1705 views

Sequential Hypothesis Tests for Markov Models of Time-Series Data
Nov 7, 2016
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1991 views

A Framework of Combining Deep Learning and Survival Analysis for Asset Health Ma...
Nov 7, 2016
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1314 views

Multi-Sensor Prognostics using an Unsupervised Health Index based on an LSTM Enc...
Nov 7, 2016
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1370 views

Activity Recognition in Prognostics and Health Monitoring (PHM) Related Service ...
Nov 7, 2016
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1108 views
Workshop on Large-Scale Deep Learning for Data Mining

Effective Auto-Encoder for Unsupervised Sparse Representation
Nov 7, 2016
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1013 views

Learning Multi-Layer Coarse-to-Fine Representations for Over 10,000 Image Catego...
Nov 7, 2016
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964 views

Film2Vec: A Feature-based Film Distributed Representation for Rating Prediction
Nov 7, 2016
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980 views

Long-term face tracking in the wild using deep learning
Nov 7, 2016
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1185 views

Improving Deep Neural Network Design for New Text Data Representations
Nov 7, 2016
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1079 views

Applying Deep Learning to Improve Maritime Situational Awareness
Nov 7, 2016
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1155 views

Two Types of Big Data and Three Styles of Deep Learning for AI Applications
Nov 7, 2016
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1145 views

Deep Learning for Financial Sentiment Analysis
Nov 7, 2016
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1347 views

Leveraging Multi-Layer Deep Features for Large-Scale Visual Recognition
Nov 7, 2016
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957 views

Deep Learning for Chemical Compound Stability Prediction
Nov 7, 2016
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1135 views

Contextual LSTM (CLSTM) models for Large-scale NLP tasks
Nov 7, 2016
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1462 views
Workshop on Outlier Definition, Detection, and Description On-Demand

Generating Local Explanations of Network Anomalies via Score Decomposition
Nov 7, 2016
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1055 views

Detection of Cyber-Physical Faults and Intrusions from Physical Correlations
Nov 7, 2016
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977 views

Beauty and Brains: Detecting Anomalous Pattern Co-Occurrences
Nov 7, 2016
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938 views

Fast and Accurate Kmeans Clustering with Outliers
Nov 7, 2016
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1224 views

Interpretable Anomaly Detection for Monitoring of High Performance Computing Sys...
Nov 7, 2016
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1127 views

Moving from Anomalies to Known Phenomena
Nov 7, 2016
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996 views

Dealing with Class Imbalance using Thresholding
Nov 7, 2016
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1245 views
Workshop on Data Science for Food, Energy and Water

Fast, automated identification of tassels: Bag-of-features, graph algorithms and...
Nov 7, 2016
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1211 views

Estimating Phenotypic Traits From UAV Based RGB Imagery
Nov 7, 2016
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1065 views

A Knowledge Ecosystem for the Food, Energy, and Water System
Nov 7, 2016
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810 views

SmartFarm: Improving Agriculture Sustainability Using Modern Information Technol...
Nov 7, 2016
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1019 views

An end-to-end convolutional selective autoencoder approach to Soybean Cyst Nemat...
Nov 7, 2016
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1118 views

Plantation Mapping in Southeast Asia
Nov 7, 2016
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996 views

A Bayesian Network approach to County-Level Corn Yield Prediction using historic...
Nov 7, 2016
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929 views

Towards an interdisciplinary Community intersecting Data Science with Food, Ener...
Nov 7, 2016
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1344 views

Automated Vegetative Stage Phenotyping Analysis of Maize Plants using Visible Li...
Nov 7, 2016
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1122 views

Predictive Modeling of Sorghum Phenotypes with Airborne Image Features
Nov 7, 2016
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913 views

Automated Sorghum Phenotyping and Trait Development Platform
Nov 7, 2016
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976 views

What spins the turbine? Finding spatial climate precursors of hydro-lake inflows...
Nov 7, 2016
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990 views

Satellite Image Analytics, Land Change and Food Security
Nov 7, 2016
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896 views

Poster session
Nov 7, 2016
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696 views

Modeling the Food-Energy-Water Nexus in Critical Biodiverse Landscapes: A Case S...
Nov 7, 2016
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1096 views

How Much Water Does Turf Removal Save? Applying Bayesian Structural Time-Series ...
Nov 7, 2016
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937 views

Opportunities and Challenges for Remote Sensing in Agricultural Applications of ...
Nov 7, 2016
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1214 views

Predictive Phenomics of Plants
Nov 7, 2016
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991 views
Workshop on Interactive Data Exploration and Analytics

On the Intuitiveness of Common Discretization Methods
Nov 7, 2016
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951 views

Visual Quality Assessment of Subspace Clusterings
Nov 7, 2016
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924 views

Clustrophile: A Tool for Visual Clustering Analysis
Nov 7, 2016
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1071 views

Interacting with Predictions: Visual Inspection of Black-box Machine Learning Mo...
Nov 7, 2016
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1023 views

Direct-Manipulation Visualization of Deep Networks
Nov 7, 2016
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978 views

Clustering with a Reject Option: Interactive Clustering as Bayesian Prior Elicit...
Nov 7, 2016
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984 views

At Last! Time Series Joins, Motifs, Discords and Shapelets at Interactive Speeds
Nov 7, 2016
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1431 views

Regression Location and Scale Estimation with Application to Censoring Slides
Nov 7, 2016
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1054 views

Expressive Query Construction through Direct Manipulation of Nested Relational R...
Nov 7, 2016
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955 views

Better Machine Learning Through Data
Nov 7, 2016
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1749 views

Predictive Interaction
Nov 7, 2016
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925 views