KDD 2016 Workshops
166 Lectures · 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.
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Uploaded videos:
5th International Workshop on Big Data, Streams and Heterogeneous Source Mining
Inside the Atoms: Mining a Network of Networks and Beyond
Oct 12, 2016
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1367 Views
Foundations for Scaling ML in Apache Spark
Oct 12, 2016
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1196 Views
From Practice to Theory in Learning from Massive Data
Oct 12, 2016
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1178 Views
FPGASVM: A Framework for Accelerating Kernelized Support Vector Machine Training...
Oct 12, 2016
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1328 Views
Large Scale CVR Prediction through Dynamic Transfer Learning of Global and Local...
Oct 12, 2016
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1113 Views
A Sublinear, Massive-scale Look-alike Audience Extension System
Oct 12, 2016
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1111 Views
Contextual embedding for distributed representations of entities in a text corpu...
Oct 12, 2016
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978 Views
Disease Propagation in Social Networks: A Novel Study of Infection Genesis and S...
Oct 12, 2016
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1146 Views
Exact and Estimation of Local Edgecentric Graphlet Counts
Oct 12, 2016
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1112 Views
Scalable SDE Filtering and Inference with Apache Spark
Oct 12, 2016
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1115 Views
Workshop on Causal Discovery
Foundations of Causal Discovery
Oct 12, 2016
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1491 Views
Evaluating Causal Models by Comparing Interventional Distributions
Oct 12, 2016
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1222 Views
Identifiability and Transportability in Dynamic Causal Networks
Oct 12, 2016
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999 Views
Joint Probabilistic Inference of Causal Structure
Oct 12, 2016
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1126 Views
Identifiability of Non-Gaussian Structural VAR Models for Subsampled and Mixed ...
Oct 12, 2016
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1153 Views
12th International Workshop on Mining and Learning with Graphs
Serving a Billion Personalized News Feeds
Oct 12, 2016
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2459 Views
Communities and Anomalies in Attributed Networks
Oct 12, 2016
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1409 Views
Correctly Modeling Networks
Oct 12, 2016
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987 Views
Node Representation in Mining Heterogeneous Information Networks
Oct 12, 2016
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1907 Views
Statistical Methods for Modeling Network Distributions
Oct 12, 2016
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1247 Views
Exploiting the Computation Graph for Large Scale Distributed Machine Learning
Oct 12, 2016
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1315 Views
Scaling Overlapping Clustering
Oct 12, 2016
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927 Views
Incremental Method for Spectral Clustering of Increasing Orders
Oct 12, 2016
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1152 Views
Distance-Based Influence in Networks: Computation and Maximization
Oct 12, 2016
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1039 Views
Measuring Graph Proximity with Blink Model
Oct 12, 2016
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1086 Views
Paper Spotlights 1
Oct 12, 2016
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630 Views
Paper Spotlights 2
Oct 12, 2016
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803 Views
Workshop on Large Scale Sports Analytics Objectives
Computational Video for Sports: Challenges for Large Scale Data Analysis
Oct 12, 2016
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1099 Views
Making an Idea Machine: Modular Architecture for a Scaleable Exploratory Data An...
Oct 12, 2016
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1044 Views
Gameplay First: Data Science at Blizzard Entertainment
Oct 12, 2016
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1505 Views
Recognizing and Analyzing Ball Screen Defense in the NBA
Oct 12, 2016
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1061 Views
AI in Sport: What does it mean and how will it change sport in the future?
Oct 12, 2016
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1174 Views
Poster Spotlight 1
Oct 12, 2016
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604 Views
Poster Spotlight 2
Oct 12, 2016
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12 Views
Workshop on Machine Learning for Large Scale Transportation Systems
Bayesian optimization and its applications for autonomous vehicles
Oct 12, 2016
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1405 Views
Deep learning for driving detection on mobile phones
Oct 12, 2016
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1307 Views
Improving Demand Prediction in Bike Sharing System by Learning Global Features
Oct 12, 2016
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1605 Views
A Generative Model of Urban Activities from Cellular Data
Oct 12, 2016
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1326 Views
Online Traffic Speed Forecasting Considering Multiple Periodicities and Complex ...
Oct 12, 2016
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1119 Views
Panel on Machine Learning for Large Scale Transportation Systems
Oct 12, 2016
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1304 Views
1st International Workshop on Machine Learning Meets Fashion
Challenges of quantifying fashion data: creativity, art and emotions
Oct 12, 2016
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1270 Views
Making fashion recommendations with human-in-the-loop machine learning
Oct 12, 2016
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1321 Views
Recommendation and Opinion Mining with Visual Signals
Oct 12, 2016
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1310 Views
Fashion DNA: Merging Content and Sales Data for Recommendation and Article Mappi...
Oct 12, 2016
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1151 Views
Joint multi-modal representations for e-commerce catalog search driven by visual...
Oct 12, 2016
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1312 Views
Visual Product Discovery
Oct 12, 2016
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1198 Views
Decoding Fashion Contexts Using Word Embeddings
Oct 12, 2016
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1236 Views
Detection of fashion trends and seasonal cycles through the analysis of implicit...
Oct 12, 2016
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1301 Views
2nd SIGKDD Workshop on Mining and Learning from Time Series
Stream Data Mining: A Big Data Perspective
Oct 12, 2016
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1388 Views
Dynamic Processes over Information Networks Representation, Modeling, Learning a...
Oct 12, 2016
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1215 Views
New Time Series Methods for Flu Forecasting
Oct 12, 2016
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1134 Views
Parallel News-Article Traffic Forecasting with ADMM
Oct 12, 2016
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1123 Views
Using Time Series Techniques to Forecast and Analyze Wake and Sleep Behavior
Oct 12, 2016
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1142 Views
Short-term Time Series Forecasting with Regression Automata
Oct 12, 2016
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1028 Views
Scalable Clustering of Correlated Time Series using Expectation Propagation
Oct 12, 2016
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1149 Views
Space-Time Clustering with Stability Probe while Riding Downhill
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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1161 Views
Evaluating Improvements to the Shapelet Transform
Oct 12, 2016
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1158 Views
Sparse plus low-rank graphical models of time series for functional connectivity...
Oct 12, 2016
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1158 Views
Time Lag Concerned Dynamic Dependency Network Structure Learning
Oct 12, 2016
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1102 Views
Granger Causality Networks for Categorical Time Series
Oct 12, 2016
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1386 Views
The Great Time Series Classification Bake Off: An Experimental Evaluation of Rec...
Oct 12, 2016
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1301 Views
KDD Cup 2016 Workshop
Organizer’s Report
Oct 25, 2016
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1129 Views
Finding Influential Institutions in Bibliographic Information Networks
Oct 25, 2016
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968 Views
Heterogenous Graph Mining for Measuring the Impact of Research Institutions
Oct 25, 2016
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1221 Views
Predicting Institution-Level Paper Acceptance at Conferences
Oct 25, 2016
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937 Views
Ranking academic institutions on potential paper acceptance in upcoming conferen...
Oct 25, 2016
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1003 Views
Regressing to Regression - Predicting Conference Paper Acceptance
Oct 25, 2016
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1052 Views
Prediction of Research Impact
Oct 25, 2016
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4391 Views
A Simple Method to Predict Affiliation Ranking in KDDCup 2016
Oct 25, 2016
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977 Views
Ranking Research Institutions Based On Relative Academic Conferences
Oct 25, 2016
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1062 Views
Predicting the future relevance of research institutions
Oct 25, 2016
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1073 Views
Feature Engineering and Ensemble Modeling for Paper Acceptance Rank Prediction
Oct 25, 2016
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1309 Views
Bibliometric Ranking of Research Institutions
Oct 25, 2016
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1147 Views
Winners Panel
Oct 25, 2016
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1022 Views
What’s Next?
Oct 25, 2016
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1041 Views
5th International Workshop on Urban Computing
Urban Simulation and Visualization
Oct 25, 2016
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948 Views
Urban Computing: Using Big Data to Sovle Urban Challenges Spearker
Oct 25, 2016
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1083 Views
Distributed Learning Dynamics Convergence in Routing Games
Oct 25, 2016
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1097 Views
Toward Semantic Understanding of Mobility Data
Oct 25, 2016
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1212 Views
Reducing Inefficiencies in Taxi Systems
Oct 25, 2016
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1011 Views
Personalised Recommendations for Modes of Transport: A Sequence-based Approach
Dec 20, 2016
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1057 Views
CityBES: A Web-based Platform to Support City-Scale Building Energy Efficiency ...
Oct 25, 2016
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1070 Views
Byproducts of Urban Infrastructure Interfaces: Evidence from Parking Compliance
Oct 25, 2016
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1147 Views
An Active Learning Framework Incorporating User Input For Mining Urban Data
Oct 25, 2016
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957 Views
Robustness and Resilience of cities around the world
Oct 25, 2016
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1139 Views
Monitoring Manhattan's traffic from 5 cameras?
Oct 25, 2016
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972 Views
Estimating Evacuation Hotspots using GPS data: What happened after the large ear...
Oct 25, 2016
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1044 Views
On the Dominant Role of Returners’ Human Mobility Networks on Urban Energy Consu...
Oct 25, 2016
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1091 Views
Disaggregating Appliance-Level Energy Consumption: A Probabilistic Framework
Oct 25, 2016
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961 Views
Workshop on Enterprise Intelligence
Enterprise Intelligence: Putting the pieces together
Oct 25, 2016
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964 Views
Three tools for human in the loop data science
Oct 25, 2016
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1077 Views
Panel on Enterprise Intelligence
Oct 25, 2016
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1122 Views
Attribute Extraction from Product Titles in eCommerce
Oct 25, 2016
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1324 Views
Automated analytics: the organizational impact of analytics-as-a-service
Oct 25, 2016
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937 Views
Rediscovering your customer base using web mining
Oct 25, 2016
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850 Views
Towards Data Quality Assessment in Online Advertising
Oct 25, 2016
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977 Views
Multi-label classification and analysis of customer complaint logs
Oct 25, 2016
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957 Views
A Unified Inference Framework for Enterprise Users: From Data Storage to Mail
Oct 25, 2016
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1142 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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1317 Views
Deep Learning for Connectomicss
Oct 25, 2016
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1255 Views
Multiple network alignment via multiMAGNA++
Oct 25, 2016
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1018 Views
Multi-Task Label Propagation with Dissimilarity Measures
Oct 25, 2016
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996 Views
Discovery of Functional Motifs from the Interface Region of Oligomeric Proteins ...
Oct 25, 2016
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1196 Views
Workshop on Issues of Sentiment Discovery and Opinion Mining
Social Influence and Sentiment Analysis
Nov 07, 2016
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1172 Views
Improving Sentiment Classification of Social Media Posts through Data Refinement...
Nov 07, 2016
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1097 Views
Actionable and Political Text Classification Using Word Embeddings and LSTM
Nov 07, 2016
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1058 Views
Predicting Trust Relations Among Users in a Social Network: The Role of Influenc...
Nov 07, 2016
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1755 Views
AnonyMine: Mining anonymous social media posts using psycho-lingual and crowd-so...
Nov 07, 2016
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1045 Views
1st ACM SIGKDD Workshop on Machine Learning for Prognostics and Health Management
Custom Large-Scale Application Management for Verizon Use Cases
Nov 07, 2016
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1102 Views
Sequential Hypothesis Tests for Markov Models of Time-Series Data
Nov 07, 2016
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1988 Views
Prognostics of Combustion Instabilities from Hi-speed Flame Video using A Deep C...
Nov 07, 2016
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1305 Views
A Framework of Combining Deep Learning and Survival Analysis for Asset Health Ma...
Nov 07, 2016
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1313 Views
Applying Deep Learning for Prognostic Health Monitoring of Aerospace and Buildin...
Nov 07, 2016
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1702 Views
Multi-Sensor Prognostics using an Unsupervised Health Index based on an LSTM Enc...
Nov 07, 2016
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1368 Views
A Classifier Development Process for Mechanical Health Diagnostics on US Army R...
Nov 07, 2016
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993 Views
Temporal Learning in Video Data Using Deep Learning and Gaussian Processes
Nov 07, 2016
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1334 Views
Activity Recognition in Prognostics and Health Monitoring (PHM) Related Service ...
Nov 07, 2016
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1106 Views
Bridging the gap between domain experts and machine learning
Nov 07, 2016
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1720 Views
Workshop on Large-Scale Deep Learning for Data Mining
Two Types of Big Data and Three Styles of Deep Learning for AI Applications
Nov 07, 2016
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1142 Views
Leveraging Multi-Layer Deep Features for Large-Scale Visual Recognition
Nov 07, 2016
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956 Views
Learning Multi-Layer Coarse-to-Fine Representations for Over 10,000 Image Catego...
Nov 07, 2016
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963 Views
Film2Vec: A Feature-based Film Distributed Representation for Rating Prediction
Nov 07, 2016
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977 Views
Long-term face tracking in the wild using deep learning
Nov 07, 2016
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1183 Views
Applying Deep Learning to Improve Maritime Situational Awareness
Nov 07, 2016
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1150 Views
Improving Deep Neural Network Design for New Text Data Representations
Nov 07, 2016
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1077 Views
Contextual LSTM (CLSTM) models for Large-scale NLP tasks
Nov 07, 2016
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1461 Views
Effective Auto-Encoder for Unsupervised Sparse Representation
Nov 07, 2016
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1011 Views
Deep Learning for Chemical Compound Stability Prediction
Nov 07, 2016
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1134 Views
Deep Learning for Financial Sentiment Analysis
Nov 07, 2016
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1345 Views
Workshop on Outlier Definition, Detection, and Description On-Demand
Moving from Anomalies to Known Phenomena
Nov 07, 2016
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994 Views
Dealing with Class Imbalance using Thresholding
Nov 07, 2016
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1240 Views
Generating Local Explanations of Network Anomalies via Score Decomposition
Nov 07, 2016
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1054 Views
Fast and Accurate Kmeans Clustering with Outliers
Nov 07, 2016
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1223 Views
Detection of Cyber-Physical Faults and Intrusions from Physical Correlations
Nov 07, 2016
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976 Views
Interpretable Anomaly Detection for Monitoring of High Performance Computing Sys...
Nov 07, 2016
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1124 Views
Beauty and Brains: Detecting Anomalous Pattern Co-Occurrences
Nov 07, 2016
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937 Views
Workshop on Data Science for Food, Energy and Water
Predictive Phenomics of Plants
Nov 07, 2016
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990 Views
Opportunities and Challenges for Remote Sensing in Agricultural Applications of ...
Nov 07, 2016
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1213 Views
Towards an interdisciplinary Community intersecting Data Science with Food, Ener...
Nov 07, 2016
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1343 Views
An end-to-end convolutional selective autoencoder approach to Soybean Cyst Nemat...
Nov 07, 2016
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1117 Views
Automated Vegetative Stage Phenotyping Analysis of Maize Plants using Visible Li...
Nov 07, 2016
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1121 Views
Fast, automated identification of tassels: Bag-of-features, graph algorithms and...
Nov 07, 2016
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1209 Views
Estimating Phenotypic Traits From UAV Based RGB Imagery
Nov 07, 2016
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1061 Views
SmartFarm: Improving Agriculture Sustainability Using Modern Information Technol...
Nov 07, 2016
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1018 Views
Predictive Modeling of Sorghum Phenotypes with Airborne Image Features
Nov 07, 2016
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912 Views
Plantation Mapping in Southeast Asia
Nov 07, 2016
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995 Views
Poster session
Nov 07, 2016
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695 Views
A Knowledge Ecosystem for the Food, Energy, and Water System
Nov 07, 2016
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809 Views
Automated Sorghum Phenotyping and Trait Development Platform
Nov 07, 2016
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975 Views
Modeling the Food-Energy-Water Nexus in Critical Biodiverse Landscapes: A Case S...
Nov 07, 2016
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1094 Views
How Much Water Does Turf Removal Save? Applying Bayesian Structural Time-Series ...
Nov 07, 2016
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936 Views
What spins the turbine? Finding spatial climate precursors of hydro-lake inflows...
Nov 07, 2016
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989 Views
A Bayesian Network approach to County-Level Corn Yield Prediction using historic...
Nov 07, 2016
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928 Views
Satellite Image Analytics, Land Change and Food Security
Nov 07, 2016
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895 Views
Workshop on Interactive Data Exploration and Analytics
Regression Location and Scale Estimation with Application to Censoring Slides
Nov 07, 2016
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1051 Views
Predictive Interaction
Nov 07, 2016
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924 Views
Better Machine Learning Through Data
Nov 07, 2016
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1748 Views
At Last! Time Series Joins, Motifs, Discords and Shapelets at Interactive Speeds
Nov 07, 2016
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1429 Views
On the Intuitiveness of Common Discretization Methods
Nov 07, 2016
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946 Views
Interacting with Predictions: Visual Inspection of Black-box Machine Learning Mo...
Nov 07, 2016
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1022 Views
Clustering with a Reject Option: Interactive Clustering as Bayesian Prior Elicit...
Nov 07, 2016
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982 Views
Visual Quality Assessment of Subspace Clusterings
Nov 07, 2016
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922 Views
Expressive Query Construction through Direct Manipulation of Nested Relational R...
Nov 07, 2016
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954 Views
Clustrophile: A Tool for Visual Clustering Analysis
Nov 07, 2016
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1067 Views
Direct-Manipulation Visualization of Deep Networks
Nov 07, 2016
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977 Views