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
Exact and Estimation of Local Edgecentric Graphlet Counts
Oct 12, 2016
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1117 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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1115 views
Disease Propagation in Social Networks: A Novel Study of Infection Genesis and S...
Oct 12, 2016
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1152 views
From Practice to Theory in Learning from Massive Data
Oct 12, 2016
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1182 views
Inside the Atoms: Mining a Network of Networks and Beyond
Oct 12, 2016
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1373 views
Large Scale CVR Prediction through Dynamic Transfer Learning of Global and Local...
Oct 12, 2016
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1118 views
Scalable SDE Filtering and Inference with Apache Spark
Oct 12, 2016
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1120 views
FPGASVM: A Framework for Accelerating Kernelized Support Vector Machine Training...
Oct 12, 2016
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1337 views
Foundations for Scaling ML in Apache Spark
Oct 12, 2016
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1212 views
Workshop on Causal Discovery
Evaluating Causal Models by Comparing Interventional Distributions
Oct 12, 2016
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1226 views
Identifiability and Transportability in Dynamic Causal Networks
Oct 12, 2016
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1005 views
Foundations of Causal Discovery
Oct 12, 2016
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1497 views
Identifiability of Non-Gaussian Structural VAR Models for Subsampled and Mixed ...
Oct 12, 2016
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1162 views
Joint Probabilistic Inference of Causal Structure
Oct 12, 2016
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1130 views
12th International Workshop on Mining and Learning with Graphs
Scaling Overlapping Clustering
Oct 12, 2016
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935 views
Paper Spotlights 1
Oct 12, 2016
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632 views
Exploiting the Computation Graph for Large Scale Distributed Machine Learning
Oct 12, 2016
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1321 views
Correctly Modeling Networks
Oct 12, 2016
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992 views
Measuring Graph Proximity with Blink Model
Oct 12, 2016
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1093 views
Incremental Method for Spectral Clustering of Increasing Orders
Oct 12, 2016
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1160 views
Node Representation in Mining Heterogeneous Information Networks
Oct 12, 2016
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1912 views
Serving a Billion Personalized News Feeds
Oct 12, 2016
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2463 views
Paper Spotlights 2
Oct 12, 2016
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808 views
Statistical Methods for Modeling Network Distributions
Oct 12, 2016
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1250 views
Communities and Anomalies in Attributed Networks
Oct 12, 2016
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1412 views
Distance-Based Influence in Networks: Computation and Maximization
Oct 12, 2016
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1045 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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1051 views
Recognizing and Analyzing Ball Screen Defense in the NBA
Oct 12, 2016
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1065 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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1107 views
Poster Spotlight 2
Oct 12, 2016
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14 views
AI in Sport: What does it mean and how will it change sport in the future?
Oct 12, 2016
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1178 views
Gameplay First: Data Science at Blizzard Entertainment
Oct 12, 2016
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1512 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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1330 views
Improving Demand Prediction in Bike Sharing System by Learning Global Features
Oct 12, 2016
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1612 views
Bayesian optimization and its applications for autonomous vehicles
Oct 12, 2016
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1411 views
Panel on Machine Learning for Large Scale Transportation Systems
Oct 12, 2016
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1309 views
Online Traffic Speed Forecasting Considering Multiple Periodicities and Complex ...
Oct 12, 2016
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1126 views
Deep learning for driving detection on mobile phones
Oct 12, 2016
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1312 views
1st International Workshop on Machine Learning Meets Fashion
Recommendation and Opinion Mining with Visual Signals
Oct 12, 2016
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1314 views
Making fashion recommendations with human-in-the-loop machine learning
Oct 12, 2016
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1326 views
Joint multi-modal representations for e-commerce catalog search driven by visual...
Oct 12, 2016
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1321 views
Visual Product Discovery
Oct 12, 2016
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1205 views
Detection of fashion trends and seasonal cycles through the analysis of implicit...
Oct 12, 2016
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1315 views
Fashion DNA: Merging Content and Sales Data for Recommendation and Article Mappi...
Oct 12, 2016
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1154 views
Challenges of quantifying fashion data: creativity, art and emotions
Oct 12, 2016
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1277 views
Decoding Fashion Contexts Using Word Embeddings
Oct 12, 2016
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1241 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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1225 views
Evaluating Improvements to the Shapelet Transform
Oct 12, 2016
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1170 views
Parallel News-Article Traffic Forecasting with ADMM
Oct 12, 2016
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1129 views
On the Effect of Endpoints on Dynamic Time Warping
Oct 12, 2016
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1179 views
New Time Series Methods for Flu Forecasting
Oct 12, 2016
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1138 views
Short-term Time Series Forecasting with Regression Automata
Oct 12, 2016
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1036 views
Scalable Clustering of Correlated Time Series using Expectation Propagation
Oct 12, 2016
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1153 views
Sparse plus low-rank graphical models of time series for functional connectivity...
Oct 12, 2016
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1163 views
Time Lag Concerned Dynamic Dependency Network Structure Learning
Oct 12, 2016
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1107 views
Stream Data Mining: A Big Data Perspective
Oct 12, 2016
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1401 views
Space-Time Clustering with Stability Probe while Riding Downhill
Oct 12, 2016
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1130 views
Granger Causality Networks for Categorical Time Series
Oct 12, 2016
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1390 views
Using Time Series Techniques to Forecast and Analyze Wake and Sleep Behavior
Oct 12, 2016
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1156 views
The Great Time Series Classification Bake Off: An Experimental Evaluation of Rec...
Oct 12, 2016
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1304 views
KDD Cup 2016 Workshop
What’s Next?
Oct 25, 2016
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1044 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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970 views
Organizer’s Report
Oct 25, 2016
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1133 views
Regressing to Regression - Predicting Conference Paper Acceptance
Oct 25, 2016
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1056 views
Ranking Research Institutions Based On Relative Academic Conferences
Oct 25, 2016
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1068 views
Predicting Institution-Level Paper Acceptance at Conferences
Oct 25, 2016
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942 views
Prediction of Research Impact
Oct 25, 2016
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4394 views
Bibliometric Ranking of Research Institutions
Oct 25, 2016
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1152 views
Ranking academic institutions on potential paper acceptance in upcoming conferen...
Oct 25, 2016
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1009 views
Predicting the future relevance of research institutions
Oct 25, 2016
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1078 views
Feature Engineering and Ensemble Modeling for Paper Acceptance Rank Prediction
Oct 25, 2016
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1313 views
Heterogenous Graph Mining for Measuring the Impact of Research Institutions
Oct 25, 2016
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1225 views
A Simple Method to Predict Affiliation Ranking in KDDCup 2016
Oct 25, 2016
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986 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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1095 views
An Active Learning Framework Incorporating User Input For Mining Urban Data
Oct 25, 2016
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961 views
Toward Semantic Understanding of Mobility Data
Oct 25, 2016
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1216 views
Robustness and Resilience of cities around the world
Oct 25, 2016
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1143 views
Urban Simulation and Visualization
Oct 25, 2016
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951 views
Disaggregating Appliance-Level Energy Consumption: A Probabilistic Framework
Oct 25, 2016
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965 views
CityBES: A Web-based Platform to Support City-Scale Building Energy Efficiency ...
Oct 25, 2016
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1100 views
Urban Computing: Using Big Data to Sovle Urban Challenges Spearker
Oct 25, 2016
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1088 views
Monitoring Manhattan's traffic from 5 cameras?
Oct 25, 2016
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976 views
Estimating Evacuation Hotspots using GPS data: What happened after the large ear...
Oct 25, 2016
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1051 views
Personalised Recommendations for Modes of Transport: A Sequence-based Approach
Dec 20, 2016
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1062 views
Distributed Learning Dynamics Convergence in Routing Games
Oct 25, 2016
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1101 views
Reducing Inefficiencies in Taxi Systems
Oct 25, 2016
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1014 views
Byproducts of Urban Infrastructure Interfaces: Evidence from Parking Compliance
Oct 25, 2016
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1152 views
Workshop on Enterprise Intelligence
Enterprise Intelligence: Putting the pieces together
Oct 25, 2016
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968 views
Rediscovering your customer base using web mining
Oct 25, 2016
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861 views
A Unified Inference Framework for Enterprise Users: From Data Storage to Mail
Oct 25, 2016
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1156 views
Towards Data Quality Assessment in Online Advertising
Oct 25, 2016
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982 views
Panel on Enterprise Intelligence
Oct 25, 2016
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1125 views
Multi-label classification and analysis of customer complaint logs
Oct 25, 2016
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960 views
Three tools for human in the loop data science
Oct 25, 2016
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1081 views
Attribute Extraction from Product Titles in eCommerce
Oct 25, 2016
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1331 views
Automated analytics: the organizational impact of analytics-as-a-service
Oct 25, 2016
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939 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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1328 views
Discovery of Functional Motifs from the Interface Region of Oligomeric Proteins ...
Oct 25, 2016
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1202 views
Deep Learning for Connectomicss
Oct 25, 2016
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1261 views
Multi-Task Label Propagation with Dissimilarity Measures
Oct 25, 2016
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1003 views
Multiple network alignment via multiMAGNA++
Oct 25, 2016
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1024 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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1100 views
Actionable and Political Text Classification Using Word Embeddings and LSTM
Nov 7, 2016
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1068 views
Social Influence and Sentiment Analysis
Nov 7, 2016
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1180 views
AnonyMine: Mining anonymous social media posts using psycho-lingual and crowd-so...
Nov 7, 2016
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1050 views
Predicting Trust Relations Among Users in a Social Network: The Role of Influenc...
Nov 7, 2016
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1759 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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1346 views
A Classifier Development Process for Mechanical Health Diagnostics on US Army R...
Nov 7, 2016
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997 views
Prognostics of Combustion Instabilities from Hi-speed Flame Video using A Deep C...
Nov 7, 2016
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1318 views
Custom Large-Scale Application Management for Verizon Use Cases
Nov 7, 2016
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1106 views
Bridging the gap between domain experts and machine learning
Nov 7, 2016
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1724 views
Applying Deep Learning for Prognostic Health Monitoring of Aerospace and Buildin...
Nov 7, 2016
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1708 views
Sequential Hypothesis Tests for Markov Models of Time-Series Data
Nov 7, 2016
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2000 views
A Framework of Combining Deep Learning and Survival Analysis for Asset Health Ma...
Nov 7, 2016
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1319 views
Multi-Sensor Prognostics using an Unsupervised Health Index based on an LSTM Enc...
Nov 7, 2016
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1373 views
Activity Recognition in Prognostics and Health Monitoring (PHM) Related Service ...
Nov 7, 2016
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1110 views
Workshop on Large-Scale Deep Learning for Data Mining
Effective Auto-Encoder for Unsupervised Sparse Representation
Nov 7, 2016
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1014 views
Learning Multi-Layer Coarse-to-Fine Representations for Over 10,000 Image Catego...
Nov 7, 2016
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968 views
Film2Vec: A Feature-based Film Distributed Representation for Rating Prediction
Nov 7, 2016
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983 views
Long-term face tracking in the wild using deep learning
Nov 7, 2016
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1186 views
Improving Deep Neural Network Design for New Text Data Representations
Nov 7, 2016
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1082 views
Applying Deep Learning to Improve Maritime Situational Awareness
Nov 7, 2016
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1156 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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961 views
Deep Learning for Chemical Compound Stability Prediction
Nov 7, 2016
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1139 views
Contextual LSTM (CLSTM) models for Large-scale NLP tasks
Nov 7, 2016
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1465 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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1056 views
Detection of Cyber-Physical Faults and Intrusions from Physical Correlations
Nov 7, 2016
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982 views
Beauty and Brains: Detecting Anomalous Pattern Co-Occurrences
Nov 7, 2016
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940 views
Fast and Accurate Kmeans Clustering with Outliers
Nov 7, 2016
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1226 views
Interpretable Anomaly Detection for Monitoring of High Performance Computing Sys...
Nov 7, 2016
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1130 views
Moving from Anomalies to Known Phenomena
Nov 7, 2016
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999 views
Dealing with Class Imbalance using Thresholding
Nov 7, 2016
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1248 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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1214 views
Estimating Phenotypic Traits From UAV Based RGB Imagery
Nov 7, 2016
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1066 views
A Knowledge Ecosystem for the Food, Energy, and Water System
Nov 7, 2016
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813 views
SmartFarm: Improving Agriculture Sustainability Using Modern Information Technol...
Nov 7, 2016
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1022 views
An end-to-end convolutional selective autoencoder approach to Soybean Cyst Nemat...
Nov 7, 2016
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1120 views
Plantation Mapping in Southeast Asia
Nov 7, 2016
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999 views
A Bayesian Network approach to County-Level Corn Yield Prediction using historic...
Nov 7, 2016
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931 views
Towards an interdisciplinary Community intersecting Data Science with Food, Ener...
Nov 7, 2016
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1348 views
Automated Vegetative Stage Phenotyping Analysis of Maize Plants using Visible Li...
Nov 7, 2016
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1126 views
Predictive Modeling of Sorghum Phenotypes with Airborne Image Features
Nov 7, 2016
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915 views
Automated Sorghum Phenotyping and Trait Development Platform
Nov 7, 2016
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978 views
What spins the turbine? Finding spatial climate precursors of hydro-lake inflows...
Nov 7, 2016
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995 views
Satellite Image Analytics, Land Change and Food Security
Nov 7, 2016
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900 views
Poster session
Nov 7, 2016
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697 views
Modeling the Food-Energy-Water Nexus in Critical Biodiverse Landscapes: A Case S...
Nov 7, 2016
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1099 views
How Much Water Does Turf Removal Save? Applying Bayesian Structural Time-Series ...
Nov 7, 2016
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941 views
Opportunities and Challenges for Remote Sensing in Agricultural Applications of ...
Nov 7, 2016
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1218 views
Predictive Phenomics of Plants
Nov 7, 2016
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998 views
Workshop on Interactive Data Exploration and Analytics
On the Intuitiveness of Common Discretization Methods
Nov 7, 2016
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954 views
Visual Quality Assessment of Subspace Clusterings
Nov 7, 2016
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927 views
Clustrophile: A Tool for Visual Clustering Analysis
Nov 7, 2016
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1075 views
Interacting with Predictions: Visual Inspection of Black-box Machine Learning Mo...
Nov 7, 2016
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1027 views
Direct-Manipulation Visualization of Deep Networks
Nov 7, 2016
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982 views
Clustering with a Reject Option: Interactive Clustering as Bayesian Prior Elicit...
Nov 7, 2016
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986 views
At Last! Time Series Joins, Motifs, Discords and Shapelets at Interactive Speeds
Nov 7, 2016
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1434 views
Regression Location and Scale Estimation with Application to Censoring Slides
Nov 7, 2016
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1060 views
Expressive Query Construction through Direct Manipulation of Nested Relational R...
Nov 7, 2016
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959 views
Better Machine Learning Through Data
Nov 7, 2016
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1751 views
Predictive Interaction
Nov 7, 2016
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928 views