KDD 2017 Workshops
178 Videos · Aug 14, 2017
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6th International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications
Big Data + Deep Learning = A Universal Solution?
Dec 1, 2017
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1031 views
BFSPMiner: An Effective and Efficient Batch-Free Algorithm for Mining Sequential...
Dec 1, 2017
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825 views
Analyzing Evolving Stories in News Articles
Dec 1, 2017
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773 views
Combining Multiple Decision Trees using a Similarity Approach
Dec 1, 2017
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958 views
dLSTM: a new approach for anomaly detection using deep learning with delayed pre...
Dec 1, 2017
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1183 views
Learning from Real-World Data with TensorFlow
Dec 1, 2017
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1058 views
Mining Online Networks and Communities
Dec 1, 2017
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1904 views
AdaHash: Hashing Based Scalable, Adaptive Hierarchical Clustering of Streaming D...
Dec 1, 2017
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756 views
Online Conformance Checking: Relating Event Streams to Process Models using Pref...
Dec 1, 2017
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719 views
The 2017 ACM SIGKDD Workshop on Causal Discovery
Comparison of Strategies for Scalable Causal Discovery of Latent Variable Models...
Dec 1, 2017
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731 views
Scoring Bayesian Networks of Mixed Variables
Dec 1, 2017
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847 views
On Causal Analysis for Heterogeneous Networks
Dec 1, 2017
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814 views
On Scoring Maximal Ancestral Graphs with the Max-Min Hill Climbing Algorithm
Dec 1, 2017
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896 views
Constraint-based Causal Discovery with Mixed Data
Dec 1, 2017
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821 views
Advances in Causal-Based Feature Selection
Dec 1, 2017
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903 views
KDD 2017 Workshop on Anomaly Detection in Finance
Targeted Profiling and Partial-Value Association for Anomaly Detection
Dec 1, 2017
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787 views
Detecting fraudsters that try to lay low
Dec 1, 2017
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563 views
Automated System for Data Attribute Anomaly Detection
Dec 1, 2017
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829 views
Collective Fraud Detection Capturing Inter-Transaction Dependency
Dec 1, 2017
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867 views
Spotlighting Anomalies using Frequent Patterns
Dec 1, 2017
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602 views
Uncovering Unknown Unknowns in Financial Services Big Data by Unsupervised Metho...
Dec 1, 2017
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727 views
Anomaly detection with density estimation trees
Dec 1, 2017
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827 views
Sleuthing for adverse outcomes using anomaly detection
Dec 1, 2017
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715 views
Binned Kernels for Anomaly Detection in Multitimescale Data using Gaussian Proce...
Dec 1, 2017
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676 views
Deep Learning to Detect Treatment Fraud amongst Healthcare Providers
Dec 1, 2017
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638 views
Industry Perspectives
Dec 1, 2017
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711 views
Identity Fraud Detection with Distributed Graph Mining
Dec 1, 2017
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619 views
Industry Perspective on Anomaly Detection
Dec 1, 2017
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828 views
Ensemble-based Anomaly Detection Using Cooperative Agreement
Dec 1, 2017
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829 views
Real-time anomaly detection system for time series at scale
Dec 1, 2017
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1135 views
Purchase Density based Online Credit Card Fraud Detection System
Dec 1, 2017
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644 views
Workshop on Advancing Education With Data
Automated Coaching in Online Learning
Dec 1, 2017
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747 views
Transfer Learning for Education Data
Dec 1, 2017
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974 views
CollectiveTeach: A Platform for Integrating Web-based Educational Content into L...
Dec 1, 2017
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675 views
Linearizing the Rasch Model
Dec 1, 2017
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735 views
Using Probabilistic Tag Modeling to Improve Recommendations
Dec 1, 2017
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826 views
Predicting and Understanding Instructors’ Content Preferences with Latent Factor...
Dec 1, 2017
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717 views
From Expert-Driven to Data-Driven Adaptive Learning
Dec 1, 2017
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927 views
Human-Centered Clustering and Visualisation of Student Solutions for Personalize...
Dec 1, 2017
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704 views
Large-Scale and Interpretable Collaborative Filtering for Educational Data
Dec 1, 2017
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795 views
Enriching Course-Specific Regression Models with Content Features for Grade Pred...
Dec 1, 2017
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739 views
STEM-ming the Tide: Predicting STEM Attrition using Student Transcript Data
Dec 1, 2017
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815 views
Analyzing Game-Based Collaborative Problem Solving with Computational Psychometr...
Dec 1, 2017
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757 views
Learning Analytics and Personalization
Dec 1, 2017
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755 views
Learning to be Relevant
Dec 1, 2017
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850 views
The 6th International Workshop on Urban Computing
Urban Computing: Enabling Intelligent Cities with AI and Big Data
Dec 1, 2017
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4422 views
City Scale Next Place Prediction from Sparse Data through Similar Strangers
Dec 1, 2017
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571 views
Forecasting short-term taxi demand using boosting-GCRF
Dec 1, 2017
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774 views
Predicting Traffic Accidents Through Heterogeneous Urban Data: A Case Study
Dec 1, 2017
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1148 views
Digital Traces: Modeling Urban Mobility using Wifi Probe Data
Dec 1, 2017
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510 views
Automated Lane Detection in Crowds using Proximity Graphs
Dec 1, 2017
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677 views
Who Will You Share a Ride With: Factors that Influence Trust of Potential Ridesh...
Dec 1, 2017
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759 views
Cooperative Deep Reinforcement Learning for Traffic Signal Control
Dec 1, 2017
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1185 views
Household Segmentation by Load Shape and Daily Consumption
Dec 1, 2017
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830 views
Toward Semantic Understanding of Spatial Trajectories
Dec 1, 2017
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613 views
Deep Stacked Bidirectional and Unidirectional LSTM Recurrent Neural Network for ...
Dec 1, 2017
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1289 views
Workshop on Interactive Data Exploration and Analytics (IDEA)
Interactive Machine Learning via Transparent Modeling: Putting Experts in the Dr...
Dec 1, 2017
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822 views
Portable In-Browser Data Cube Exploration
Dec 1, 2017
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702 views
Learning Strategies in Game-theoretic Data Interaction
Dec 1, 2017
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516 views
Incorporating Feedback into Tree-based Anomaly Detection
Dec 1, 2017
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761 views
Understanding Node-Attributed Networks: Interactive Exploration and Summarizatio...
Dec 1, 2017
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753 views
Interactive intent modeling
Dec 1, 2017
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880 views
KDD Data Science + Journalism Workshop 2017
Everything I disagree with is #FakeNews: Correlating political polarization and ...
Dec 1, 2017
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762 views
Network analysis in journalism: Practices and possibilities
Dec 1, 2017
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924 views
Extracting references from political speech auto-transcripts
Dec 1, 2017
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720 views
Discussion of emerging challenges and interesting problems to solve
Dec 1, 2017
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566 views
Exploring the ideological nature of journalists' social networks on Twitter and ...
Dec 1, 2017
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678 views
“Breaking” disasters: Predicting and characterizing the global news value of nat...
Dec 1, 2017
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804 views
Rookie: A unique approach for exploring news archives
Dec 1, 2017
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764 views
Identifying civilians killed by police with distantly supervised entity-event ex...
Dec 1, 2017
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807 views
Data Mining with Social Media to Help Uncover Breaking News
Dec 1, 2017
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585 views
To put that in perspective: How to make unfamiliar numbers easier to understand
Dec 1, 2017
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657 views
13th International Workshop on Mining and Learning with Graphs
A/B Testing in Networks with Adversarial Members
Dec 1, 2017
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753 views
A task-driven approach to time scale detection in dynamic networks
Dec 1, 2017
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769 views
Neural Embeddings of Graphs in Hyperbolic Space
Dec 1, 2017
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1012 views
Mining Mobility Flow for Urban Computing
Dec 1, 2017
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623 views
Sharing and Gifting Online
Dec 1, 2017
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641 views
HARP: Hierarchical Representation Learning for Networks
Dec 1, 2017
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978 views
Representing Higher-order Dependencies in Networks: Method, Application and Visu...
Dec 1, 2017
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860 views
Node Relevance in Signed Networks: Measurements and Applications
Dec 1, 2017
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870 views
Distributed Graph Mining: Theory and Practice
Dec 1, 2017
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767 views
Robust Diffusion Network Inference
Dec 1, 2017
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844 views
4th Workshop on Fairness, Accountability, Transparency in Machine Learning (FATML)
Friends Don’t Let Friends Deploy Black-Box Models: Preventing Bias via Transpare...
Dec 1, 2017
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1412 views
The Authority of "Fair" in Machine Learning
Dec 1, 2017
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2802 views
The Seen and Unseen Factors Influencing Knowledge in AI Systems
Dec 1, 2017
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1765 views
Fair Clustering Through Fairlets
Dec 1, 2017
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788 views
From Parity to Preference-based Notions of Fairness in Classification
Dec 1, 2017
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909 views
Logics and practices of transparency and opacity in real-world applications of p...
Dec 1, 2017
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1074 views
Racial Disparity in Natural Language Processing: A Case Study of Social Media Af...
Dec 1, 2017
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1318 views
Runaway Feedback Loops in Predictive Policing
Dec 1, 2017
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989 views
Calibrated fairness in bandits
Dec 1, 2017
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987 views
Fairness at Equilibrium in the Labor Market
Dec 1, 2017
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999 views
Workshop on the Data Science for Intelligent Food, Energy, and Water
Assessing Environmental Impacts of Shale-gas Development in an Area of Hydraulic...
Dec 1, 2017
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842 views
Data Analytics in Aquaculture
Dec 1, 2017
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1389 views
Window-based Fractal Dimension as Geospatial Data Type
Dec 1, 2017
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763 views
Bringing Intelligence to Global Sustainable Development
Dec 1, 2017
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1118 views
AI Challenge
Dec 1, 2017
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894 views
Midwest Big Data Hub: Accelerating the Big Data Innovation Ecosystem
Dec 1, 2017
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935 views
SNP-based soybean variety selection
Dec 1, 2017
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830 views
Multitask Learning using Task Clustering with Applications to Predictive Modelin...
Dec 1, 2017
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808 views
Ensemble of Cubist models for soy yield prediction using soil features and remot...
Dec 1, 2017
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856 views
Food from Thought
Dec 1, 2017
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842 views
1st ACM Workshop on Medical Informatics and Healthcare 2017
Presence and Relationships of Suicide Risk Factors on Twitter
Dec 1, 2017
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830 views
Predicting Annual Length-Of-Stay and its Impact on Health Costs: The Case of the...
Dec 1, 2017
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533 views
Visualizing Deep Learning Activations for Improved Malaria Cell Classification
Dec 1, 2017
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810 views
Medical Imaging Analytics, Informatics and Machine Learning in a Global Health A...
Dec 1, 2017
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791 views
An Integrated Database and Smart Search Tool for Medical Knowledge Extraction fr...
Dec 1, 2017
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795 views
Towards a reliable prediction of conversion from Mild Cognitive Impairment to Al...
Dec 1, 2017
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709 views
1st Workshop on Big data analytics-as-a-Service: Architecture, Algorithms, and Applications in Health Informatics
Distant Supervision with Transductive Learning for Adverse Drug Reaction Identif...
Dec 1, 2017
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708 views
Analysis of Online Health-Related User-Generated Content
Dec 1, 2017
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709 views
CloudMatcher: A Cloud/Crowd Service for Entity Matching
Dec 1, 2017
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761 views
Challenges and Future Directions in Big Data Analytics and its Application in He...
Dec 1, 2017
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1029 views
Building Systems for Big Data Analytics: From SQL to Machine Learning and Graph ...
Dec 1, 2017
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782 views
2-Way k-Means as a Model for Microbiome Samples
Dec 1, 2017
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730 views
2nd International Workshop on Machine Learning Meets Fashion
Making fashion recommendations in cold start situations
Dec 1, 2017
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621 views
Algorithmic clothing: hybrid recommendation, from street-style-to-shop
Dec 1, 2017
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544 views
Learning Fashion Traits with Label Uncertainty
Dec 1, 2017
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574 views
Deciphering Fashion Sensibility Using Community Detection
Dec 1, 2017
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674 views
Panel discussion led by Menaka Sampath followed by an optional Open House
Dec 1, 2017
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554 views
Sales Potential : Modeling Sellability of Fashion Product
Dec 1, 2017
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516 views
Fashion and Style Discovery: object and material recognition from online photo ...
Dec 1, 2017
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788 views
Cross-modal Search for Fashion Attributes
Dec 1, 2017
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470 views
Size Recommendation System for Fashion E-commerce
Dec 1, 2017
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722 views
2nd ACM SIGKDD Workshop on Machine Learning for Prognostics and Health Management (ML for PHM 2017)
Enhanced production surveillance using probabilistic dynamic models
Dec 1, 2017
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713 views
Semi-supervised Learning with Deep Generative Models for Asset Failure Predictio...
Dec 1, 2017
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864 views
Traffic System Anomaly Detection using Spatiotemporal Pattern Networks
Dec 1, 2017
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743 views
Generative Adversarial Network Applications for PHM
Dec 1, 2017
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883 views
Machine Learning for Prognostics and Health Management - Challenges and Successe...
Dec 1, 2017
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1010 views
Traffic sensor health monitoring using spatiotemporal graphical modeling
Dec 1, 2017
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791 views
Deep Learning Approach for Uncertainty Estimation in Prognostics
Dec 1, 2017
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553 views
3rd SIGKDD Workshop on Mining and Learning from Time Series (MiLeTS)
Massive Online Analytics for the Internet of Things (IoT)
Dec 1, 2017
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828 views
Robust Parameter-Free Season Length Detection in Time Series
Dec 1, 2017
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737 views
Sub-string/Pattern Matching in Sub-linear Time Using a Sparse Fourier Transform ...
Dec 1, 2017
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821 views
Learning With Temporally Uncertain Labels
Dec 1, 2017
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756 views
Poster Highlights (Short Presentations)
Dec 1, 2017
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803 views
Online Thinning for High Volume Streaming Data
Dec 1, 2017
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766 views
Tracking in Dynamic Networks
Dec 1, 2017
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730 views
Coordination Event Detection and Initiator Identification in Time Series Data
Dec 1, 2017
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735 views
DECADE: A Deep Metric Learning Model for Multivariate Time Series
Dec 1, 2017
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832 views
16th International Workshop on Data Mining in Bioinformatics
Improving the Prediction of Functional Outcome in Ischemic Stroke Patients
Dec 1, 2017
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801 views
Ontology-based workflow extraction from texts using word sense disambiguation
Dec 1, 2017
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817 views
Cost-sensitive Deep Learning for Early Readmission Prediction at A Major Hospit...
Dec 1, 2017
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725 views
From Bioinformatics to Precision Medicine
Dec 1, 2017
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895 views
Workshop on Issues of Sentiment Discovery and Opinion Mining (WISDOM)
A Hybrid Approach for Sentiment Analysis Applied to Paper
Dec 1, 2017
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830 views
Creating Domain-Specific Sentiment Lexicons via Text Mining
Dec 1, 2017
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798 views
Deep Learning for Contrasting Meaning Representation and Composition
Dec 1, 2017
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959 views
Barycentric coordinates for ordinal sentiment classification
Dec 1, 2017
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682 views
Viscovery: A Platform for Trend Tracking in Opinion Forums
Dec 1, 2017
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802 views
2017 Edition of AdKDD and TargetAd
Cost-sensitive Learning for Utility Optimization in Online Advertising Auctions
Dec 1, 2017
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811 views
Learning from Logged Interventions
Dec 1, 2017
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899 views
Machine Learning and Causal Inference for Advertising Effectiveness
Dec 1, 2017
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1531 views
Ranking and Calibrating Click-Attributed Purchases in Performance Display Advert...
Dec 1, 2017
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894 views
Deep & Cross Network for Ad Click Predictions
Dec 1, 2017
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2343 views
Data-Driven Reserve Prices for Social Advertising Auctions at LinkedIn
Dec 1, 2017
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826 views
Incrementality Bidding & Attribution
Dec 1, 2017
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3464 views
Blacklisting the Blacklist in Online Advertising
Dec 1, 2017
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781 views
MM2RTB: Bring Multimedia Metrics to Real-Time Bidding
Dec 1, 2017
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796 views
Anti-Ad Blocking Strategy: Measuring its True Impact
Dec 1, 2017
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608 views
Optimal Reserve Price for Online Ads Trading Based on Inventory Identification
Dec 1, 2017
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835 views
Users and Time
Dec 1, 2017
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1223 views
Attribution Modeling Increases Efficiency of Bidding in Display Advertising
Dec 1, 2017
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950 views
Profit Maximization for Online Advertising Demand-Side Platform
Dec 1, 2017
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813 views
A Practical Framework of Conversion Rate Prediction for Online Display Advertisi...
Dec 1, 2017
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524 views
An Ensemble-based Approach to Click-Through Rate Prediction for Promoted Listin...
Dec 1, 2017
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723 views
The Broadening Participation in Data Mining Workshop (BPDM at KDD 2017)
Mentoring Session Panel
Dec 1, 2017
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917 views
Managing Research Team Panel
Dec 1, 2017
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1029 views
Stacked Ensemble Models and Data Science Competitions
Dec 1, 2017
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918 views
Workshop on Machine Learning for Creativity
Industrial - Scale Computational creativity
Dec 1, 2017
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550 views
Learning to Make Stuff
Dec 1, 2017
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693 views
Cultural Creativity
Dec 1, 2017
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663 views
Workshop on Data-Driven Discovery
Data Science for Physical Activity and Health
Dec 1, 2017
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1175 views
Data Driven Discovery Panel
Dec 1, 2017
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1187 views
Can AI help MOOCs?
Dec 1, 2017
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713 views
Understanding Technology Innovation
Dec 1, 2017
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493 views
The 2017 KDD Cup on “Highway Tollgates Traffic Flow Prediction”
Travel Time Predictions
Dec 1, 2017
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0 views
Volume Prediction Task Solution by Car TrailBlazer
Dec 1, 2017
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460 views
Traffic Prediction
Dec 1, 2017
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0 views
KDD CUP Background
Dec 1, 2017
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0 views