23rd ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), Halifax 2017
120 Videos · Aug 12, 2017
About
KDD 2017, a premier interdisciplinary conference, brings together researchers and practitioners from data science, data mining, knowledge discovery, large-scale data analytics, and big data.
Videos
Opening Ceremony & Innovation Award Talk
KDD 2017 Opening Session
Oct 9, 2017
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1326 views
Keynote Talks
What’s Fair?
Oct 9, 2017
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964 views
Three Principles of Data Science: Predictability, Stability, and Computability
Oct 9, 2017
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1011 views
KDD Business Lunch
KDD Business Lunch
Oct 9, 2017
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1181 views
SIGKDD Dissertation Award
Mining Large Multi-Aspect Data: Algorithms and Applications
Oct 9, 2017
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1154 views
Local Modeling of Attributed Graphs: Algorithms and Applications
Oct 9, 2017
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1621 views
User Behavior Modeling with Large-Scale Graph Analysis
Oct 9, 2017
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1217 views
KDD Panel: The Future of Artificially Intelligent Assistants
The Future of Artificially Intelligent Assistants
Oct 9, 2017
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1423 views
Applied Data Science Session: Platforms and Infrastructure
Developing a Comprehensive Framework for Multimodal Feature Extraction
Oct 9, 2017
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1127 views
TFX: A TensorFlow-Based Production-Scale Machine Learning Platform
Oct 9, 2017
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1220 views
Google Vizier: A Service for BlackBox Optimization
Oct 9, 2017
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1400 views
FLAP: An End-to-End Event Log Analysis Platform for System Management
Oct 9, 2017
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948 views
KunPeng: Parameter Server based Distributed Learning Systems and Its Application...
Oct 9, 2017
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1097 views
Applied Data Science Track Session: Novel Applications
Luck is Hard to Beat: The Difficulty of Sports Prediction
Oct 9, 2017
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1125 views
PNP: Fast Path Ensemble Method for Movie Design
Oct 9, 2017
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1027 views
Deep Choice Model Using Pointer Networks for Airline Itinerary Prediction
Oct 9, 2017
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1065 views
DeepSD: Generating High Resolution Climate Change Projections through Single Ima...
Oct 9, 2017
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1384 views
Not All Passes Are Created Equal:" Objectively Measuring The Risk and Reward of ...
Oct 9, 2017
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1068 views
Applied Data Science Track Session: Medical Data
Prognosis and Diagnosis of Parkinson’s Disease Using Multi-Task Learning
Oct 9, 2017
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726 views
MARAS: Signaling Multi-Drug Adverse Reactions
Oct 9, 2017
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1063 views
Pharmacovigilance via Baseline Regularization with Large-Scale Longitudinal Obse...
Oct 9, 2017
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937 views
Applied Data Science Session: Networks and Graphs
Estimation of Recent Ancestral Origins of Individuals on a Large Scale
Oct 9, 2017
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949 views
A Century of Science: Globalization of Scientific Collaborations, Citations, and...
Oct 9, 2017
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1000 views
HinDroid: An Intelligent Android Malware Detection System Based on Structured He...
Oct 9, 2017
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1251 views
FIRST: Fast Interactive Attributed Subgraph Matching
Oct 9, 2017
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1059 views
MOLIERE: Automatic Biomedical Hypothesis Generation System
Oct 9, 2017
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936 views
Applied Data Science Track Session: Novel Applications 2
Backpage and Bitcoin: Uncovering Human Traffickers
Oct 9, 2017
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1174 views
Quick Access: Building a Smart Experience for Google Drive
Oct 9, 2017
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1061 views
A Data Mining Framework for Valuing Large Portfolios of Variable Annuities
Oct 9, 2017
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1018 views
A Data Science Approach to Understanding Residential Water Contamination in Flin...
Oct 9, 2017
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886 views
Compass: Spatio Temporal Sentiment Analysis of US Election
Oct 9, 2017
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987 views
Applied Data Science Track Session: Urban Planning
A Quasi-experimental Estimate of the Impact of P2P Transportation Platforms on U...
Oct 9, 2017
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954 views
No Longer Sleeping with a Bomb: A Duet System for Protecting Urban Safety from D...
Oct 9, 2017
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1152 views
The Simpler The Better: A Unified Approach to Predicting Original Taxi Demands b...
Oct 9, 2017
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1214 views
Using Convolutional Networks and Satellite Imagery to Identify Patterns in Urban...
Oct 9, 2017
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1111 views
Planning Bike Lanes based on SharingBikes' Trajectories
Oct 9, 2017
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1192 views
Applied Data Science Session: Web Applications
A Dirty Dozen: Twelve Common Metric Interpretation Pitfalls in Online Controlled...
Oct 9, 2017
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1013 views
Peeking at A/B Tests: Why it matters, and what to do about it
Oct 9, 2017
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1245 views
LiJAR: A System for Job Application Redistribution towards Efficient Career Mark...
Oct 9, 2017
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1088 views
Cascade Ranking for Operational Ecommerce Search
Oct 9, 2017
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1002 views
A Practical Exploration System for Search Advertising
Oct 9, 2017
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1057 views
Research Track Session: Kernels and Sketches
A Minimal Variance Estimator for the Cardinality of Big Data Set Intersection
Oct 9, 2017
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893 views
HyperLogLog Hyperextended: Sketches for Concave Sublinear Frequency Statistics
Oct 9, 2017
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905 views
Coresets for Kernel Regression
Oct 9, 2017
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961 views
Communication-Efficient Distributed Block Minimization for Nonlinear Kernel Mac...
Oct 9, 2017
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947 views
Research Track Session: Temporal Analysis
Toeplitz Inverse Covariance-Based Clustering of Multivariate Time Series Data
Oct 9, 2017
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1210 views
TrioVecEvent: Embedding-Based Online Local Event Detection in Geo-Tagged Tweet S...
Oct 9, 2017
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1123 views
Matrix Profile V: A Generic Technique to Incorporate Domain Knowledge into Motif...
Oct 9, 2017
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1069 views
Effective and Real-time In-App Activity Analysis in Encrypted Internet Traffic S...
Oct 9, 2017
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1244 views
Contextual Motifs: Increasing the Utility of Motifs using Contextual Data
Oct 9, 2017
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899 views
Research Track Session: Graphs I
Fast Enumeration of Large kPlexes
Oct 9, 2017
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934 views
Improved Degree Bounds and Full Spectrum Power Laws in Preferential Attachment N...
Oct 9, 2017
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1004 views
On Finding Socially Tenuous Groups for Online Social Networks
Oct 9, 2017
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891 views
A Local Algorithm for StructurePreserving Graph Cut
Oct 9, 2017
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1019 views
Research Track Session: Supervised Learning I
Interpretable Predictions of Tree-based Ensembles via Actionable Feature Tweakin...
Oct 9, 2017
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885 views
Learning Certifiably Optimal Rule Lists for Categorical Data
Oct 9, 2017
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1146 views
Similarity Forests
Oct 9, 2017
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1101 views
AnnexML: Approximate Nearest Neighbor Search for Extreme Multilabel Classificat...
Oct 9, 2017
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1125 views
PPDsparse: A Parallel Primal-Dual Sparse Method for Extreme Classification
Oct 9, 2017
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1069 views
Research Track Session: Deep Learning
Anomaly Detection with Robust Deep Autoencoders
Oct 9, 2017
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1809 views
Patient Subtyping via Time-Aware LSTM Network
Oct 9, 2017
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1217 views
Collaborative Variational Autoencoder for Recommender Systems
Oct 9, 2017
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1257 views
KATE: K-Competitive Autoencoder for Text
Oct 9, 2017
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1050 views
Scalable and Sustainable Deep Learning via Randomized Hashing
Oct 9, 2017
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959 views
Research Track Session: Graphs II
Weisfeiler-Lehman Neural Machine for Link Prediction
Oct 9, 2017
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1368 views
Network Inference via the TimeVarying Graphical Lasso
Oct 9, 2017
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1015 views
Long Short Memory Process: Modeling Growth Dynamics of Microscopic Social Connec...
Oct 10, 2017
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1333 views
PReP: PathBased Relevance from a Probabilistic Perspective in Heterogeneous Inf...
Oct 9, 2017
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948 views
Research Track Session: Methodology
Randomized Feature Engineering as a Fast and Accurate Alternative to Kernel Meth...
Oct 9, 2017
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907 views
The Selective Labels Problem: Evaluating Algorithmic Predictions in the Presence...
Oct 9, 2017
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945 views
Groups-Keeping Solution Path Algorithm for Sparse Regression with Automatic Feat...
Oct 9, 2017
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1039 views
Discovering Reliable Approximate Functional Dependencies
Oct 9, 2017
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884 views
Constructivism Learning: A Learning Paradigm for Transparent Predictive Analytic...
Oct 9, 2017
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1085 views
Research Track Session: Representations
EmbedJoin: Efficient Edit Similarity Joins via Embeddings
Oct 9, 2017
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912 views
Collaboratively Improving Topic Discovery and Word Embeddings by Coordinating Gl...
Oct 9, 2017
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1112 views
Efficient Correlated Topic Modeling with Topic Embedding
Oct 9, 2017
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1044 views
Struc2vec: Learning Node Representations from Structural Identity
Oct 9, 2017
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1450 views
Research Track Session: Matrices
Multi-Aspect Streaming Tensor Completion
Oct 9, 2017
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929 views
Randomization or Condensation? LinearCost Matrix Sketching Via Cascaded Compres...
Oct 9, 2017
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991 views
Discrete Content-aware Matrix Factorization
Oct 9, 2017
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1171 views
Unsupervised Network Discovery for Brain Imaging Data
Oct 9, 2017
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1016 views
SPARTan: Scalable PARAFAC2 for Large & Sparse Data
Oct 9, 2017
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909 views
Research Track Session: Clustering
Local Higher-Order Graph Clustering
Oct 9, 2017
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1213 views
Clustering Individual Transactional Data for Masses of Users
Oct 9, 2017
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949 views
An Online Hierarchical Algorithm for Extreme Clustering
Oct 9, 2017
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1284 views
Ego-splitting Framework: from Non-Overlapping to Overlapping Clusters
Oct 9, 2017
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939 views
Research Track Session: Supervised Learning II
Functional Annotation of Human Protein Coding Isoforms via Nonconvex MultiInst...
Oct 9, 2017
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1297 views
Structural Deep Brain Network Mining
Oct 9, 2017
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1288 views
Is the Whole Greater Than the Sum of Its Parts?
Oct 9, 2017
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1297 views
Deep Embedding Forest: Forestbased Serving with Deep Embedding Features
Oct 9, 2017
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1392 views
Estimating Treatment Effect in the Wild via Differentiated Confounder Balancing
Oct 9, 2017
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1166 views
Research Track Session: Humans and Crowds
The Co-Evolution Model for Social Network Evolving and Opinion Migration
Oct 9, 2017
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1053 views
Accelerating Innovation Through Analogy Mining
Oct 9, 2017
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1142 views
Robust Top-k Multiclass SVM for Visual Category Recognition
Oct 9, 2017
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997 views
Human Mobility Synchronization and Trip Purpose Detection with Mixture of Hawkes...
Oct 9, 2017
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1098 views
Tracking the Dynamics in Crowdfunding
Oct 9, 2017
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1062 views
Research Track Session: Recommenders
HoORaYs: Highorder Optimization of Rating Distance for Recommender Systems
Oct 9, 2017
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1015 views
Unsupervised P2P Rental Recommendations via Integer Programming
Oct 9, 2017
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950 views
Large-scale Collaborative Ranking in Near-Linear Time
Oct 9, 2017
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1111 views
Meta-Graph Based Recommendation Fusion over Heterogeneous Information Networks
Oct 9, 2017
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1125 views
Online Ranking with Constraints: A Primal-Dual Algorithm and Applications to We...
Oct 9, 2017
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956 views
Applied Data Science Invited Session: Understanding Behavior with Data Science
It Takes More than Math and Engineering to Hit the Bullseye with Data
Oct 9, 2017
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827 views
Mining Big Data in NeuroGenetics to Understand Muscular Dystrophy
Oct 9, 2017
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895 views
Talk with Mohak Shah
Oct 9, 2017
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994 views
Applied Data Science Invited Session: Applied Machine Learning
Industrial Machine Learning
Oct 9, 2017
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1016 views
Behavior Informatics to Discover Behavior Insight for Active and Tailored Client...
Oct 9, 2017
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1071 views
Designing AI at Scale to Power Everyday Life
Oct 9, 2017
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954 views
Applied Data Science Invited Session: Intelligent Systems and Data Science
Planning and Learning under Uncertainty: Theory and Practice
Oct 9, 2017
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946 views
Spaceborne Data Enters the Mainstream
Oct 9, 2017
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930 views
Big Data in Climate: Opportunities and Challenges for Machine Learning
Oct 9, 2017
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1125 views
Applied Data Science Invited Session: Management and Benchmarks
More than the Sum of its Parts: Building Domino Data Lab
Oct 9, 2017
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921 views
Machine Learning Software in Practice: Quo Vadis?
Oct 9, 2017
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2320 views
Applied Data Science Invited Session: Panel on Benchmarks and Process Management in Data
Benchmarks and Process Management in Data Science: Will We Ever Get Over this Me...
Oct 9, 2017
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2497 views
Hands-On Tutorials
Massive Online Analytics
Nov 14, 2017
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1062 views
Amazon Web Services & MxNET
Nov 14, 2017
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1736 views
META: A Unifying Framework for the Management and Analysis of Text Data
Nov 14, 2017
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1110 views
Using R for Scalable Data Science: Single Machines to Hadoop Spark Clusters
Nov 14, 2017
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1284 views
Declarative, Large-Scale Machine Learning with Apache SystemML
Nov 14, 2017
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818 views
Cloud-based Data Mining Tools for Storage, Distributed Processing, and Machine L...
Nov 14, 2017
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1086 views
KDD 2017 Closing Session
KDD 2017 Closing Session
Oct 9, 2017
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1430 views