Workshop: Open Dat...
Workshop: Deep Learning with Cray 8:30am - 12:00pm
Welcome
When Data Science and Geoscience... 1:15pm - 1:45pm
Automated Machine Learning Bench... 1:45pm - 2:15pm
Data Science for Studying the Da... 2:15pm - 2:45pm
Networking Break 2:45pm - 3:15pm
Unsupervised Machi...
Computer-aided Dia...
Mixed-type Kernel...
Generate Big Data...
Affordable and Fas...
Empowering Physici...
Family Level Asses...
Quantitative Evalu...
Re-Use of Routinel...
Data-Driven Infere...
Networking Reception 4:55pm - 7:00pm
Breakfast 8:00am - 8:45am
How Data Science is Changing Pub... 9:00am - 9:30am
Enabling Analytics at Scale in A... 9:30am - 10:00am
Networking Break 10:00am - 10:30am
A Novel Multi-Targ...
Three concepts in...
Lessons from Harve...
Dynamic Pricing fo...
A Novel Spatio-tem...
Deep K-Means: Re-T...
A Framework to Ana...
Sysco Journey from...
The BP Data Scienc...
Monitoring Two Dec...
Taming Billions of...
Democratizing Data...
Lunch/Networking 12:30pm - 1:30pm
Predictability Biases in Models 1:30pm - 2:00pm
Human Sensing and Data analysis/... 2:00pm - 2:30pm
Panel: Opportunities and Challenges with Applying Data Science to Human Performa... 2:30pm - 3:45pm
Poster Session and Closing Reception 3:45pm - 5:30pm
Using Bayesian Posterior Summarization for Model Selection in Functional Data Analysis 3:50pm - 5:30pm
Seismicity Detection via Various Data Mining Approaches 3:50pm - 5:30pm
Machine Learning for Voxel Based Dose Distribution Predictions in Proton Therapy: Preliminary Results 3:50pm - 5:30pm
Automatic Detecting of Iceberg – Ship in a Deep Learning Framework 3:50pm - 5:30pm
A Bayesian Realized-Volatility Approach to Volatility Modeling in US Natural Gas Markets 3:50pm - 5:30pm
Reliability Engineering Meets SAT-Solving 3:50pm - 5:30pm
A Data-driven Approach to Real-time Flood Hazard Delineation: Estimating Flood Extent during Hurricane Har... 3:50pm - 5:30pm
Movement of Future of Harvey-Like Hurricanes 3:50pm - 5:30pm
Predicting Alzheimer’s Disease and Frontotemporal Dementia using Clinical Data 3:50pm - 5:30pm
Solving Quantum Many-Body Wavefunctions with Convolutional Neural Networks. 3:50pm - 5:30pm
Evaluating the Buffer vs. Embedded Processes Accounts of Verbal Short-Term Memory: Evidence from a RSA fMR... 3:50pm - 5:30pm
TF-TWAS: Transcription-factor Polymorphism Associated with Tissue-Specific Gene Expression 3:50pm - 5:30pm
Predictive Models of Drug Side-effect Relationships from Distributed Representations of Literature-derived... 3:50pm - 5:30pm
An Analysis of Houston Police Department Officer-Involved Shootings 3:50pm - 5:30pm
Quantifying Flood Hazard and Flood Risk Profiles for an Urban Watershed in Houston, TX 3:50pm - 5:30pm
Teaching Data Science to Anyone and Everyone: Takeaways from the 2018 Workshop on Undergraduate Data Scien... 3:50pm - 5:30pm
Inference of Species Phylogenies from Bi-allelic Markers Using Pseudo-likelihood 3:50pm - 5:30pm
Re-identifying Clustered Weather Patterns: A Test Case for Deep Convolutional Neural Networks 3:50pm - 5:30pm
Re-connecting Humanity via Genetic Genealogy using Informatics 3:50pm - 5:30pm
Exact 3-body Quantum Calculations: Simulating any Interaction in Vacuum or Solid State 3:50pm - 5:30pm
Cryptocurrencies and the Modern Portfolio Theory 3:50pm - 5:30pm
Uncovering Temporal Structure in Hippocampal Output Patterns 3:50pm - 5:30pm
SparsePPG: Towards Driver Monitoring Using Camera-Based Vital Signs Estimation in Near-Infrared 3:50pm - 5:30pm
Longitudinal Connectivity Outperforms Structural Change as a Marker for Prodromal Parkinson's Disease 3:50pm - 5:30pm
Analysis of Spatially Aggregated Data Using Extended Hausdorff Distance 3:50pm - 5:30pm
Generalizability Study of Deep learning based Heart Failure Predictive Model 3:50pm - 5:30pm
Optimizing Separation Efficiency in Nanochannels using Machine Learning Algorithms 3:50pm - 5:30pm
Localization for Autonomous Underwater Vehicles (AUVs) in GPS-Denied Environments 3:50pm - 5:30pm
Data Science for Cancer Research 3:50pm - 5:30pm
Characterizing Spatiotemporal Trends in Extreme Precipitation across the Southern Texas Coast 3:50pm - 5:30pm
Discriminative and Distinct Phenotyping by Constrained Tensor Factorization 3:50pm - 5:30pm
Data Science for High Schools: A Pilot Program to Address the Gap in Data Science Education, and Lessons L... 3:50pm - 5:30pm
Decentralized Decision-Making for the Restoration of Real-World Interdependent Networks 3:50pm - 5:30pm
Species Tree and Reconciliation Estimation under a Duplication-Loss-Coalescence Model 3:50pm - 5:30pm
Integrating Spatial Features into FTIR Histological Image Classification 3:50pm - 5:30pm
Unstated Assumptions of Benchmark Specifications Limit Deep Robotic Reinforcement Learning 3:50pm - 5:30pm
Identifying the Unknown Primary Site of Metastatic Tumors using Support Vector Machines: An Exploration of... 3:50pm - 5:30pm
Generating Synthetic Drilling Time Series Using Deep Neural Networks 3:50pm - 5:30pm
Atom Mapping of Chemical Reactions: A Machine Learning Approach 3:50pm - 5:30pm
Using Local Experiences For Global Motion Planning 3:50pm - 5:30pm
Revolutionize Medical Image Analytics with AI on Intel Architecture 3:50pm - 5:30pm
A Novel Approach to Estimate Seismic Reflection Velocities using Machine Learning: A Case Study from the G... 3:50pm - 5:30pm