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Data platforms and analytics

TaskWeaver: A code-first agent framework for efficient data analytics and domain adaptation

Garnet: an open-source, next-generation, faster cache-store for accelerating applications and services

GenAI for Industry - AI-generated image compilation of industrial blueprints from renewable energy to transporation and manufacturing

Injecting New Knowledge into Large Language Models via Supervised Fine-Tuning

Enhanced autoscaling with VASIM: Vertical Autoscaling Simulator Toolkit

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Published Date

Publication

Discovering Order in Chaos: Using a Heuristic Ontology to Derive Spatio-Temporal Sequences for Cadastral Data

Roberto Santos

Spatial Cognition & Computation | September 2015, Vol 15(2): pp. 115-141

Publication

Methodologies for Cross-Domain Data Fusion: An Overview

Yu Zheng

IEEE Transactions on Big Data | September 2015

Project

Publication

Quantification, Communication, and Interpretation of Uncertainty in Simulation and Data Science

Ross Whitaker, William Thompson, James Berger, Baruch Fischhof, Michael Goodchild, Mary Hegarty, Christopher Jermaine, Kathryn S McKinley, Alex Pang, Joanne Wendelberger

CRA Computing Community Consortuim (CCC) | September 2015, pp. 1-22

Publication

YADING: Fast Clustering of Large-Scale Time Series Data

Rui Ding, Qiang Wang, Qiang Wang, Yingnong Dang, Qiang Fu, Haidong Zhang, Dongmei Zhang, Rui Ding

September 2015

Publication

Trajectory Data Mining: An Overview

Yu Zheng

ACM Transaction on Intelligent Systems and Technology | September 2015

Access Project Project Project

Publication

Reducing Replication Bandwidth for Distributed Document Databases

Lianghong Xu, Andrew Paylo, Sudipta Sengupta, Jin Li, Gregory R. Ganger

ACM Symposium on Cloud Computing (SoCC) 2015, Kohala Coast, Hawaii | August 2015

ISBN: 978-1-4503-3651-2

Video

Data Science Summer School 2015 – The Ins and Outs of the New York City Subway System

August 25, 2015 | Justin Rao, Shannon Evans, Steven Vazquez, Eiman Ahmed, and Riva Tropp

Every day, the population of New York regions shrinks and swells as people travel into and around the city. With six million daily trips, the subway system is one of the main conduits for these…