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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

Studying User Income through Language, Behaviour and Affect in Social Media

Daniel Preoţiuc-Pietro, Svitlana Volkova, Vasileios Lampos, Yoram Bachrach, Nikolaos Aletras

PLOS One | September 2015

Publication

Supervised Link Prediction Using Multiple Sources

Zhengdong Lu, Berkant Savas, Wei Tang, Inderjit Dhillon

TR-10-35 | September 2015

SIGGRAPH 2008

Publication

Joint Named Entity Recognition and Disambiguation

Gang Luo, Xiaojiang Huang, Chin-Yew Lin, Zaiqing Nie

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing | September 2015

Project Project

Tool

Algorithm for Influence Estimation and Maximization

This project constitutes the original C++ implementation of the influence oracle and influence maximization algorithms, which were developed in the paper Sketch-based Influence Maximization and Computation: Scaling Up with Guarantees (opens in new tab) by Edith Cohen (opens…

GitHub

Publication

Schema-Agnostic Indexing with Azure DocumentDB

Dharma Shukla, Shireesh Thota, Karthik Raman, Madhan Gajendran, Ankur Shah, Sergii Ziuzin, Krishnan Sundaram, Miguel Gonzalez Guajardo, Anna Wawrzyniak, Samer Boshra, Renato Ferreira, Mohamed Nassar, Michael Koltachev, Ji Huang, Sudipta Sengupta, Justin Levandoski, David Lomet

Proceedings of the VLDB Endowment | September 2015

Microsoft Research Blog

Researchers make advances in database security “arms race”

September 3, 2015

By Allison Linn, Senior Writer, Microsoft Research A Microsoft researcher and his academic colleagues have figured out a way to obtain personal information from certain encrypted databases even when the databases are being protected by…

Publication

Trajectory Data Mining: An Overview

Yu Zheng

ACM Transaction on Intelligent Systems and Technology | September 2015

Access Project Project Project

Publication

Methodologies for Cross-Domain Data Fusion: An Overview

Yu Zheng

IEEE Transactions on Big Data | September 2015

Project

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

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

Data platforms and analytics

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