List of works - Eric Horvitz

A Comparison of HMMs and Dynamic Bayesian Networks for Recognizing Office Activities

A study in transfer learning: leveraging data from multiple hospitals to enhance hospital-specific predictions

scientific article

A time-indexed reference standard of adverse drug reactions

scientific article

AI, people, and society

scientific article published in July 2017

An Approximate Nonmyopic Computation for Value of Information

Breaking Boundaries Between Induction Time and Diagnosis Time Active Information Acquisition ⬇️

scientific article published in January 2009

Data-driven decisions for reducing readmissions for heart failure: general methodology and case study

scientific article

Early identification of adverse drug reactions from search log data

scientific article published on 20 November 2015

Evaluation of the Feasibility of Screening Patients for Early Signs of Lung Carcinoma in Web Search Logs

scientific article published on 10 November 2016

Experiences with web search on medical concerns and self diagnosis

scientific article

From health search to healthcare: explorations of intention and utilization via query logs and user surveys

scientific article published on 11 May 2013

From web search to healthcare utilization: privacy-sensitive studies from mobile data

scientific article

Geospatial Structure of a Planetary-Scale Social Network

Influence of Pokémon Go on Physical Activity: Study and Implications

scientific article

Information cartography

Interactive optimization for steering machine classification

scientific article published in 2010

Layered representations for learning and inferring office activity from multiple sensory channels

scholarly article by Nuria Oliver et al published November 2004 in Computer Vision and Image Understanding

Learning Data-Driven Patient Risk Stratification Models for Clostridium difficile

scientific article

Models of attention in computing and communication

article by Eric Horvitz et al published 1 March 2003 in Communications of the ACM

Panel topic: Pervasive and social computing: Where are we heading?

scholarly article published March 2011

Panel: Alternative Careers for Biomedical Informatics PhDs

scientific article published on 18 March 2013

Patient Risk Stratification for Hospital-Associated C. diff as a Time-Series Classification Task ⬇️

scientific article published in January 2012

Physician Attitudes about Patient-Facing Information Displays at an Urban Emergency Department.

scientific article

Planetary-scale views on a large instant-messaging network

Policy forum. Data, privacy, and the greater good

scientific article

Principles and applications of continual computation

Principles of mixed-initiative user interfaces

Reading Between the Lines: Modeling User Behavior and Costs in AI-Assisted Programming

scientific article published on 11 May 2024

S-SEER: Selective Perception in a Multimodal Office Activity Recognition System

Scalable Semisupervised Functional Neurocartography Reveals Canonical Neurons in Behavioral Networks

scientific article published on 27 June 2016

Screening for Pancreatic Adenocarcinoma Using Signals From Web Search Logs: Feasibility Study and Results

scientific article

Seeking insights about cycling mood disorders via anonymized search logs

scientific article (publication date: 25 February 2014)

Selective perception policies for guiding sensing and computation in multimodal systems

Selective perception policies for guiding sensing and computation in multimodal systems: A comparative analysis

Toward multimodal signal detection of adverse drug reactions

scientific article published on 25 October 2017

Tractable near-optimal policies for crawling.

scientific article

Web projections

Web to world: predicting transitions from self-diagnosis to the pursuit of local medical assistance in web search.

scientific article published on 13 November 2010

Web-scale pharmacovigilance: listening to signals from the crowd

scientific article

List of works by Eric Horvitz

A Comparison of HMMs and Dynamic Bayesian Networks for Recognizing Office Activities

A study in transfer learning: leveraging data from multiple hospitals to enhance hospital-specific predictions

A time-indexed reference standard of adverse drug reactions

AI, people, and society

An Approximate Nonmyopic Computation for Value of Information

Breaking Boundaries Between Induction Time and Diagnosis Time Active Information Acquisition ⬇️

Data-driven decisions for reducing readmissions for heart failure: general methodology and case study

Early identification of adverse drug reactions from search log data

Evaluation of the Feasibility of Screening Patients for Early Signs of Lung Carcinoma in Web Search Logs

Experiences with web search on medical concerns and self diagnosis

From health search to healthcare: explorations of intention and utilization via query logs and user surveys

From web search to healthcare utilization: privacy-sensitive studies from mobile data

Geospatial Structure of a Planetary-Scale Social Network

Influence of Pokémon Go on Physical Activity: Study and Implications

Information cartography

Interactive optimization for steering machine classification

Layered representations for learning and inferring office activity from multiple sensory channels

Learning Data-Driven Patient Risk Stratification Models for Clostridium difficile

Models of attention in computing and communication

Panel topic: Pervasive and social computing: Where are we heading?

Panel: Alternative Careers for Biomedical Informatics PhDs

Patient Risk Stratification for Hospital-Associated C. diff as a Time-Series Classification Task ⬇️

Physician Attitudes about Patient-Facing Information Displays at an Urban Emergency Department.

Planetary-scale views on a large instant-messaging network

Policy forum. Data, privacy, and the greater good

Principles and applications of continual computation

Principles of mixed-initiative user interfaces

Reading Between the Lines: Modeling User Behavior and Costs in AI-Assisted Programming

S-SEER: Selective Perception in a Multimodal Office Activity Recognition System

Scalable Semisupervised Functional Neurocartography Reveals Canonical Neurons in Behavioral Networks

Screening for Pancreatic Adenocarcinoma Using Signals From Web Search Logs: Feasibility Study and Results

Seeking insights about cycling mood disorders via anonymized search logs

Selective perception policies for guiding sensing and computation in multimodal systems

Selective perception policies for guiding sensing and computation in multimodal systems

Selective perception policies for guiding sensing and computation in multimodal systems: A comparative analysis

Toward multimodal signal detection of adverse drug reactions

Tractable near-optimal policies for crawling.

Web projections

Web to world: predicting transitions from self-diagnosis to the pursuit of local medical assistance in web search.

Web-scale pharmacovigilance: listening to signals from the crowd