Ankur Teredesai

According to our database, Ankur Teredesai authored at least 87 papers between 2001 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Co-Pilot for Health: Personalized Algorithmic AI Nudging to Improve Health Outcomes.

Jodi Chiam, Aloysius Lim, Cheryl Nott, Nicholas M. Mark, Ankur Teredesai, Sunil Shinde

CoRR, 2024

2023

Blockchain Based Cloud Management Architecture for Maximum Availability.

Alberto Arias Maestro, Oscar Sanjuán Martínez, Ankur Teredesai, Vicente García-Díaz

Int. J. Interact. Multim. Artif. Intell., 2023

Multi-Subset Approach to Early Sepsis Prediction.

Kevin Ewig, Xiangwen Lin, Tucker Stewart, Katherine Stern, Grant E. O'Keefe, Ankur Teredesai, Juhua Hu

CoRR, 2023

Social Public Health Infrastructure for a Smart City Citizen Patient: Advances and Opportunities for AI Driven Disruptive Innovation.

Ankur Teredesai

Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

From Innovation to Scale (I2S) - Discuss and Learn How to Successfully Build, Commercialize, and Scale AI Innovations in Challenging Market Conditions.

Ankur Teredesai, Michael Zeller, Shenghua Bao, Wee Hyong Tok, Linsey Pang

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

NPRL: Nightly Profile Representation Learning for Early Sepsis Onset Prediction in ICU Trauma Patients.

Tucker Stewart, Katherine Stern, Grant E. O'Keefe, Ankur Teredesai, Juhua Hu

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Sub-Sequence Graph Representation Learning on High Variability Data for Dynamic Risk Prediction in Critical Care.

Ankur Teredesai, Sijin Huang, Tucker Stewart, Juhua Hu, Armaan Thakker, Katherine Stern, Grant E. O'Keefe

Proceedings of the IEEE International Conference on Big Data, 2022

2021

Machine Learning Approaches for Type 2 Diabetes Prediction and Care Management.

Aloysius Lim, Ashish Singh, Jody Chiam, Carly Eckert, Vikas Kumar, Muhammad Aurangzeb Ahmad, Ankur Teredesai

CoRR, 2021

Assessing Fairness in Classification Parity of Machine Learning Models in Healthcare.

Ming Yuan, Vikas Kumar, Muhammad Aurangzeb Ahmad, Ankur Teredesai

CoRR, 2021

Emergency Department Optimization and Load Prediction in Hospitals.

Karthik K. Padthe, Vikas Kumar, Carly M. Eckert, Nicholas M. Mark, Anam Zahid, Muhammad Aurangzeb Ahmad, Ankur Teredesai

CoRR, 2021

Software as a Medical Device: Regulating AI in Healthcare via Responsible AI.

Muhammad Aurangzeb Ahmad, Steve Overman, Christine Allen, Vikas Kumar, Ankur Teredesai, Carly Eckert

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Interpretable Phenotyping for Electronic Health Records.

Christine Allen, Juhua Hu, Vikas Kumar, Muhammad Aurangzeb Ahmad, Ankur Teredesai

Proceedings of the 9th IEEE International Conference on Healthcare Informatics, 2021

Machine Learning Approaches for Patient State Prediction in Pediatric ICUs.

Muhammad Aurangzeb Ahmad, Eduardo Trujillo-Rivera, Pollack M. D. Murray, Eckert M. D. Carly, Patel M. D. Anita, Ankur Teredesai

Proceedings of the 9th IEEE International Conference on Healthcare Informatics, 2021

Machine Learning Approaches for Pressure Injury Prediction.

Muhammad Aurangzeb Ahmad, Barrett Larson, Steve Overman, Vikas Kumar, Jing Xie, Alan Rossington, Ankur Patel, Ankur Teredesai

Proceedings of the 9th IEEE International Conference on Healthcare Informatics, 2021

Fairness in Healthcare AI.

Muhammad Aurangzeb Ahmad, Carly Eckert, Christine Allen, Vikas Kumar, Juhua Hu, Ankur Teredesai

Proceedings of the 9th IEEE International Conference on Healthcare Informatics, 2021

2020

Survey of explainable machine learning with visual and granular methods beyond quasi-explanations.

Boris Kovalerchuk, Muhammad Aurangzeb Ahmad, Ankur Teredesai

CoRR, 2020

Fairness in Machine Learning for Healthcare.

Muhammad Aurangzeb Ahmad, Arpit Patel, Carly Eckert, Vikas Kumar, Ankur Teredesai

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Fairness, accountability, transparency in AI at scale: lessons from national programs.

Muhammad Aurangzeb Ahmad, Ankur Teredesai, Carly Eckert

Proceedings of the FAT* '20: Conference on Fairness, 2020

2019

Benchmarking large-scale data management for Internet of Things.

Abdeltawab M. Hendawi, Jayant Gupta, Jiayi Liu, Ankur Teredesai, Naveen Ramakrishnan, Mohak Shah, Shaker H. Ali El-Sappagh, Kyung-Sup Kwak, Mohamed H. Ali

J. Supercomput., 2019

Development and Prospective Validation of a Machine Learning-Based Risk of Readmission Model in a Large Military Hospital.

Carly Eckert, Neris Nieves-Robbins, Elena Spieker, Tom Louwers, David Hazel, James Marquardt, Keith Solveson, Anam Zahid, Muhammad Ahmad, Richard Barnhill, T. Greg McKelvey, Robert Marshall, Eric A. Shry, Ankur Teredesai

Appl. Clin. Inform., 2019

The Challenge of Imputation in Explainable Artificial Intelligence Models.

Muhammad Aurangzeb Ahmad, Carly Eckert, Ankur Teredesai

Proceedings of the Workshop on Artificial Intelligence Safety 2019 co-located with the 28th International Joint Conference on Artificial Intelligence, 2019

2018

Interpretable Machine Learning in Healthcare.

Muhammad Aurangzeb Ahmad, Ankur Teredesai, Carly Eckert

Proceedings of the IEEE International Conference on Healthcare Informatics, 2018

Distributed NoSQL Data Stores: Performance Analysis and a Case Study.

Abdeltawab M. Hendawi, Jayant Gupta, Jiayi Liu, Ankur Teredesai, Naveen Ramakrishnan, Mohak Shah, Mohamed H. Ali

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

Privacy-Preserving Scoring of Tree Ensembles: A Novel Framework for AI in Healthcare.

Kyle Fritchman, Keerthanaa Saminathan, Rafael Dowsley, Tyler Hughes, Martine De Cock, Anderson C. A. Nascimento, Ankur Teredesai

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

Death vs. Data Science: Predicting End of Life.

Muhammad A. Ahmad, Carly Eckert, Greg McKelvey, Kiyana Zolfaghar, Anam Zahid, Ankur Teredesai

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Smart Personalized Routing for Smart Cities.

Abdeltawab M. Hendawi, Aqeel Rustum, Amr A. Ahmadain, David Hazel, Ankur Teredesai, Dev Oliver, Mohamed H. Ali, John A. Stankovic

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Kernel based principal axis tree.

Qiaozhi Li, Jie Sheng, Ankur Teredesai

Proceedings of the IEEE 7th Annual Computing and Communication Workshop and Conference, 2017

Gender prediction on a real life blog data set using LSI and KNN.

Jianle Chen, Tianqi Xiao, Jie Sheng, Ankur Teredesai

Proceedings of the IEEE 7th Annual Computing and Communication Workshop and Conference, 2017

2016

Dynamic and Personalized Routing in PreGo.

Abdeltawab M. Hendawi, Aqeel Rustum, Amr A. Ahmadain, Dev Oliver, David Hazel, Ankur Teredesai, Mohamed H. Ali

Proceedings of the IEEE 17th International Conference on Mobile Data Management, 2016

Risk Stratification for Hospital Readmission of Heart Failure Patients: A Machine Learning Approach.

Chun Pan Hon, Mayana Pereira, Shanu Sushmita, Ankur Teredesai, Martine De Cock

Proceedings of the 7th ACM International Conference on Bioinformatics, 2016

Predicting 30-Day Risk and Cost of "All-Cause" Hospital Readmissions.

Shanu Sushmita, Garima Khulbe, Aftab Hasan, Stacey Newman, Padmashree Ravindra, Senjuti Basu Roy, Martine De Cock, Ankur Teredesai

Proceedings of the Expanding the Boundaries of Health Informatics Using AI, 2016

2015

'The good old days': An examination of nostalgia in Facebook posts.

Sergio Davalos, Altaf Merchant, Gregory M. Rose, Brenton Lessley, Ankur Teredesai

Int. J. Hum. Comput. Stud., 2015

Distributed fuzzy rough prototype selection for Big Data regression.

Sarah Vluymans, Hasan Asfoor, Yvan Saeys, Chris Cornelis, Matthew E. Tolentino, Ankur Teredesai, Martine De Cock

Proceedings of the 2015 Annual Conference of the North American Fuzzy Information Processing Society (NAFIPS) held jointly with 2015 5th World Conference on Soft Computing (WConSC), 2015

A Map-Matching Aware Framework for Road Network Compression.

Abdeltawab M. Hendawi, Amruta Khot, Aqeel Rustum, Anas Basalamah, Ankur Teredesai, Mohamed H. Ali

Proceedings of the 16th IEEE International Conference on Mobile Data Management, 2015

COMA: Road Network Compression for Map-Matching.

Abdeltawab M. Hendawi, Amruta Khot, Aqeel Rustum, Anas Basalamah, Ankur Teredesai, Mohamed H. Ali

Proceedings of the 16th IEEE International Conference on Mobile Data Management, 2015

Dynamic Hierarchical Classification for Patient Risk-of-Readmission.

Senjuti Basu Roy, Ankur Teredesai, Kiyana Zolfaghar, Rui Liu, David Hazel, Stacey Newman, Albert Marinez

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Fuzzy Rough Set Prototype Selection for Regression.

Sarah Vluymans, Yvan Saeys, Chris Cornelis, Ankur Teredesai, Martine De Cock

Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

Population Cost Prediction on Public Healthcare Datasets.

Shanu Sushmita, Stacey Newman, James Marquardt, Prabhu Ram, Viren Prasad, Martine De Cock, Ankur Teredesai

Proceedings of the 5th International Conference on Digital Health 2015, 2015

Scalable adaptive label propagation in Grappa.

Golnoosh Farnadi, Zeinab Mahdavifar, Ivan Keller, Jacob Nelson, Ankur Teredesai, Marie-Francine Moens, Martine De Cock

Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

Selecting Robust Strategies in RTS Games via Concurrent Plan Augmentation.

Abdelrahman Elogeel, Andrey Kolobov, Matthew Alden, Ankur Teredesai

Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015

2014

An Effective Message Forwarding Algorithm for Delay Tolerant Network with Cyclic Probabilistic Influences.

Yitao Li, Ling Ding, Jie Sheng, Cong Liu, Ankur Teredesai

Proceedings of the 10th International Conference on Mobile Ad-hoc and Sensor Networks, 2014

Minimizing makespan and total completion time in MapReduce-like systems.

Yuqing Zhu, Yiwei Jiang, Weili Wu, Ling Ding, Ankur Teredesai, Deying Li, Wonjun Lee

Proceedings of the 2014 IEEE Conference on Computer Communications, 2014

HealthSCOPE: An Interactive Distributed Data Mining Framework for Scalable Prediction of Healthcare Costs.

James Marquardt, Stacey Newman, Deepa Hattarki, Rajagopalan Srinivasan, Shanu Sushmita, Prabhu Ram, Viren Prasad, David Hazel, Archana Ramesh, Martine De Cock, Ankur Teredesai

Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

A Framework to Recommend Interventions for 30-Day Heart Failure Readmission Risk.

Rui Liu, Kiyana Zolfaghar, Si-Chi Chin, Senjuti Basu Roy, Ankur Teredesai

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Basic Micro-Aerial Vehicles (MAVs) obstacles avoidance using monocular computer vision.

Lim-Kwan Kong, Jie Sheng, Ankur Teredesai

Proceedings of the 13th International Conference on Control Automation Robotics & Vision, 2014

Routing service with real world severe weather.

YiRu Li, Sarah George, Craig Apfelbeck, Abdeltawab M. Hendawi, David Hazel, Ankur Teredesai, Mohamed H. Ali

Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2014

Road network compression techniques in spatiotemporal embedded systems: a survey.

Amruta Khot, Abdeltawab M. Hendawi, Anderson C. A. Nascimento, Raj S. Katti, Ankur Teredesai, Mohamed H. Ali

Proceedings of the 5th ACM SIGSPATIAL International Workshop on GeoStreaming, 2014

Age and Gender Identification in Social Media.

James Marquardt, Golnoosh Farnadi, Gayathri Vasudevan, Marie-Francine Moens, Sergio Davalos, Ankur Teredesai, Martine De Cock

Proceedings of the Working Notes for CLEF 2014 Conference, 2014

Divide-n-Discover - Discretization based Data Exploration Framework for Healthcare Analytics.

Si-Chi Chin, Kiyana Zolfaghar, Senjuti Basu Roy, Ankur Teredesai, Paul Amoroso

Proceedings of the HEALTHINF 2014, 2014

Computing fuzzy rough approximations in large scale information systems.

Hasan Asfoor, Rajagopalan Srinivasan, Gayathri Vasudevan, Nele Verbiest, Chris Cornelis, Matthew E. Tolentino, Ankur Teredesai, Martine De Cock

Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

Work in Progress - In-Memory Analysis for Healthcare Big Data.

Muaz Mian, Ankur Teredesai, David Hazel, Sreenivasulu Pokuri, Krishna Uppala

Proceedings of the 2014 IEEE International Congress on Big Data, Anchorage, AK, USA, June 27, 2014

Data Visualization in Educational Datasets Using a Rule-Based Inference System.

Aniruddha Desai, Muaz Mian, David Hazel, Ankur Teredesai, Gregory Benner

Proceedings of the 2014 IEEE International Congress on Big Data, Anchorage, AK, USA, June 27, 2014

Cohort-Based Discretization of Continuous Clinical Features to Discover Readmission Risk Factors for Heart Failure Patients.

Si-Chi Chin, Rui Liu, Ankur Teredesai

Proceedings of the AMIA 2014, 2014

Visual Tracking via Supervised Similarity Matching.

Ji Zhang, Jie Sheng, Ankur Teredesai

Proceedings of the Computer Vision - ACCV 2014, 2014

Evaluation of Classification Methods.

Nele Verbiest, Karel Vermeulen, Ankur Teredesai

Proceedings of the Data Classification: Algorithms and Applications, 2014

2013

Predicting Risk-of-Readmission for Congestive Heart Failure Patients: A Multi-Layer Approach.

Kiyana Zolfaghar, Nele Verbiest, Jayshree Agarwal, Naren Meadem, Si-Chi Chin, Senjuti Basu Roy, Ankur Teredesai, David Hazel, Paul Amoroso, Lester Reed

CoRR, 2013

ChronoZoom: travel through time for education, exploration, and information technology research.

Robert L. Walter, Sergey Berezin, Ankur Teredesai

Proceedings of the 2nd annual conference on Research in information technology, 2013

Big data solutions for predicting risk-of-readmission for congestive heart failure patients.

Kiyana Zolfaghar, Naren Meadem, Ankur Teredesai, Senjuti Basu Roy, Si-Chi Chin, Brian Muckian

Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

Audience segment expansion using distributed in-database k-means clustering.

Archana Ramesh, Ankur Teredesai, Ashish Bindra, Sreenivasulu Pokuri, Krishna Uppala

Proceedings of the Seventh International Workshop on Data Mining for Online Advertising, 2013

2012

Distributed Big Advertiser Data Mining.

Ashish Bindra, Srinivasulu Pokuri, Krishna Uppala, Ankur Teredesai

Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012

ACM SIGSPATIAL GIS Cup 2012.

Mohamed H. Ali, John Krumm, Travis Rautman, Ankur Teredesai

Proceedings of the SIGSPATIAL 2012 International Conference on Advances in Geographic Information Systems (formerly known as GIS), 2012

Dietary intake assessment using integrated sensors and software.

Junqing Shang, Eric P. Pepin, Eric Johnson, David Hazel, Ankur Teredesai, Alan Kristal, Alexander V. Mamishev

Proceedings of the Multimedia on Mobile Devices 2012; and Multimedia Content Access: Algorithms and Systems VI, 2012

2011

Trust- and Distrust-Based Recommendations for Controversial Reviews.

Patricia Victor, Chris Cornelis, Martine De Cock, Ankur Teredesai

IEEE Intell. Syst., 2011

An Extensibility Approach for Spatio-temporal Stream Processing Using Microsoft StreamInsight.

Jeremiah Miller, Miles Raymond, Josh Archer, Seid Adem, Leo Hansel, Sushma Konda, Malik Luti, Yao Zhao, Ankur Teredesai, Mohamed H. Ali

Proceedings of the Advances in Spatial and Temporal Databases, 2011

A pervasive Dietary Data Recording System.

Junqing Shang, Kishore Sundara-Rajan, Levi Lindsey, Alexander V. Mamishev, Eric Johnson, Ankur Teredesai, Alan Kristal

Proceedings of the Ninth Annual IEEE International Conference on Pervasive Computing and Communications, 2011

2010

Ranking Approaches for Microblog Search.

Rinkesh Nagmoti, Ankur Teredesai, Martine De Cock

Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence, 2010

Born to trade: A genetically evolved keyword bidder for sponsored search.

Michael Munsey, Jonathan Veilleux, Sindhura Bikkani, Ankur Teredesai, Martine De Cock

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009

Maximizing Ridesharing Matches for Dynamic Carpooling.

David Thaler, Ankur Teredesai

Proceedings of the Intelligent Environments 2009 - Proceedings of the 5th International Conference on Intelligent Environments, 2009

A Comparative Analysis of Trust-Enhanced Recommenders for Controversial Items.

Patricia Victor, Chris Cornelis, Martine De Cock, Ankur Teredesai

Proceedings of the Third International Conference on Weblogs and Social Media, 2009

Multi-dimensional phenomenon-aware stream query processing.

Ashish Bindra, Ankur Teredesai, Mohamed H. Ali, Walid G. Aref

Proceedings of the 17th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2009

2008

Key figure impact in trust-enhanced recommender systems.

Patricia Victor, Chris Cornelis, Martine De Cock, Ankur Teredesai

AI Commun., 2008

Whom should I trust?: the impact of key figures on cold start recommendations.

Patricia Victor, Chris Cornelis, Ankur Teredesai, Martine De Cock

Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008

2007

A Pervasive Computing Curriculum for Engineering and Science Students.

Fei Hu, Ankur Teredesai

IEEE Pervasive Comput., 2007

2006

CoMMA: a framework for integrated multimedia mining using multi-relational associations.

Ankur Teredesai, Muhammad A. Ahmad, Juveria Kanodia, Roger S. Gaborski

Knowl. Inf. Syst., 2006

SoNEA: Sensing Online Novelty Using Event Archives.

Ankur Teredesai, Yuanfeng Zhu

Proceedings of the IEEE 3rd International Conference on Mobile Adhoc and Sensor Systems, 2006

AQUAGP: Approximate QUery Answers Using Genetic Programming.

Jason B. Peltzer, Ankur Teredesai, Garrett Reinard

Proceedings of the Genetic Programming, 9th European Conference, 2006

Modeling Proliferation of Ideas in Online Social Networks.

Muhammad A. Ahmad, Ankur Teredesai

Proceedings of the Data Mining and Analytics 2006, 2006

2005

GP-based secondary classifiers.

Ankur Teredesai, Venugopal Govindaraju

Pattern Recognit., 2005

Domain Independent Integrated Multimedia Data Mining is a Frivolous Exercise: Classicism vs. Connectionism Debate Revisited.

Muhammad A. Ahmad, Ankur Teredesai

Proceedings of the WM 2005: Professional Knowledge Management - Experiences and Visions, Contributions to the 3rd Conference Professional Knowledge Management, 2005

Genetic Programming in Wireless Sensor Networks.

Derek M. Johnson, Ankur Teredesai, Robert T. Saltarelli

Proceedings of the Genetic Programming, 8th European Conference, 2005

2004

Detection of inconsistent regions in video streams.

Roger S. Gaborski, Vishal S. Vaingankar, Vineet Chaoji, Ankur Teredesai, Aleksey Tentler

Proceedings of the Human Vision and Electronic Imaging IX, 2004

VENUS: A System for Novelty Detection in Video Streams with Learning.

Roger S. Gaborski, Vishal S. Vaingankar, Vineet Chaoji, Ankur Teredesai

Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, 2004

Issues in evolving GP based classifiers for a pattern recognition task.

Ankur Teredesai, Venu Govindaraju

Proceedings of the IEEE Congress on Evolutionary Computation, 2004

2002

On-Line Digit Recognition Using Off-Line Features.

Ankur Teredesai, Eugene H. Ratzlaff, Jayashree Subrahmonia, Venu Govindaraju

Proceedings of the ICVGIP 2002, 2002

2001

Active Digit Classifiers: A Separability Optimization Approach to Emulate Cognition.

Ankur Teredesai, Venu Govindaraju

Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001

Active Handwritten Character Recognition Using Genetic Programming.

Ankur Teredesai, Jaehwa Park, Venu Govindaraju

Proceedings of the Genetic Programming, 4th European Conference, 2001

Secondary classification using key features.

Venu Govindaraju, Zhixin Shi, Ankur Teredesai

Proceedings of the Document Recognition and Retrieval VIII, 2001