Ankur Teredesai

According to our database1, Ankur Teredesai authored at least 69 papers between 2001 and 2020.

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Bibliography

2020
Survey of explainable machine learning with visual and granular methods beyond quasi-explanations.
CoRR, 2020

Fairness in Machine Learning for Healthcare.
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.
Proceedings of the FAT* '20: Conference on Fairness, 2020

2019
Benchmarking large-scale data management for Internet of Things.
J. Supercomput., 2019

The Challenge of Imputation in Explainable Artificial Intelligence Models.
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.
Proceedings of the IEEE International Conference on Healthcare Informatics, 2018

Distributed NoSQL Data Stores: Performance Analysis and a Case Study.
Proceedings of the IEEE International Conference on Big Data, 2018

Privacy-Preserving Scoring of Tree Ensembles: A Novel Framework for AI in Healthcare.
Proceedings of the IEEE International Conference on Big Data, 2018

Death vs. Data Science: Predicting End of Life.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Smart Personalized Routing for Smart Cities.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Kernel based principal axis tree.
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.
Proceedings of the IEEE 7th Annual Computing and Communication Workshop and Conference, 2017

2016
Dynamic and Personalized Routing in PreGo.
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.
Proceedings of the 7th ACM International Conference on Bioinformatics, 2016

Predicting 30-Day Risk and Cost of "All-Cause" Hospital Readmissions.
Proceedings of the Expanding the Boundaries of Health Informatics Using AI, 2016

2015
'The good old days': An examination of nostalgia in Facebook posts.
Int. J. Hum. Comput. Stud., 2015

Distributed fuzzy rough prototype selection for Big Data regression.
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.
Proceedings of the 16th IEEE International Conference on Mobile Data Management, 2015

COMA: Road Network Compression for Map-Matching.
Proceedings of the 16th IEEE International Conference on Mobile Data Management, 2015

Dynamic Hierarchical Classification for Patient Risk-of-Readmission.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Fuzzy Rough Set Prototype Selection for Regression.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

Population Cost Prediction on Public Healthcare Datasets.
Proceedings of the 5th International Conference on Digital Health 2015, 2015

Scalable adaptive label propagation in Grappa.
Proceedings of the 2015 IEEE International Conference on Big Data, 2015

Selecting Robust Strategies in RTS Games via Concurrent Plan Augmentation.
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.
Proceedings of the 10th International Conference on Mobile Ad-hoc and Sensor Networks, 2014

Minimizing makespan and total completion time in MapReduce-like systems.
Proceedings of the 2014 IEEE Conference on Computer Communications, 2014

HealthSCOPE: An Interactive Distributed Data Mining Framework for Scalable Prediction of Healthcare Costs.
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

A Framework to Recommend Interventions for 30-Day Heart Failure Readmission Risk.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Basic Micro-Aerial Vehicles (MAVs) obstacles avoidance using monocular computer vision.
Proceedings of the 13th International Conference on Control Automation Robotics & Vision, 2014

Routing service with real world severe weather.
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.
Proceedings of the 5th ACM SIGSPATIAL International Workshop on GeoStreaming, 2014

Age and Gender Identification in Social Media.
Proceedings of the Working Notes for CLEF 2014 Conference, 2014

Divide-n-Discover - Discretization based Data Exploration Framework for Healthcare Analytics.
Proceedings of the HEALTHINF 2014, 2014

Computing fuzzy rough approximations in large scale information systems.
Proceedings of the 2014 IEEE International Conference on Big Data, 2014

Work in Progress - In-Memory Analysis for Healthcare Big Data.
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.
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.
Proceedings of the AMIA 2014, 2014

Visual Tracking via Supervised Similarity Matching.
Proceedings of the Computer Vision - ACCV 2014, 2014

Evaluation of Classification Methods.
Proceedings of the Data Classification: Algorithms and Applications, 2014

2013
Predicting Risk-of-Readmission for Congestive Heart Failure Patients: A Multi-Layer Approach.
CoRR, 2013

ChronoZoom: travel through time for education, exploration, and information technology research.
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.
Proceedings of the 2013 IEEE International Conference on Big Data, 2013

2012
Distributed Big Advertiser Data Mining.
Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012

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

2011
Trust- and Distrust-Based Recommendations for Controversial Reviews.
IEEE Intell. Syst., 2011

An Extensibility Approach for Spatio-temporal Stream Processing Using Microsoft StreamInsight.
Proceedings of the Advances in Spatial and Temporal Databases, 2011

A pervasive Dietary Data Recording System.
Proceedings of the Ninth Annual IEEE International Conference on Pervasive Computing and Communications, 2011

2010
Ranking Approaches for Microblog Search.
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence, 2010

Born to trade: A genetically evolved keyword bidder for sponsored search.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009
Maximizing Ridesharing Matches for Dynamic Carpooling.
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.
Proceedings of the Third International Conference on Weblogs and Social Media, 2009

Multi-dimensional phenomenon-aware stream query processing.
Proceedings of the 17th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2009

2008
Key figure impact in trust-enhanced recommender systems.
AI Commun., 2008

Whom should I trust?: the impact of key figures on cold start recommendations.
Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008

2007
A Pervasive Computing Curriculum for Engineering and Science Students.
IEEE Pervasive Comput., 2007

2006
CoMMA: a framework for integrated multimedia mining using multi-relational associations.
Knowl. Inf. Syst., 2006

SoNEA: Sensing Online Novelty Using Event Archives.
Proceedings of the IEEE 3rd International Conference on Mobile Adhoc and Sensor Systems, 2006

AQUAGP: Approximate QUery Answers Using Genetic Programming.
Proceedings of the Genetic Programming, 9th European Conference, 2006

Modeling Proliferation of Ideas in Online Social Networks.
Proceedings of the Data Mining and Analytics 2006, 2006

2005
GP-based secondary classifiers.
Pattern Recognit., 2005

Domain Independent Integrated Multimedia Data Mining is a Frivolous Exercise: Classicism vs. Connectionism Debate Revisited.
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.
Proceedings of the Genetic Programming, 8th European Conference, 2005

2004
Detection of inconsistent regions in video streams.
Proceedings of the Human Vision and Electronic Imaging IX, 2004

VENUS: A System for Novelty Detection in Video Streams with Learning.
Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, 2004

Issues in evolving GP based classifiers for a pattern recognition task.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004

2002
On-Line Digit Recognition Using Off-Line Features.
Proceedings of the ICVGIP 2002, 2002

2001
Active Digit Classifiers: A Separability Optimization Approach to Emulate Cognition.
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001

Active Handwritten Character Recognition Using Genetic Programming.
Proceedings of the Genetic Programming, 4th European Conference, 2001

Secondary classification using key features.
Proceedings of the Document Recognition and Retrieval VIII, 2001


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