Muhammad Aurangzeb Ahmad

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 21

Top Topics

Biomedical Informatics

Top Venues

Publications

Muhammad Aurangzeb Ahmad, Vijay Chickarmane, Farinaz Sabz Ali Pour, Nima Shariari, Taposh Dutta Roy
Validation of a Hospital Digital Twin with Machine Learning. CoRR (2023)
Muhammad Aurangzeb Ahmad, Ilker Yaramis, Taposh Dutta Roy
Creating Trustworthy LLMs: Dealing with Hallucinations in Healthcare AI. CoRR (2023)
Muhammad Aurangzeb Ahmad, Vijay Chickarmane, Farinaz Sabz Ali Pour, Nima Shariari, Taposh Dutta Roy
Validation of a Hospital Digital Twin with Machine Learning. ICHI (2023)
Muhammad Aurangzeb Ahmad, Raafia Ahmed, Steve Overman, Patrick Campbell, Corinne Stroum, Bipin Karunakaran
Machine Learning for Deferral of Care Prediction. CoRR (2022)
Muhammad Aurangzeb Ahmad, Steve Overman, Christine Allen, Vikas Kumar, Ankur Teredesai, Carly Eckert
Software as a Medical Device: Regulating AI in Healthcare via Responsible AI. KDD (2021)
Muhammad Aurangzeb Ahmad, Eduardo Trujillo-Rivera, Pollack M. D. Murray, Eckert M. D. Carly, Patel M. D. Anita, Ankur Teredesai
Machine Learning Approaches for Patient State Prediction in Pediatric ICUs. ICHI (2021)
Karthik K. Padthe, Vikas Kumar, Carly M. Eckert, Nicholas M. Mark, Anam Zahid, Muhammad Aurangzeb Ahmad, Ankur Teredesai
Emergency Department Optimization and Load Prediction in Hospitals. CoRR (2021)
Aloysius Lim, Ashish Singh, Jody Chiam, Carly Eckert, Vikas Kumar, Muhammad Aurangzeb Ahmad, Ankur Teredesai
Machine Learning Approaches for Type 2 Diabetes Prediction and Care Management. CoRR (2021)
Christine Allen, Juhua Hu, Vikas Kumar, Muhammad Aurangzeb Ahmad, Ankur Teredesai
Interpretable Phenotyping for Electronic Health Records. ICHI (2021)
Muhammad Aurangzeb Ahmad, Carly Eckert, Christine Allen, Vikas Kumar, Juhua Hu, Ankur Teredesai
Fairness in Healthcare AI. ICHI (2021)
Ming Yuan, Vikas Kumar, Muhammad Aurangzeb Ahmad, Ankur Teredesai
Assessing Fairness in Classification Parity of Machine Learning Models in Healthcare. CoRR (2021)
Muhammad Aurangzeb Ahmad, Barrett Larson, Steve Overman, Vikas Kumar, Jing Xie, Alan Rossington, Ankur Patel, Ankur Teredesai
Machine Learning Approaches for Pressure Injury Prediction. ICHI (2021)
Muhammad Aurangzeb Ahmad, Sener Özönder
Physics Inspired Models in Artificial Intelligence. KDD (2020)
Boris Kovalerchuk, Muhammad Aurangzeb Ahmad, Ankur Teredesai
Survey of explainable machine learning with visual and granular methods beyond quasi-explanations. CoRR (2020)
Muhammad Aurangzeb Ahmad, Arpit Patel, Carly Eckert, Vikas Kumar, Ankur Teredesai
Fairness in Machine Learning for Healthcare. KDD (2020)
Muhammad Aurangzeb Ahmad, Ankur Teredesai, Carly Eckert
Fairness, accountability, transparency in AI at scale: lessons from national programs. FAT* (2020)
Muhammad Aurangzeb Ahmad, Carly Eckert, Ankur Teredesai
The Challenge of Imputation in Explainable Artificial Intelligence Models. CoRR (2019)
Muhammad Aurangzeb Ahmad, Carly Eckert, Ankur Teredesai
The Challenge of Imputation in Explainable Artificial Intelligence Models. AISafety@IJCAI (2019)
Muhammad Aurangzeb Ahmad, Carly Eckert, Ankur Teredesai
Interpretable Machine Learning in Healthcare. BCB (2018)
Muhammad Aurangzeb Ahmad, Ankur Teredesai, Carly Eckert
Interpretable Machine Learning in Healthcare. ICHI (2018)
Muhammad Aurangzeb Ahmad
After Death: Big Data and the Promise of Resurrection by Proxy. CHI Extended Abstracts (2016)
Muhammad Aurangzeb Ahmad, Jaideep Srivastava
Behavioral data mining and network analysis in massive online games. WSDM (2014)
Zoheb Hassan Borbora, Muhammad Aurangzeb Ahmad, Jehwan Oh, Karen Zita Haigh, Jaideep Srivastava, Zhen Wen
Robust features of trust in social networks. Soc. Netw. Anal. Min. 3 (4) (2013)
Muhammad Aurangzeb Ahmad, Brian Keegan, Atanu Roy, Dmitri Williams, Jaideep Srivastava, Noshir S. Contractor
Guilt by association?: network based propagation approaches for gold farmer detection. ASONAM (2013)
Muhammad Aurangzeb Ahmad, Cuihua Shen, Jaideep Srivastava, Noshir Contractor
On the Problem of Predicting Real World Characteristics from Virtual Worlds. Predicting Real World Behaviors from Virtual World Data @ SocialCom (2013)
Muhammad Aurangzeb Ahmad, Zoheb Borbora, Jaideep Srivastava, Noshir S. Contractor
Love All, Trust a Few: Link Prediction for Trust and Psycho-social Factors in MMOs. SBP (2012)
Atanu Roy, Muhammad Aurangzeb Ahmad, Chandrima Sarkar, Brian Keegan, Jaideep Srivastava
The Ones that Got Away: False Negative Estimation Based Approaches for Gold Farmer Detection. SocialCom/PASSAT (2012)
Anas Basalamah, Muhammad Aurangzeb Ahmad, Mohamed Elidrisi, Saleh M. Basalamah, Mohamed F. Mokbel
Streaming driving behavior data. IWGS@SIGSPATIAL/GIS (2012)
Muhammad Aurangzeb Ahmad, Zoheb Borbora, Cuihua Shen, Jaideep Srivastava, Dmitri Williams
Guild Play in MMOGs: Rethinking Common Group Dynamics Models. SocInfo (2011)
Brian Keegan, Muhammad Aurangzeb Ahmad, Dmitri Williams, Jaideep Srivastava, Noshir S. Contractor
?: promise and peril in the computational social science of clandestine organizing. WebSci (2011)
Muhammad Aurangzeb Ahmad, Brian Keegan, Sophia D. Sullivan, Dmitri Williams, Jaideep Srivastava, Noshir S. Contractor
Illicit Bits: Detecting and Analyzing Contraband Networks in Massively Multiplayer Online Games. SocialCom/PASSAT (2011)
Muhammad Aurangzeb Ahmad, Iftekhar Ahmed, Jaideep Srivastava, Marshall Scott Poole
Trust Me, I'm an Expert: Trust, Homophily and Expertise in MMOs. SocialCom/PASSAT (2011)
Brian Keegan, Muhammad Aurangzeb Ahmad, Dmitri Williams, Jaideep Srivastava, Noshir S. Contractor
What can gold farmers teach us about criminal networks? XRDS 17 (3) (2011)
Zoheb Borbora, Muhammad Aurangzeb Ahmad, Karen Zita Haigh, Jaideep Srivastava, Zhen Wen
Exploration of Robust Features of Trust Across Multiple Social Networks. SASO Workshops (2011)
Muhammad Aurangzeb Ahmad, Brian Keegan, Dmitri Williams, Jaideep Srivastava, Noshir S. Contractor
Trust Amongst Rogues? A Hypergraph Approach for Comparing Clandestine Trust Networks in MMOGs. ICWSM (2011)
Muhammad Aurangzeb Ahmad, Brian Keegan, Sophia D. Sullivan, Dmitri Williams, Jaideep Srivastava, Noshir S. Contractor
Towards Analyzing Adversarial Behavior in Clandestine Networks. Applied Adversarial Reasoning and Risk Modeling (2011)
Muhammad Aurangzeb Ahmad, David A. Huffaker, Jing Wang, Jeffrey William Treem, Marshall Scott Poole, Jaideep Srivastava
GTPA: A Generative Model For Online Mentor-Apprentice Networks. AAAI (2010)
Muhammad Aurangzeb Ahmad, Marshall Scott Poole, Jaideep Srivastava
Network Exchange in Trust Networks. SocialCom/PASSAT (2010)
Muhammad Aurangzeb Ahmad, Xin Zhao
COLBERT: A Scoring Based Graphical Model for Expert Identification. SBP (2010)
Brian Keegan, Muhammad Aurangzeb Ahmad, Dmitri Williams, Jaideep Srivastava, Noshir S. Contractor
Dark Gold: Statistical Properties of Clandestine Networks in Massively Multiplayer Online Games. SocialCom/PASSAT (2010)
Muhammad Aurangzeb Ahmad, David A. Huffaker, Jing Wang, Jeffrey William Treem, Dinesh K. Kumar, Marshall Scott Poole, Jaideep Srivastava
The Many Faces of Mentoring in an MMORPG. SocialCom/PASSAT (2010)
Muhammad Aurangzeb Ahmad, Zoheb Borbora, Jaideep Srivastava, Noshir S. Contractor
Link Prediction Across Multiple Social Networks. ICDM Workshops (2010)
Muhammad Aurangzeb Ahmad, Mohamed Elidrisi
Opponent Classification in Poker. SBP (2010)
Kyong Jin Shim, Muhammad Aurangzeb Ahmad, Nishith Pathak, Jaideep Srivastava
Inferring Player Rating from Performance Data in Massively Multiplayer Online Role-Playing Games (MMORPGs). CSE (4) (2009)
Muhammad Aurangzeb Ahmad, Brian Keegan, Jaideep Srivastava, Dmitri Williams, Noshir S. Contractor
Mining for Gold Farmers: Automatic Detection of Deviant Players in MMOGs. CSE (4) (2009)
David A. Huffaker, Jing (Annie) Wang, Jeffrey William Treem, Muhammad Aurangzeb Ahmad, Lindsay Fullerton, Dmitri Williams, Marshall Scott Poole, Noshir S. Contractor
The Social Behaviors of Experts in Massive Multiplayer Online Role-Playing Games. CSE (4) (2009)