Muhammad Aurangzeb Ahmad

According to our database1, Muhammad Aurangzeb Ahmad authored at least 44 papers between 2005 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2021
Machine Learning Approaches for Type 2 Diabetes Prediction and Care Management.
CoRR, 2021

Assessing Fairness in Classification Parity of Machine Learning Models in Healthcare.
CoRR, 2021

Emergency Department Optimization and Load Prediction in Hospitals.
CoRR, 2021

Software as a Medical Device: Regulating AI in Healthcare via Responsible AI.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

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

Physics Inspired Models in Artificial Intelligence.
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
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
Deviant and Criminal Uses of Social Networks.
Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018

Interpretable Machine Learning in Healthcare.
Proceedings of the IEEE International Conference on Healthcare Informatics, 2018

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

2016
After Death: Big Data and the Promise of Resurrection by Proxy.
Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016

2014
Dark Sides of Social Networking.
Encyclopedia of Social Network Analysis and Mining, 2014

Behavioral data mining and network analysis in massive online games.
Proceedings of the Seventh ACM International Conference on Web Search and Data Mining, 2014

2013
Robust features of trust in social networks.
Soc. Netw. Anal. Min., 2013

Trust, distrust and lack of confidence of users in online social media-sharing communities.
Knowl. Based Syst., 2013

On the Problem of Predicting Real World Characteristics from Virtual Worlds.
Proceedings of the Predicting Real World Behaviors from Virtual World Data @ SocialCom 2013, 2013

Guilt by association?: network based propagation approaches for gold farmer detection.
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

2012
The Ones that Got Away: False Negative Estimation Based Approaches for Gold Farmer Detection.
Proceedings of the 2012 International Conference on Privacy, 2012

Love All, Trust a Few: Link Prediction for Trust and Psycho-social Factors in MMOs.
Proceedings of the Social Computing, Behavioral - Cultural Modeling and Prediction, 2012

Streaming driving behavior data.
Proceedings of the 3rd ACM SIGSPATIAL International Workshop on GeoStreaming, 2012

2011
Focused on the prize: Characteristics of experts in massive multiplayer online games.
First Monday, 2011

What can gold farmers teach us about criminal networks?
XRDS, 2011

<i>Sic transit gloria mundi virtuali</i>?: promise and peril in the computational social science of clandestine organizing.
Proceedings of the Web Science 2011, 2011

Guild Play in MMOGs: Rethinking Common Group Dynamics Models.
Proceedings of the Social Informatics - Third International Conference, SocInfo 2011, 2011

Illicit Bits: Detecting and Analyzing Contraband Networks in Massively Multiplayer Online Games.
Proceedings of the PASSAT/SocialCom 2011, Privacy, 2011

Trust Me, I'm an Expert: Trust, Homophily and Expertise in MMOs.
Proceedings of the PASSAT/SocialCom 2011, Privacy, 2011

Exploration of Robust Features of Trust Across Multiple Social Networks.
Proceedings of the Fifth IEEE Conference on Self-Adaptive and Self-Organizing Systems, 2011

Trust Amongst Rogues? A Hypergraph Approach for Comparing Clandestine Trust Networks in MMOGs.
Proceedings of the Fifth International Conference on Weblogs and Social Media, 2011

Towards Analyzing Adversarial Behavior in Clandestine Networks.
Proceedings of the Applied Adversarial Reasoning and Risk Modeling, 2011

2010
Dark Gold: Statistical Properties of Clandestine Networks in Massively Multiplayer Online Games.
Proceedings of the 2010 IEEE Second International Conference on Social Computing, 2010

Network Exchange in Trust Networks.
Proceedings of the 2010 IEEE Second International Conference on Social Computing, 2010

The Many Faces of Mentoring in an MMORPG.
Proceedings of the 2010 IEEE Second International Conference on Social Computing, 2010

COLBERT: A Scoring Based Graphical Model for Expert Identification.
Proceedings of the Advances in Social Computing, 2010

Opponent Classification in Poker.
Proceedings of the Advances in Social Computing, 2010

Link Prediction Across Multiple Social Networks.
Proceedings of the ICDMW 2010, 2010

GTPA: A Generative Model For Online Mentor-Apprentice Networks.
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009
Inferring Player Rating from Performance Data in Massively Multiplayer Online Role-Playing Games (MMORPGs).
Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009

The Social Behaviors of Experts in Massive Multiplayer Online Role-Playing Games.
Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009

Mining for Gold Farmers: Automatic Detection of Deviant Players in MMOGs.
Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009

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

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

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


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