Faisal Kamiran

Orcid: 0000-0002-1168-9451

According to our database1, Faisal Kamiran authored at least 38 papers between 2009 and 2024.

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

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
Detecting Cybercrimes in Accordance with Pakistani Law: Dataset and Evaluation Using PLMs.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023
Comparing Prompt-Based and Standard Fine-Tuning for Urdu Text Classification.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022
A clustering framework for lexical normalization of Roman Urdu.
Nat. Lang. Eng., 2022

Data driven smart policing: A novel road distance-based <i>k</i>-median model for optimal substation placement.
Comput. Hum. Behav., 2022

Locality Aware Temporal FMs for Crime Prediction.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021
Roman Urdu toxic comment classification.
Lang. Resour. Evaluation, 2021

Leveraging Deep Learning and SNA approaches for Smart City Policing in the Developing World.
Int. J. Inf. Manag., 2021

GDFM: Gene Vectors Embodied Deep Attentional Factorization Machines for Interaction prediction.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020
Causal inference for social discrimination reasoning.
J. Intell. Inf. Syst., 2020

Modeling, Quantifying and Visualizing Media Bias on Twitter.
IEEE Access, 2020

2019
Layered convolutional dictionary learning for sparse coding itemsets.
World Wide Web, 2019

Balancing Prediction Errors for Robust Sentiment Classification.
ACM Trans. Knowl. Discov. Data, 2019

An assessment of SMS fraud in Pakistan.
Proceedings of the Conference on Computing & Sustainable Societies, 2019

2018
A novel machine-learning approach to measuring scientific knowledge flows using citation context analysis.
Scientometrics, 2018

Exploiting reject option in classification for social discrimination control.
Inf. Sci., 2018

Text Classification in an Under-Resourced Language via Lexical Normalization and Feature Pooling.
Proceedings of the 22nd Pacific Asia Conference on Information Systems, 2018

Overlapping Toxic Sentiment Classification Using Deep Neural Architectures.
Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

2017
Machine Learning Based Student Grade Prediction: A Case Study.
CoRR, 2017

Modeling Temporal Behavior of Awards Effect on Viewership of Movies.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

2016
Causal Discrimination Discovery Through Propensity Score Analysis.
CoRR, 2016

Identificationofinfluentialusersin speech-Basednetworks.
Proceedings of the 20th Pacific Asia Conference on Information Systems, 2016

Neural Network Based Association Rule Mining from Uncertain Data.
Proceedings of the Neural Information Processing - 23rd International Conference, 2016

A Self-Organizing Map for Identifying InfluentialCommunities in Speech-based Networks.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015
Bias-aware lexicon-based sentiment analysis.
Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015

Multi-query Optimization in Federated Databases Using Evolutionary Algorithm.
Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

Understanding the Impact of Socio-Economic and Environmental Factors for Disease Outbreak in Developing Countries.
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

An Unsupervised Method for Discovering Lexical Variations in Roman Urdu Informal Text.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

2014
Anti-discrimination Analysis Using Privacy Attack Strategies.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

2013
Explainable and Non-explainable Discrimination in Classification.
Proceedings of the Discrimination and Privacy in the Information Society, 2013

Techniques for Discrimination-Free Predictive Models.
Proceedings of the Discrimination and Privacy in the Information Society, 2013

Quantifying explainable discrimination and removing illegal discrimination in automated decision making.
Knowl. Inf. Syst., 2013

Controlling Attribute Effect in Linear Regression.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

2012
Decision Theory for Discrimination-Aware Classification.
Proceedings of the 12th IEEE International Conference on Data Mining, 2012

Classifying Socially Sensitive Data Without Discrimination: An Analysis of a Crime Suspect Dataset.
Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012

2011
Data preprocessing techniques for classification without discrimination.
Knowl. Inf. Syst., 2011

Handling Conditional Discrimination.
Proceedings of the 11th IEEE International Conference on Data Mining, 2011

2010
Discrimination Aware Decision Tree Learning.
Proceedings of the ICDM 2010, 2010

2009
Building Classifiers with Independency Constraints.
Proceedings of the ICDM Workshops 2009, 2009


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