Faisal Kamiran

According to our database, Faisal Kamiran authored at least 37 papers between 2009 and 2023.

Collaborative distances:

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

2023

Comparing Prompt-Based and Standard Fine-Tuning for Urdu Text Classification.

Faizad Ullah, Ubaid Azam, Ali Faheem, Faisal Kamiran, Asim Karim

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022

A clustering framework for lexical normalization of Roman Urdu.

Abdul Rafae Khan, Asim Karim, Hassan Sajjad, Faisal Kamiran, Jia Xu

Nat. Lang. Eng., 2022

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

Abinta Mehmood Mir, Ali Hassan, Asma Khalid, Zohair Raza Hassan, Faisal Kamiran, Agha Ali Raza, Saeed-Ul Hassan, Mudassir Shabbir

Comput. Hum. Behav., 2022

Locality Aware Temporal FMs for Crime Prediction.

Sameen Mansha, Abdur Rehman, Shaaf Abdullah, Faisal Kamiran, Hongzhi Yin

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

Roman Urdu toxic comment classification.

Hafiz Hassaan Saeed, Muhammad Haseeb Ashraf, Faisal Kamiran, Asim Karim, Toon Calders

Lang. Resour. Evaluation, 2021

Leveraging Deep Learning and SNA approaches for Smart City Policing in the Developing World.

Saeed-Ul Hassan, Mudassir Shabbir, Sehrish Iqbal, Anwar Said, Faisal Kamiran, Raheel Nawaz, Umar Saif

Int. J. Inf. Manag., 2021

GDFM: Gene Vectors Embodied Deep Attentional Factorization Machines for Interaction prediction.

Sameen Mansha, Tayyab Khalid, Faisal Kamiran, Masroor Hussain, Syed Fawad Hussain, Hongzhi Yin

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.

Bilal Qureshi, Faisal Kamiran, Asim Karim, Salvatore Ruggieri, Dino Pedreschi

J. Intell. Inf. Syst., 2020

Modeling, Quantifying and Visualizing Media Bias on Twitter.

Anam Zahid, Maham Nasir Khan, Ahmer Latif Khan, Faisal Kamiran, Bilal Nasir

IEEE Access, 2020

2019

Layered convolutional dictionary learning for sparse coding itemsets.

Sameen Mansha, Hoang Thanh Lam, Hongzhi Yin, Faisal Kamiran, Mohsen Ali

World Wide Web, 2019

Balancing Prediction Errors for Robust Sentiment Classification.

Mohsin Iqbal, Asim Karim, Faisal Kamiran

ACM Trans. Knowl. Discov. Data, 2019

An assessment of SMS fraud in Pakistan.

Fahad Pervaiz, Rai Shah Nawaz, Muhammad Umer Ramzan, Maryem Zafar Usmani, Shrirang Mare, Kurtis Heimerl, Faisal Kamiran, Richard J. Anderson, Lubna Razaq

Proceedings of the Conference on Computing & Sustainable Societies, 2019

2018

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

Saeed-Ul Hassan, Iqra Safder, Anam Akram, Faisal Kamiran

Scientometrics, 2018

Exploiting reject option in classification for social discrimination control.

Faisal Kamiran, Sameen Mansha, Asim Karim, Xiangliang Zhang

Inf. Sci., 2018

Text Classification in an Under-Resourced Language via Lexical Normalization and Feature Pooling.

Omayya Sohail, Inam Elahi, Ahsan Ijaz, Asim Karim, Faisal Kamiran

Proceedings of the 22nd Pacific Asia Conference on Information Systems, 2018

Overlapping Toxic Sentiment Classification Using Deep Neural Architectures.

Hafiz Hassaan Saeed, Khurram Shahzad, Faisal Kamiran

Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

2017

Machine Learning Based Student Grade Prediction: A Case Study.

Zafar Iqbal, Junaid Qadir, Adnan Noor Mian, Faisal Kamiran

CoRR, 2017

Modeling Temporal Behavior of Awards Effect on Viewership of Movies.

Basmah Altaf, Faisal Kamiran, Xiangliang Zhang

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

2016

Causal Discrimination Discovery Through Propensity Score Analysis.

Bilal Qureshi, Faisal Kamiran, Asim Karim, Salvatore Ruggieri

CoRR, 2016

Identificationofinfluentialusersin speech-Basednetworks.

Aizaz Anwar, Sameen Mansha, Faisal Kamiran, Asim Karim

Proceedings of the 20th Pacific Asia Conference on Information Systems, 2016

Neural Network Based Association Rule Mining from Uncertain Data.

Sameen Mansha, Zaheer Babar, Faisal Kamiran, Asim Karim

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

A Self-Organizing Map for Identifying InfluentialCommunities in Speech-based Networks.

Sameen Mansha, Faisal Kamiran, Asim Karim, Aizaz Anwar

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015

Bias-aware lexicon-based sentiment analysis.

Mohsin Iqbal, Asim Karim, Faisal Kamiran

Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015

Multi-query Optimization in Federated Databases Using Evolutionary Algorithm.

Sameen Mansha, Faisal Kamiran

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.

Zaheer Babar, Abdul Mannan, Faisal Kamiran, Asim Karim

Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

An Unsupervised Method for Discovering Lexical Variations in Roman Urdu Informal Text.

Abdul Rafae, Abdul Qayyum, Muhammad Moeen Uddin, Asim Karim, Hassan Sajjad, Faisal Kamiran

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

2014

Anti-discrimination Analysis Using Privacy Attack Strategies.

Salvatore Ruggieri, Sara Hajian, Faisal Kamiran, Xiangliang Zhang

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

2013

Explainable and Non-explainable Discrimination in Classification.

Faisal Kamiran, Indre Zliobaite

Proceedings of the Discrimination and Privacy in the Information Society, 2013

Techniques for Discrimination-Free Predictive Models.

Faisal Kamiran, Toon Calders, Mykola Pechenizkiy

Proceedings of the Discrimination and Privacy in the Information Society, 2013

Quantifying explainable discrimination and removing illegal discrimination in automated decision making.

Faisal Kamiran, Indre Zliobaite, Toon Calders

Knowl. Inf. Syst., 2013

Controlling Attribute Effect in Linear Regression.

Toon Calders, Asim Karim, Faisal Kamiran, Wasif Ali, Xiangliang Zhang

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

2012

Decision Theory for Discrimination-Aware Classification.

Faisal Kamiran, Asim Karim, Xiangliang Zhang

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

Classifying Socially Sensitive Data Without Discrimination: An Analysis of a Crime Suspect Dataset.

Faisal Kamiran, Asim Karim, Sicco Verwer, Heike Goudriaan

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

2011

Data preprocessing techniques for classification without discrimination.

Faisal Kamiran, Toon Calders

Knowl. Inf. Syst., 2011

Handling Conditional Discrimination.

Indre Zliobaite, Faisal Kamiran, Toon Calders

Proceedings of the 11th IEEE International Conference on Data Mining, 2011

2010

Discrimination Aware Decision Tree Learning.

Faisal Kamiran, Toon Calders, Mykola Pechenizkiy

Proceedings of the ICDM 2010, 2010

2009

Building Classifiers with Independency Constraints.

Toon Calders, Faisal Kamiran, Mykola Pechenizkiy

Proceedings of the ICDM Workshops 2009, 2009