Research

Pioneering Research for Tomorrow's World

Dr. Faisal Kamiran’s research is at the forefront of bias-aware AI, regional language text-mining, graph-mining, and generative AI. His research work comprises of With three book chapters over 50 papers in prestigious journals and conferences including four ICDM (A*) papers and several other high-quality papers in ECML/PKDD, CIKM, PAKDD, EMNLP, KAIS, TKDD, WWW, JIIS, IJIM, NLE. According to Google scholar, Dr. Kamran’s H-index is 20 and i10-Index 26, and his research work has over 4000 citations
Explore his work and be part of the journey shaping the future of AI and data-driven insights.

Locality Aware Temporal FMs for Crime Prediction

Venue: CIKM '22: Proceedings of the 31st ACM International Conference on Information & Knowledge Management.r
Location: New york, United States

Applied computing
Operations research
Forecasting
Information systems
Information retrieval
Retrieval models and ranking
Novelty in information retrieval

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

Venue: CIKM '21: Proceedings of the 30th ACM International Conference on Information & Knowledge Management,
Location: Queensland, Australia

General and Reference
Document Types
Information Systems
Data Management Systems
Information Retrieval
Information Systems Applications
Social and Professional Topics
Professional Topics

OSACT4 shared tasks: Ensembled stacked classification for offensive and hate speech in Arabic tweets

Venue: OSACT: Proceedings of the 5th Workshop on Open-Source Arabic Corpora and Processing Tools with Shared Tasks on Qur'an QA and Fine-Grained Hate Speech Detection
Location: Marseille, France

Deep Learning Models
Offensive Language Detection
Arabic Language Technologies
Computational Linguistics
Natural Language Processing
Information Retrieval
AI/Machine Learning

An assessment of SMS fraud in Pakistan

Venue: COMPASS '19: Proceedings of the 2nd ACM SIGCAS Conference on Computing and Sustainable Societies
Location: New York, United States

Information Systems
Social and Professional Topics
Software and its Engineering
Software Organization and Properties
Contextual Software Domains
Operating Systems

Overlapping Toxic Sentiment Classification Using Deep Neural Architectures

Venue: 2018 IEEE ICDMW: International Conference on Data Mining Workshops
Location: Singapore

Learning (artificial intelligence)
Neural Net Architecture
Pattern Classification
Sentiment Analysis
Social Networking (online)
Toxic Sentiment Classification
Online Media Platform
Textual Data
Short Posts
Text data
Overlapping Sentiment Categories
Overlapping Sentiments
Text Preprocessing
DNN Architecture
Toxic Posts
Deep Neural Network Architectures

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

Venue: PACIS 2018: The 22nd Pacific Asia Conference on Information Systems
Location: Yokohama, Japan

Roman Urdu
Document Classification
Feature Pooling
Lexical Normalization

Modeling Temporal Behavior of Awards Effect on Viewership of Movies

Venue: PAKDD 2017: 21st Pacific-Asia Conference on Knowledge Discovery and Data Mining
Location: Jeju, South Korea

Awards Effect Estimation
Popularity Bias
Recommender Systems

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

Venue: CIKM '16: ACM Conference on Information and Knowledge Management
Location: Indianapolis Indiana USA

Information Systems
Information Systems Applications
Data Mining

Neural Network Based Association Rule Mining from Uncertain Data

Venue: ICONIP2016: The 23rd International Conference on Neural Information Processing
Location: Kyoto, Japan

Frequent Itemset Mining
Uncertain Data
Self Organizing Map

Identification of influential users in speech-based networks

Venue: PACIS 2016: 20th Pacific-Asia Conference on Information Systems
Location: Chiayi, Taiwan

Speech-based Networks
Social Networks
Influence Maximization
Betweenness Centrality

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

Venue: Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing
Location: Lisbon, Portugal

Natural Language Processing
Speech-based Networks
Clustering Algorithm

Understanding the Impact of Socio-Economic and Environmental Factors for Disease Outbreak in Developing Countries

Venue: 2015 IEEE ICDMW: International Conference on Data Mining Workshop
Location: New Jersey, USA

Disease Outbreak Prediction
Epidemic Factors Evaluation
Data Mining and Machine Learning for Health Care

Multi-query Optimization in Federated Databases Using Evolutionary Algorithm

Venue: 2015 IEEE ICMLA: 14th International Conference on Machine Learning and Applications
Location: Florida, USA

Federated Database
Multi-Query Optimization
Load Balancing
Evolutionary Algorithm

Bias-aware lexicon-based sentiment analysis

Venue: SAC '15: Proceedings of the 30th Annual ACM Symposium on Applied Computing
Location: Salamanca, Spain

Discrimination-Aware Data Mining
Fairness in Learning
Lexicon-based Methods
Sentiment Analysis
Text Mining

Anti-discrimination Analysis Using Privacy Attack Strategies

Venue: ECML PKDD 2014: Machine Learning and Knowledge Discovery in Databases
Location: Nancy, France

Contingency Table
Background Knowledge
Protected Group
Data Owner
Negative Decision

Controlling Attribute Effect in Linear Regression

Venue: 2013 IEEE ICDM: 13th International Conference on Data Mining
Location: Texas, USA

Linear Regression
Fair Data Mining
Batch Effects
Propensity Score

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

Venue: 2012 IEEE ICDM: 12th International Conference on Data Mining Workshops
Location: Brussels, Belgium

Discrimination
Classification

Decision Theory for Discrimination-Aware Classification

Venue: 2012 IEEE ICDM: 12th International Conference on Data Mining
Location: Brussels, Belgium

Social Discrimination
Classification
Decision Theory
Ensembles

Handling Conditional Discrimination

Venue: 2011 IEEE ICDM: 11th International Conference on Data Mining
Location: British Columbia, Canada

Discrimination
Classification
Independence

Discrimination Aware Decision Tree Learning

Venue: 2010 IEEE ICDM: International Conference on Data Mining
Location: Sydney, Australia

Data Mining
Classification
Discrimination Aware Data Mining

Classification with no discrimination by preferential sampling | Semantic Scholar

Venue: BENELEARN 2010: 19th Annual Machine Learning Conference of Belgium and The Netherlands
Location:Leuven, Belgium

Classification
Experimental Result
Sampling Scheme
Data Discrimination

Building Classifiers with Independency Constraints

Venue: 2009 IEEE ICDM: International Conference on Data Mining Workshops
Location: Florida, USA

Classifier Learning
Data Contains
Data Attributes
Training Data
Labeling Criteria
Biased Decision Process
Classifier Training
Classifier Prediction
Classification
Independency Constraints Problem

Data driven smart policing: A novel road distance-based k-median model for optimal substation placement

Published in: Journal: Computers in Human Behavior

Data Science
Crime analytics
Spatiotemporal data mining

A clustering framework for lexical normalization of Roman Urdu

Published in: Journal: Natural Language Engineering

Text-mining
Roman Urdu

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

Published in: International Journal of Information Management

Data Science
Crime analytics
Spatiotemporal data mining

Roman Urdu toxic comment classification

Published in: Journal: Language Resources and Evaluation

Hate speech analytics
Text mining
Short text analytics

Modeling, Quantifying and Visualizing Media Bias on Twitter

Published in: IEEE Access: Institute of Electrical and Electronics Engineers

Discrimination-Aware Data Mining
Fairness in Learning
Lexicon-based Methods
Sentiment Analysis
Text Mining

Causal inference for social discrimination reasoning

Published in: Journal of Intelligent Information Systems volume

Social Discrimination
Fairness
Accountability
Transparency
Propensity Score
Causal Analysis

Balancing Prediction Errors for Robust Sentiment Classification

Published in: ACM Journals: ACM Transactions on Knowledge Discovery from Data

Computing Methodologies
Artificial Intelligence
Natural Language Processing
Machine Learning
Learning Paradigms
Supervised Learning
Supervised Learning by Regression
Information Systems
Information Retrieval
Retrieval Tasks and Goals
Sentiment Analysis

Layered convolutional dictionary learning for sparse coding itemsets

Published in: World Wide Web: Special Issue on Big Data Management and Intelligent Analytics

Interesting Itemset Mining
Convolutional Sparse Dictionary Learning
Lossless Compression
Deep Learning
Mohsen Ali

Exploiting reject option in classification for social discrimination control

Published in: Journal: Information Sciences

Discrimination-Aware Data Mining
Theoretic Framework
Biased Data

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

Published in: Scientometrics: An International Journal for all Quantitative Aspects of the Science of Science, Communication in Science and Science Policy