Muhammad Rafi

Orcid: 0000-0002-3673-5979

According to our database1, Muhammad Rafi authored at least 54 papers between 2004 and 2024.

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

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Textual analysis of End User License Agreement for red-flagging potentially malicious software.
CoRR, 2024

GCZRec: Generative Collaborative Zero-Shot Framework for Cold Start News Recommendation.
IEEE Access, 2024

2023
A filter-based feature selection approach in multilabel classification.
Mach. Learn. Sci. Technol., December, 2023

Accuracy and Fidelity Comparison of Luna and DALL-E 2 Diffusion-Based Image Generation Systems.
CoRR, 2023

Toward an Optimal and Structured Feature Subset Selection for Multi-Target Regression Using Genetic Algorithm.
IEEE Access, 2023

Enhancing Cryptocurrency Price Forecasting Accuracy: A Feature Selection and Weighting Approach With Bi-Directional LSTM and Trend-Preserving Model Bias Correction.
IEEE Access, 2023

Humour Translation with Transformers.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2023

2022
Estimation of the knowledge management model for performance measurement in university libraries.
Libr. Hi Tech, 2022

Artificial Interrogation for Attributing Language Models.
CoRR, 2022

Guiding Attention using Partial-Order Relationships for Image Captioning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

FAST-MT Participation for the JOKER CLEF-2022 Automatic Pun and Humour Translation Tasks.
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

Learning Local and Global Features for Optimized Multi-Label Text Classification.
Proceedings of the International Arab Conference on Information Technology, 2022

2021
A systematic metadata harvesting workflow for analysing scientific networks.
PeerJ Comput. Sci., 2021

Performance-based evaluation of academic libraries in the big data era.
J. Inf. Sci., 2021

Towards optimal ATM cash replenishment using time series analysis.
J. Intell. Fuzzy Syst., 2021

Feature selection for semi-supervised multi-target regression using genetic algorithm.
Appl. Intell., 2021

Deep Learning Based Framework for Classification of Water Quality in Social Media Data.
Proceedings of the Working Notes Proceedings of the MediaEval 2021 Workshop, 2021

Disaster based Visual Sentiment Analysis using Deep Learning.
Proceedings of the Working Notes Proceedings of the MediaEval 2021 Workshop, 2021

Towards Time Series Forecasting of Cross-Data Analytics for Haze Prediction.
Proceedings of the Working Notes Proceedings of the MediaEval 2021 Workshop, 2021

Unsupervised Topic Aware Document-Level Semantic Representation for Document Clustering.
Proceedings of the 22nd International Arab Conference on Information Technology, 2021

2020
Librarian's perspective for the implementation of big data analytics in libraries on the bases of lean-startup model.
Digit. Libr. Perspect., 2020

Live Anomaly Detection based on Machine Learning Techniques SAD-F: Spark Based Anomaly Detection Framework.
CoRR, 2020

Discriminative Adaptive Sets for Multi-Label Classification.
IEEE Access, 2020

An Intelligent and Time-Efficient DDoS Identification Framework for Real-Time Enterprise Networks: SAD-F: Spark Based Anomaly Detection Framework.
IEEE Access, 2020

Attention Transformer Model for Translation of Similar Languages.
Proceedings of the Fifth Conference on Machine Translation, 2020

Ensemble Based Method for the Classification of Flooding Event Using Social Media Data.
Proceedings of the Working Notes Proceedings of the MediaEval 2020 Workshop, 2020

A Long-Short-Term-Memory Based Model for Predicting ATM Replenishment Amount.
Proceedings of the 21st International Arab Conference on Information Technology, 2020

2019
Flood Detection Using Social Media Big Data Streams.
Proceedings of the Encyclopedia of Big Data Technologies., 2019

An analysis of academic librarians competencies and skills for implementation of Big Data analytics in libraries.
Data Technol. Appl., 2019

Utilize Discourse Relations to Segment Document for Effective Summarization.
Proceedings of the 15th International Conference on Semantics, Knowledge and Grids, 2019

Ensemble and Inference based Methods for Flood Severity Estimation Using Visual Data.
Proceedings of the Working Notes Proceedings of the MediaEval 2019 Workshop, 2019

Towards a transfer learning approach to food recommendations through food images.
Proceedings of the 3rd International Conference on Machine Learning and Soft Computing, 2019

2018
Assessing the digital library research output: bibliometric analysis from 2002 to 2016.
Electron. Libr., 2018

Detection of Passable Roads Using Ensemble of Global and Local Features.
Proceedings of the Working Notes Proceedings of the MediaEval 2018 Workshop, 2018

Solving document clustering problem through meta heuristic algorithm: black hole.
Proceedings of the 2nd International Conference on Machine Learning and Soft Computing, 2018

Semantic Oriented Document Clustering Using Distribution Semantics.
Proceedings of the 2nd International Conference on Information System and Data Mining, 2018

A String Kernel based Information Retrieval Approach for Tweet-validation through News.
Proceedings of the Working Notes of FIRE 2018, 2018

Capturing Discriminative Attributes on Text Representation Learning.
Proceedings of the 2018 International Conference on Algorithms, 2018

2017
Flood detection using Social Media Data and Spectral Regression based Kernel Discriminant Analysis.
Proceedings of the Working Notes Proceedings of the MediaEval 2017 Workshop co-located with the Conference and Labs of the Evaluation Forum (CLEF 2017), 2017

Towards A Soft Computing Approach to Document Clustering.
Proceedings of the 2017 International Conference on Machine Learning and Soft Computing, 2017

Tweet classification using Semantic Word-Embedding with Logistic Regression.
Proceedings of the Working notes of FIRE 2017, 2017

2016
Multi-Layer Semantics Based Document Clustering.
Proceedings of the 6th International Conference on Web Intelligence, Mining and Semantics, 2016

2015
Classification of Research Citations (CRC).
Proceedings of the First Workshop on Mining Scientific Papers: Computational Linguistics and Bibliometrics co-located with 15th International Society of Scientometrics and Informetrics Conference (ISSI 2015), 2015

2014
Document clustering using graph based document representation with constraints.
CoRR, 2014

2013
An improved semantic similarity measure for document clustering based on topic maps
CoRR, 2013

A comparison of SVM and RVM for Document Classification
CoRR, 2013

2012
Content-based Text Categorization using Wikitology
CoRR, 2012

Comparing SVM and Naive Bayes classifiers for text categorization with Wikitology as knowledge enrichment
CoRR, 2012

Sentence based semantic similarity measure for blog-posts
CoRR, 2012

Pbm: A new dataset for blog mining
CoRR, 2012

2011
Document Clustering based on Topic Maps
CoRR, 2011

2010
Identifying influential bloggers using blogs semantics.
Proceedings of the FIT '10, 2010

2009
Ontology Maintenance via Multi-agents.
Proceedings of the International Conference on Networked Computing and Advanced Information Management, 2009

2004
DotPay.
Proceedings of the 3rd International Conference on Application and Development of Computer Games (ADCOG 2004) held on 26-27 April 2004 in City University of Hong Kong, 2004


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