Irfan Ahmad

Orcid: 0000-0001-8311-1731

Affiliations:
  • King Fahad University of Petroleum and Minerals, KFUPM, Department of Information and Computer Science, Dhahran, Saudi Arabia
  • TU Dortmund, Department of Computer Science, Germany (PhD 2017)


According to our database1, Irfan Ahmad authored at least 42 papers between 2011 and 2024.

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

Timeline

Legend:

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PhD thesis 
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Links

Online presence:

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Bibliography

2024
Exploring Character Trigrams for Robust Arabic Text Classification: A Comparative Analysis in the Face of Vocabulary Expansion and Misspelled Words.
IEEE Access, 2024

2023
Towards a successful secure software acquisition.
Inf. Softw. Technol., December, 2023

Evaluating Various Tokenizers for Arabic Text Classification.
Neural Process. Lett., June, 2023

A Hybrid Rule-Based and Machine Learning System for Arabic Check Courtesy Amount Recognition.
Sensors, 2023

Dotless Representation of Arabic Text: Analysis and Modeling.
CoRR, 2023

Typefaces and Ligatures in Printed Arabic Text: A Deep Learning-Based OCR Perspective.
Proceedings of the Document Analysis and Recognition - ICDAR 2023 Workshops, 2023

Consonant is all you need: a compact representation of English text for efficient NLP.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022
Automatic dottization of Arabic text (Rasms) using deep recurrent neural networks.
Pattern Recognit. Lett., 2022

Generative adversarial network based adaptive data augmentation for handwritten Arabic text recognition.
PeerJ Comput. Sci., 2022

An end-to-end deep learning system for requirements classification using recurrent neural networks.
Inf. Softw. Technol., 2022

FxP-QNet: A Post-Training Quantizer for the Design of Mixed Low-Precision DNNs With Dynamic Fixed-Point Representation.
IEEE Access, 2022

2021
RF-Based UAV Detection and Identification Using Hierarchical Learning Approach.
Sensors, 2021

Knowledge distillation in deep learning and its applications.
PeerJ Comput. Sci., 2021

A Novel Linear Classifier for Class Imbalance Data Arising in Failure-Prone Air Pressure Systems.
IEEE Access, 2021

Arabic Compact Language Modelling for Resource Limited Devices.
Proceedings of the Sixth Arabic Natural Language Processing Workshop, 2021

Improving Handwritten Arabic Text Recognition Using an Adaptive Data-Augmentation Algorithm.
Proceedings of the Document Analysis and Recognition, 2021

2020
Meter classification of Arabic poems using deep bidirectional recurrent neural networks.
Pattern Recognit. Lett., 2020

Arabic literal amount sub-word recognition using multiple features and classifiers.
Int. J. Appl. Pattern Recognit., 2020

A Survey on Transfer Learning in Natural Language Processing.
CoRR, 2020

Exploring Deep Learning Approaches to Recognize Handwritten Arabic Texts.
IEEE Access, 2020

2019
Handwritten Arabic text recognition using multi-stage sub-core-shape HMMs.
Int. J. Document Anal. Recognit., 2019

Performance of Classifiers on Noisy-Labeled Training Data: An Empirical Study on Handwritten Digit Classification Task.
Proceedings of the Advances in Computational Intelligence, 2019

2016
Modeling and training options for handwritten Arabic text recognition.
PhD thesis, 2016

Open-vocabulary recognition of machine-printed Arabic text using hidden Markov models.
Pattern Recognit., 2016

Class-Based Contextual Modeling for Handwritten Arabic Text Recognition.
Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016

2015
Three empirical studies on predicting software maintainability using ensemble methods.
Soft Comput., 2015

An Arabic handwriting synthesis system.
Pattern Recognit., 2015

Arabic ligatures: Analysis and application in text recognition.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Multi-stage HMM based Arabic text recognition with rescoring.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Training an Arabic handwriting recognizer without a handwritten training data set.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

2014
KHATT: An open Arabic offline handwritten text database.
Pattern Recognit., 2014

Handwriting synthesis: classifications and techniques.
Int. J. Document Anal. Recognit., 2014

Improvements in Sub-character HMM Model Based Arabic Text Recognition.
Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

2013
Arabic Bank Check Processing: State of the Art.
J. Comput. Sci. Technol., 2013

Probabilistic size proxy for software effort prediction: A framework.
Inf. Softw. Technol., 2013

An Ensemble of Computational Intelligence Models for Software Maintenance Effort Prediction.
Proceedings of the Advances in Computational Intelligence, 2013

Novel Sub-character HMM Models for Arabic Text Recognition.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

A Technique for Skew Detection of Printed Arabic Documents.
Proceedings of the 10th International Conference Computer Graphics, 2013

2012
Arabic Bank Check Analysis and Zone Extraction.
Proceedings of the Image Analysis and Recognition - 9th International Conference, 2012

KHATT: Arabic Offline Handwritten Text Database.
Proceedings of the 2012 International Conference on Frontiers in Handwriting Recognition, 2012

2011
A Database for Offline Arabic Handwritten Text Recognition.
Proceedings of the Image Analysis and Recognition - 8th International Conference, 2011

Improving Quality in Misuse Case Models: A Risk-Based Approach.
Proceedings of the 10th IEEE/ACIS International Conference on Computer and Information Science, 2011


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