Irfan Ahmad

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 27

Top Topics

Language Modelling

Class Imbalance

Top Venues

Pattern Recognit.

Publications

Suzan Elmajali, Irfan Ahmad
Toward Early Detection of Depression: Detecting Depression Symptoms in Arabic Tweets Using Pretrained Transformers. IEEE Access 12 (2024)
Dorieh M. Alomari, Irfan Ahmad
Exploring Character Trigrams for Robust Arabic Text Classification: A Comparative Analysis in the Face of Vocabulary Expansion and Misspelled Words. IEEE Access 12 (2024)
Faisal Alnaseef, Mahmood Niazi, Sajjad Mahmood, Mohammad R. Alshayeb, Irfan Ahmad
Towards a successful secure software acquisition. Inf. Softw. Technol. 164 (2023)
Omar Alhubaiti, Irfan Ahmad
Typefaces and Ligatures in Printed Arabic Text: A Deep Learning-Based OCR Perspective. ICDAR Workshops (2) (2023)
Irfan Ahmad
A Hybrid Rule-Based and Machine Learning System for Arabic Check Courtesy Amount Recognition. Sensors 23 (9) (2023)
Zaid Alyafeai, Maged Saeed AlShaibani, Mustafa Ghaleb, Irfan Ahmad
Evaluating Various Tokenizers for Arabic Text Classification. Neural Process. Lett. 55 (3) (2023)
Maged S. Al-Shaibani, Irfan Ahmad
Dotless Representation of Arabic Text: Analysis and Modeling. CoRR (2023)
Ahmad Shawahna, Sadiq M. Sait, Aiman El-Maleh, Irfan Ahmad
FxP-QNet: A Post-Training Quantizer for the Design of Mixed Low-Precision DNNs with Dynamic Fixed-Point Representation. CoRR (2022)
Zainab Alhathloul, Irfan Ahmad
Automatic dottization of Arabic text (Rasms) using deep recurrent neural networks. Pattern Recognit. Lett. 162 (2022)
Ahmad Shawahna, Sadiq M. Sait, Aiman El-Maleh, Irfan Ahmad
FxP-QNet: A Post-Training Quantizer for the Design of Mixed Low-Precision DNNs With Dynamic Fixed-Point Representation. IEEE Access 10 (2022)
Mohamed Eltay, Abdelmalek B. C. Zidouri, Irfan Ahmad, Yousef Elarian
Generative adversarial network based adaptive data augmentation for handwritten Arabic text recognition. PeerJ Comput. Sci. 8 (2022)
Osamah AlDhafer, Irfan Ahmad, Sajjad Mahmood
An end-to-end deep learning system for requirements classification using recurrent neural networks. Inf. Softw. Technol. 147 (2022)
Mujahid N. Syed, Md. Rafiul Hassan, Irfan Ahmad, Mohammad Mehedi Hassan, Victor Hugo C. de Albuquerque
A Novel Linear Classifier for Class Imbalance Data Arising in Failure-Prone Air Pressure Systems. IEEE Access 9 (2021)
Mohamed Eltay, Abdelmalek B. C. Zidouri, Irfan Ahmad, Yousef Elarian
Improving Handwritten Arabic Text Recognition Using an Adaptive Data-Augmentation Algorithm. ICDAR Workshops (1) (2021)
Zaid Alyafeai, Maged Saeed AlShaibani, Mustafa Ghaleb, Irfan Ahmad
Evaluating Various Tokenizers for Arabic Text Classification. CoRR (2021)
Abdolmaged Alkhulaifi, Fahad Alsahli, Irfan Ahmad
Knowledge distillation in deep learning and its applications. PeerJ Comput. Sci. 7 (2021)
Zaid Alyafeai, Irfan Ahmad
Arabic Compact Language Modelling for Resource Limited Devices. WANLP (2021)
Ibrahim A. Nemer, Tarek R. Sheltami, Irfan Ahmad, Ansar-Ul-Haque Yasar, Mohammad A. R. Abdeen
RF-Based UAV Detection and Identification Using Hierarchical Learning Approach. Sensors 21 (6) (2021)
Irfan Ahmad, Sameh Awaida, Sabri A. Mahmoud
Arabic literal amount sub-word recognition using multiple features and classifiers. Int. J. Appl. Pattern Recognit. 6 (2) (2020)
Maged Saeed AlShaibani, Zaid Alyafeai, Irfan Ahmad
Meter classification of Arabic poems using deep bidirectional recurrent neural networks. Pattern Recognit. Lett. 136 (2020)
Mohamed Eltay, Abdelmalek B. C. Zidouri, Irfan Ahmad
Exploring Deep Learning Approaches to Recognize Handwritten Arabic Texts. IEEE Access 8 (2020)
Abdolmaged Alkhulaifi, Fahad Alsahli, Irfan Ahmad
Knowledge Distillation in Deep Learning and its Applications. CoRR (2020)
Zaid Alyafeai, Maged Saeed AlShaibani, Irfan Ahmad
A Survey on Transfer Learning in Natural Language Processing. CoRR (2020)
Irfan Ahmad
Performance of Classifiers on Noisy-Labeled Training Data: An Empirical Study on Handwritten Digit Classification Task. IWANN (2) (2019)
Irfan Ahmad, Gernot A. Fink
Handwritten Arabic text recognition using multi-stage sub-core-shape HMMs. Int. J. Document Anal. Recognit. 22 (3) (2019)
Irfan Ahmad, Gernot A. Fink
Class-Based Contextual Modeling for Handwritten Arabic Text Recognition. ICFHR (2016)
Irfan Ahmad, Sabri A. Mahmoud, Gernot A. Fink
Open-vocabulary recognition of machine-printed Arabic text using hidden Markov models. Pattern Recognit. 51 (2016)
Yousef Elarian, Irfan Ahmad, Sameh Awaida, Wasfi G. Al-Khatib, Abdelmalek B. C. Zidouri
An Arabic handwriting synthesis system. Pattern Recognit. 48 (3) (2015)
Irfan Ahmad, Gernot A. Fink
Multi-stage HMM based Arabic text recognition with rescoring. ICDAR (2015)
Yousef Elarian, Irfan Ahmad, Sameh Awaida, Wasfi G. Al-Khatib, Abdelmalek B. C. Zidouri
Arabic ligatures: Analysis and application in text recognition. ICDAR (2015)
Mahmoud O. Elish, Hamoud Aljamaan, Irfan Ahmad
Three empirical studies on predicting software maintainability using ensemble methods. Soft Comput. 19 (9) (2015)
Irfan Ahmad, Gernot A. Fink
Training an Arabic handwriting recognizer without a handwritten training data set. ICDAR (2015)
Yousef Elarian, Radwan E. Abdel-Aal, Irfan Ahmad, Mohammad Tanvir Parvez, Abdelmalek B. C. Zidouri
Handwriting synthesis: classifications and techniques. Int. J. Document Anal. Recognit. 17 (4) (2014)
Irfan Ahmad, Gernot A. Fink, Sabri A. Mahmoud
Improvements in Sub-character HMM Model Based Arabic Text Recognition. ICFHR (2014)
Sabri A. Mahmoud, Irfan Ahmad, Wasfi G. Al-Khatib, Mohammad Alshayeb, Mohammad Tanvir Parvez, Volker Märgner, Gernot A. Fink
KHATT: An open Arabic offline handwritten text database. Pattern Recognit. 47 (3) (2014)
Irfan Ahmad, Leonard Rothacker, Gernot A. Fink, Sabri A. Mahmoud
Novel Sub-character HMM Models for Arabic Text Recognition. ICDAR (2013)
Hamoud Aljamaan, Mahmoud O. Elish, Irfan Ahmad
An Ensemble of Computational Intelligence Models for Software Maintenance Effort Prediction. IWANN (1) (2013)
Irfan Ahmad
A Technique for Skew Detection of Printed Arabic Documents. CGIV (2013)
Moataz A. Ahmed, Irfan Ahmad, Jarallah AlGhamdi
Probabilistic size proxy for software effort prediction: A framework. Inf. Softw. Technol. 55 (2) (2013)
Irfan Ahmad, Sabri A. Mahmoud
Arabic Bank Check Processing: State of the Art. J. Comput. Sci. Technol. 28 (2) (2013)
Irfan Ahmad, Sabri A. Mahmoud
Arabic Bank Check Analysis and Zone Extraction. ICIAR (1) (2012)
Sabri A. Mahmoud, Irfan Ahmad, Mohammad Alshayeb, Wasfi G. Al-Khatib, Mohammad Tanvir Parvez, Gernot A. Fink, Volker Märgner, Haikal El Abed
KHATT: Arabic Offline Handwritten Text Database. ICFHR (2012)
Sabri A. Mahmoud, Irfan Ahmad, Mohammad Alshayeb, Wasfi G. Al-Khatib
A Database for Offline Arabic Handwritten Text Recognition. ICIAR (2) (2011)
Mohamed El-Attar, Irfan Ahmad
Improving Quality in Misuse Case Models: A Risk-Based Approach. ACIS-ICIS (2011)