Fuad Rahman

Orcid: 0000-0002-8670-7124

Affiliations:
  • Apurba Technologies Limited, Dhaka, Bangladesh
  • Univerity of Arizona, Department of Biomedical Engineering, Tucson, USA


According to our database1, Fuad Rahman authored at least 65 papers between 1997 and 2024.

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

Timeline

Legend:

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Bibliography

2024
A multifaceted evaluation of representation of graphemes for practically effective Bangla OCR.
Int. J. Document Anal. Recognit., March, 2024

DeepMarkerNet: Leveraging supervision from the Duchenne Marker for spontaneous smile recognition.
Pattern Recognit. Lett., 2024

3D Point Cloud Network Pruning: When Some Weights Do not Matter.
CoRR, 2024

Enhancement of Bengali OCR by Specialized Models and Advanced Techniques for Diverse Document Types.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2024

Beyond Labels: Aligning Large Language Models with Human-Like Reasoning.
Proceedings of the Pattern Recognition - 27th International Conference, 2024

Optimum Deep Learning Method for Document Layout Analysis in Low Resource Languages.
Proceedings of the 2024 ACM Southeast Conference, 2024

2023
LumiNet: The Bright Side of Perceptual Knowledge Distillation.
CoRR, 2023

Bangla-Wave: Improving Bangla Automatic Speech Recognition Utilizing N-gram Language Models.
Proceedings of the 12th International Conference on Software and Computer Applications, 2023

Automated Mapping of Healthcare Concepts to a Standardized Healthcare Taxonomy.
Proceedings of the First Tiny Papers Track at ICLR 2023, 2023

Gold Standard Bangla OCR Dataset: An In-Depth Look at Data Preprocessing and Annotation Processes.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: EMNLP 2023, 2023

Versatile Bengali OCR: Document Analysis Technique for Varied Document Styles and Content.
Proceedings of the IEEE International Conference on Big Data, 2023

2022
Rethinking Task-Incremental Learning Baselines.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

LILA-BOTI : Leveraging Isolated Letter Accumulations By Ordering Teacher Insights for Bangla Handwriting Recognition.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

A Deep Learning-based Unified Solution for Character Recognition.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

2021
Disease Modeling with a Forest Deep Neural Network Utilizing NLP and a Virtualized Clinical Semantic Network.
Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

Towards Building A Robust Large-Scale Bangla Text Recognition Solution Using A Unique Multiple-Domain Character-Based Document Recognition Approach.
Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

A Large Multi-target Dataset of Common Bengali Handwritten Graphemes.
Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

Modeling Influenza with a Forest Deep Neural Network Utilizing a Virtualized Clinical Semantic Network.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Towards building a Bangla text recognition solution with a Multi-Headed CNN architecture.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020
Multi-label Classification of Common Bengali Handwritten Graphemes: Dataset and Challenge.
CoRR, 2020

Language Detection using Convolutional Neural Network.
Proceedings of the 11th International Conference on Computing, 2020

A Novel Machine Annotated Balanced Bangla OCR Corpus.
Proceedings of the Computer Vision and Image Processing - 5th International Conference, 2020

A Machine Learning Based Modeling of the Cytokine Storm as it Relates to COVID-19 Using a Virtual Clinical Semantic Network (vCSN).
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

A Novel Deep Learning Character-Level Solution to Detect Language and Printing Style from a Bilingual Scanned Document.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019
Smart EHR - A Big-Data Approach to Automated Collection and Processing of Multi-Modal Health Signals in a Doctor-patient Encounter.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Sankhya: An Unbiased Benchmark for Bangla Handwritten Digits Recognition.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018
AI Learns to Recognize Bengali Handwritten Digits: Bengali.AI Computer Vision Challenge 2018.
CoRR, 2018

2016
A novel big-data processing framwork for healthcare applications: Big-data-healthcare-in-a-box.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

Application of big-data in healthcare analytics - Prospects and challenges.
Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016

2006
Special issue on detection and understanding of tables and forms for document processing applications.
Int. J. Document Anal. Recognit., 2006

An automatically updateable web publishing solution: taking document sharing and conversion to enterprise level.
Proceedings of the Document Recognition and Retrieval XIII, 2006

Document clustering: applications in a collaborative digital library.
Proceedings of the Document Recognition and Retrieval XIII, 2006

2004
Second Guessing a Commercial 'Black Box' Classifier by an 'In House' Classifier: Serial Classifier Combination in a Speech Recognition Application.
Proceedings of the Multiple Classifier Systems, 5th International Workshop, 2004

A Commercial Web Based Digital Library for Sharing and Distributing Documents.
Proceedings of the 1st International Workshop on Document Image Analysis for Libraries (DIAL 2004), 2004

2003
Multiple classifier decision combination strategies for character recognition: A review.
Int. J. Document Anal. Recognit., 2003

Special issue on multiple classifiers for document analysis applications.
Int. J. Document Anal. Recognit., 2003

When is a List is a List?: Web Page Re-authoring for Small Display Devices.
Proceedings of the Twelfth International World Wide Web Conference - Posters, 2003

Solving Problems Two at a Time: Classification of Web Pages Using a Generic Pair-Wise Multiple Classifier System.
Proceedings of the Multiple Classifier Systems, 4th International Workshop, 2003

Structured and Unstructured Document Summarization: Design of a Commercial Summarizer using Lexical Chains.
Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003

Web Page Summarization for Handheld Devices: A Natural Language Approach.
Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003

Exploring a hybrid of support vector machines (SVMs) and a heuristic-based system in classifying web pages.
Proceedings of the Document Recognition and Retrieval X, 2003

2002
Recognition of handwritten Bengali characters: a novel multistage approach.
Pattern Recognit., 2002

Fusion of n-Tuple Based Classifiers for High Performance Handwritten Character Recognition.
Proceedings of the Structural, 2002

Development of Spoken Language User Interfaces: A Tool Kit Approach.
Proceedings of the Structural, 2002

Novel approaches to optimized self-configuration in high performance multiple-expert classifiers.
Proceedings of the Eighth International Workshop on Frontiers in Handwriting Recognition, 2002

Multiple Classifier Combination for Character Recognition: Revisiting the Majority Voting System and Its Variations.
Proceedings of the Document Analysis Systems V, 5th International Workshop, 2002

Extending a Broad-Coverage Parser for a General NLP Toolkit.
Proceedings of the 19th International Conference on Computational Linguistics, 2002

Automatic Semantic Grouping in a Spoken Language User Interface Toolkit.
Proceedings of the 19th International Conference on Computational Linguistics, 2002

2001
A multiexpert framework for character recognition: a novel application of Clifford networks.
IEEE Trans. Neural Networks, 2001

A new multi-expert decision combination algorithm and its application to the detection of circumscribed masses in digital mammograms.
Pattern Recognit., 2001

Automatic Summarization of Web Content to Smaller Display Devices.
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001

2000
Multiple expert classification: a new methodology for parallel decision fusion.
Int. J. Document Anal. Recognit., 2000

An exploration of a new paradigm for weightless RAM-based neural networks.
Connect. Sci., 2000

Decision combination of multiple classifiers for pattern classification: hybridisation of majority voting and divide and conquer techniques.
Proceedings of the Proceedings Fifth IEEE Workshop on Applications of Computer Vision, 2000

Comparison of Some Multiple Expert Strategies: An Investigation of Resource Prerequisites and Achievable Performance.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

1999
Serial Combination of Multiple Experts: A Unified Evaluation.
Pattern Anal. Appl., 1999

Measuring Classification Complexity of Image Databases: A Novel Approach.
Proceedings of the 1oth International Conference on Image Analysis and Processing (ICIAP 1999), 1999

1998
Design considerations in the real-time implementation of multiple expert image classifiers within a modular and flexible multiple-platform design environment.
Real Time Imaging, 1998

An Evaluation Of Multi-Expert Configurations For The Recognition Of Handwritten Numerals.
Pattern Recognit., 1998

Machine-printed character recognition revisited: re-application of recent advances in handwritten character recognition research.
Image Vis. Comput., 1998

A Novel Confidence-Based Framework for Multiple Expert Decision Fusion.
Proceedings of the British Machine Vision Conference 1998, 1998

1997
A new hybrid approach in combining multiple experts to recognise handwritten numerals.
Pattern Recognit. Lett., 1997

Selective partition algorithm for finding regions of maximum pairwise dissimilarity among statistical class models.
Pattern Recognit. Lett., 1997

A Novel Pair-Wise Recognition Scheme for Handwritten Characters in the Framework of a Multi-expert Configuration.
Proceedings of the Image Analysis and Processing, 9th International Conference, 1997

Introducing New Multiple Expert Decision Combination Topologies: A Case Study using Recognition of Handwritten Characters.
Proceedings of the 4th International Conference Document Analysis and Recognition (ICDAR '97), 1997


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