Impact of imbalanced features on large datasets

Authors: Waleed Albattah, Rehan Ullah Khan

Source: Frontiers in Big Data, Vol 8 (2025)

Subject Terms: machine learning, deep learning, classification, feature extraction, computer vision, Information technology, T58.5-58.64

File Description: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fdata.2025.1455442/full; https://doaj.org/toc/2624-909X

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Image-Based Breast Cancer Histopathology Classification and Diagnosis Using Deep Learning Approaches

Authors: Lama A. Aldakhil, Haifa F. Alhasson, Shuaa S. Alharbi, Rehan Ullah Khan, Ali Mustafa Qamar

Source: Applied Computational Intelligence and Soft Computing, Vol 2025 (2025)

Subject Terms: Electronic computers. Computer science, QA75.5-76.95

File Description: electronic resource

Relation: https://doaj.org/toc/1687-9732

Access URL: https://doaj.org/article/150385035a5e41d98657f81d04578076

Allicin-capped Silver Nanoparticles (AgNPs): Synthesis, Profiling, Antioxidant, and Biomedical Properties

Authors: Sarwar Allah Ditta, Atif Yaqub, Rehan Ullah, Fouzia Tanvir, Shaista Ali

Source: Nano Biomedicine and Engineering, Vol 16, Iss 3, Pp 370-385 (2024)

Subject Terms: antioxidant nanoparticles, oxidative stress, endogenous antioxidant enzymes, allicin extraction, allium sativum, Biology (General), QH301-705.5, Medicine

File Description: electronic resource

Relation: https://www.sciopen.com/article/10.26599/NBE.2024.9290090; https://doaj.org/toc/2097-3837; https://doaj.org/toc/2150-5578

Access URL: https://doaj.org/article/4990bb2536884e73b150295a4f54dad6

Recognition of inscribed cursive Pashtu numeral through optimized deep learning

Authors: Sibtain Syed, Khalil Khan, Maqbool Khan, Rehan Ullah Khan, Abdulrahman Aloraini

Source: PeerJ Computer Science, Vol 10, p e2124 (2024)

Subject Terms: Convolution neural networks, Long short term memory, Pashtu script, Optical character recognition, Pattern recognition, Electronic computers. Computer science, QA75.5-76.95

File Description: electronic resource

Relation: https://peerj.com/articles/cs-2124.pdf; https://peerj.com/articles/cs-2124/; https://doaj.org/toc/2376-5992

Access URL: https://doaj.org/article/25630a7d86b9418880aa1c49a224ad73

Deep Hyperspectral Shots: Deep Snap Smooth Wavelet Convolutional Neural Network Shots Ensemble for Hyperspectral Image Classification

Authors: Farhan Ullah, Yaqian Long, Irfan Ullah, Rehan Ullah Khan, Salabat Khan, Khalil Khan, Maqbool Khan, Giovanni Pau

Source: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 17, Pp 14-34 (2024)

Subject Terms: Deep learning (DL), ensemble, hyperspectral image classification (HSIC), snapshot, wavelet convolutional neural network (CNN), Ocean engineering, TC1501-1800, Geophysics. Cosmic physics, QC801-809

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Relation: https://ieeexplore.ieee.org/document/10250909/; https://doaj.org/toc/2151-1535

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Conventional to Deep Ensemble Methods for Hyperspectral Image Classification: A Comprehensive Survey

Authors: Farhan Ullah, Irfan Ullah, Rehan Ullah Khan, Salabat Khan, Khalil Khan, Giovanni Pau

Source: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 17, Pp 3878-3916 (2024)

Subject Terms: Convolutional neural network (CNN), deep ensemble, deep learning (DL), hyperspectral image classification (HSIC), spatial features, spectral features, Ocean engineering, TC1501-1800, Geophysics. Cosmic physics, QC801-809

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/10398446/; https://doaj.org/toc/2151-1535

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Saraiki language characters dataset (SLCD)

Authors: Muhammad Ahmad Khan, Khalil Khan, Abdulrahman Aloraini, Rehan Ullah Khan

Source: Data in Brief, Vol 54, Iss , Pp 110473- (2024)

Subject Terms: Natural language processing, Text recognition, Machine learning, Optical character recognition, Computer applications to medicine. Medical informatics, R858-859.7, Science (General), Q1-390

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2352340924004426; https://doaj.org/toc/2352-3409

Access URL: https://doaj.org/article/957d2e56afb04722b7df3c75b2c83152

Integration of artificial intelligence (AI) with sensor networks: Trends, challenges, and future directions

Authors: Salim El khediri, Awatef Benfradj, Adel Thaljaoui, Tarek Moulahi, Rehan Ullah Khan, Abdullatif Alabdulatif, Pascal Lorenz

Source: Journal of King Saud University: Computer and Information Sciences, Vol 36, Iss 1, Pp 101892- (2024)

Subject Terms: Artificial intelligence, Deep learning, Energy-efficiency, Machine learning, Wireless sensor networks, Electronic computers. Computer science, QA75.5-76.95

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S1319157823004469; https://doaj.org/toc/1319-1578

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Structure phase-dependent dielectric and photodegradation properties of Co-doped TiO2 nanoparticles synthesized via co-precipitation route

Authors: Kashif Safeen, Rehan Ullah, Akif Safeen, Zulfiqar, Muhammad Kabeer, Rajwali Khan, Hayat Ullah, Abid Zaman, Khawaja Shafique Ahmad, Muhammad Zia Ullah Shah, Hosam O. Elansary, Ihab Mohamed Moussa, Ryan Casini, Eman A. Mahmoud

Source: Journal of Saudi Chemical Society, Vol 27, Iss 5, Pp 101711- (2023)

Subject Terms: TiO2 nanoparticles, Phase transition, Photodegradation, Dielectric properties, Optical properties, Chemistry, QD1-999

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S1319610323001151; https://doaj.org/toc/1319-6103

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Performance Augmentation of Base Classifiers Using Adaptive Boosting Framework for Medical Datasets

Authors: Durr e Nayab, Rehan Ullah Khan, Ali Mustafa Qamar

Source: Applied Computational Intelligence and Soft Computing, Vol 2023 (2023)

Subject Terms: Electronic computers. Computer science, QA75.5-76.95

File Description: electronic resource

Relation: https://doaj.org/toc/1687-9732

Access URL: https://doaj.org/article/6c6ac4c6cb1f463a848e65d30d56be90

A Deep Learning-Based Mobile Application for Monkeypox Detection

Authors: Haifa F. Alhasson, Elaf Almozainy, Manar Alharbi, Naseem Almansour, Shuaa S. Alharbi, Rehan Ullah Khan

Source: Applied Sciences, Vol 13, Iss 23, p 12589 (2023)

Subject Terms: artificial neural network, deep learning, detection performance, image analysis, image classification, machine learning models, Technology, Engineering (General). Civil engineering (General), TA1-2040, Biology (General), QH301-705.5, Physics, QC1-999, Chemistry, QD1-999

File Description: electronic resource

Relation: https://www.mdpi.com/2076-3417/13/23/12589; https://doaj.org/toc/2076-3417

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Detection of Cavities from Dental Panoramic X-ray Images Using Nested U-Net Models

Authors: Shuaa S. Alharbi, Athbah A. AlRugaibah, Haifa F. Alhasson, Rehan Ullah Khan

Source: Applied Sciences, Vol 13, Iss 23, p 12771 (2023)

Subject Terms: artificial intelligence, dental caries, deep learning, dental panoramic X-ray images, image segmentation, machine learning, Technology, Engineering (General). Civil engineering (General), TA1-2040, Biology (General), QH301-705.5, Physics, QC1-999, Chemistry, QD1-999

File Description: electronic resource

Relation: https://www.mdpi.com/2076-3417/13/23/12771; https://doaj.org/toc/2076-3417

Access URL: https://doaj.org/article/a8412d946f8645f78844dc0190b714fb

Pashtu Language Digits Dataset

Authors: Rehan Ullah Khan, Khalil Khan

Source: Data in Brief, Vol 45, Iss , Pp 108701- (2022)

Subject Terms: Natural language processing, Text recognition, Machine learning, Optical character recognition, Computer applications to medicine. Medical informatics, R858-859.7, Science (General), Q1-390

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2352340922009064; https://doaj.org/toc/2352-3409

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Content-Based Approach for Improving Bloom Filter Efficiency

Authors: Mohammed Alsuhaibani, Rehan Ullah Khan, Ali Mustafa Qamar, Suliman A. Alsuhibany

Source: Applied Sciences, Vol 13, Iss 13, p 7922 (2023)

Subject Terms: big data, bloom filter, content based, data structure, large dataset, text processing, Technology, Engineering (General). Civil engineering (General), TA1-2040, Biology (General), QH301-705.5, Physics, QC1-999, Chemistry, QD1-999

File Description: electronic resource

Relation: https://www.mdpi.com/2076-3417/13/13/7922; https://doaj.org/toc/2076-3417

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A prudent approach for the removal of copper (II) and cadmium (II) ions from aqueous solutions using indigenous Mactra aequisulcata shells

Authors: Rehan Ullah Syed Muhammad, Zahir Erum, Asghar Muhammad Asif

Source: Journal of the Serbian Chemical Society, Vol 86, Iss 7-8, Pp 767-780 (2021)

Subject Terms: adsorbent, heavy metals, pollutants, remediation, wastewater, Chemistry, QD1-999

File Description: electronic resource

Relation: https://doaj.org/toc/0352-5139; https://doaj.org/toc/1820-7421

Access URL: https://doaj.org/article/a503534b88c544dd9eac870153e7b363

Pressure induced structural, electronic, optical and thermal properties of CsYbBr3, a theoretical investigation

Authors: Muhammad Saeed, Malak Azmat Ali, Shah Murad, Rehan Ullah, Thamraa Alshahrani, A. Laref, G. Murtaza

Source: Journal of Materials Research and Technology, Vol 10, Iss , Pp 687-696 (2021)

Subject Terms: Halide perovskite, Pressure effect, Semiconductor, Electronic properties, Optical properties, Mining engineering. Metallurgy, TN1-997

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Relation: http://www.sciencedirect.com/science/article/pii/S2238785420321281; https://doaj.org/toc/2238-7854

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Image-Based Classical Features and Machine Learning Analysis of Skin Cancer Instances

Authors: Aeshah Almutairi, Rehan Ullah Khan

Source: Applied Sciences, Vol 13, Iss 13, p 7712 (2023)

Subject Terms: feature extraction, machine learning, classifiers, skin cancer, skin diseases, deep learning, Technology, Engineering (General). Civil engineering (General), TA1-2040, Biology (General), QH301-705.5, Physics, QC1-999, Chemistry, QD1-999

File Description: electronic resource

Relation: https://www.mdpi.com/2076-3417/13/13/7712; https://doaj.org/toc/2076-3417

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End-to-End Semantic Leaf Segmentation Framework for Plants Disease Classification

Authors: Khalil Khan, Rehan Ullah Khan, Waleed Albattah, Ali Mustafa Qamar

Source: Complexity, Vol 2022 (2022)

Subject Terms: Electronic computers. Computer science, QA75.5-76.95

File Description: electronic resource

Relation: https://doaj.org/toc/1099-0526

Access URL: https://doaj.org/article/b8b4a029e6664698be34d075c8de2b27

Feature Selection Optimization in Software Product Lines

Authors: Uzma Afzal, Tariq Mahmood, Ayaz H. Khan, Sadeeq Jan, Raihan Ur Rasool, Ali Mustafa Qamar, Rehan Ullah Khan

Source: IEEE Access, Vol 8, Pp 160231-160250 (2020)

Subject Terms: Software product line, inconsistencies, optimization, feature models, particle swarm optimization, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/9183963/; https://doaj.org/toc/2169-3536

Access URL: https://doaj.org/article/32d0688618894045b39f66955dab8709

Deep Edu: A Deep Neural Collaborative Filtering for Educational Services Recommendation

Authors: Farhan Ullah, Bofeng Zhang, Rehan Ullah Khan, Tae-Sun Chung, Muhammad Attique, Khalil Khan, Salim El Khediri, Sadeeq Jan

Source: IEEE Access, Vol 8, Pp 110915-110928 (2020)

Subject Terms: Deep learning, services, deep neural collaborative filtering, educational, services recommendation, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/9117112/; https://doaj.org/toc/2169-3536

Access URL: https://doaj.org/article/dcb239d9b1d74bf3aecb41267097a572