Muhammad Nabeel Asim

62 papers A 2B 2Journal 52Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Large-Scale Comparative Analysis of Imputation Methods for Single-Cell RNA Sequencing Data. CoRR Yuichiro Iwashita, Ahtisham Fazeel Abbasi, Muhammad Nabeel Asim, Andreas Dengel
2026	J	`jnl`	Automated Diabetic Screening via Anterior Segment Ocular Imaging: A Deep Learning and Explainable AI Approach. CoRR Hasaan Maqsood, Saif Ur Rehman Khan, Sebastian J. Vollmer, Andreas Dengel, Muhammad Nabeel Asim
2026	J	`jnl`	Comic: explainable drug repurposing via contrastive masking for interpretable connections. BMC Bioinform. Naafey Aamer, Muhammad Nabeel Asim, Andreas Dengel
2026	J	`jnl`	GlobalWasteData: A Large-Scale, Integrated Dataset for Robust Waste Classification and Environmental Monitoring. CoRR Misbah Ijaz, Saif Ur Rehman Khan, Abd Ur Rehman, Tayyaba Asif, Sebastian J. Vollmer, Andreas Dengel, Muhammad Nabeel Asim
2026	J	`jnl`	ReqNet: an LLM-driven computational framework for automated requirements extraction from unstructured documents. Complex Intell. Syst. Summra Saleem, Muhammad Nabeel Asim, Andreas Dengel
2026	J	`jnl`	StructDamage:A Large Scale Unified Crack and Surface Defect Dataset for Robust Structural Damage Detection. CoRR Misbah Ijaz, Saif Ur Rehman Khan, Abd Ur Rehman, Sebastian J. Vollmer, Andreas Dengel, Muhammad Nabeel Asim
2026	J	`jnl`	Temperature-driven robust disease detection in brain and gastrointestinal disorders via context-aware adaptive knowledge distillation. Biomed. Signal Process. Control. Saif Ur Rehman Khan, Muhammad Nabeel Asim, Sebastian J. Vollmer, Andreas Dengel
2026	J	`jnl`	The evolution of natural language processing: How prompt optimization and language models are shaping the future. Comput. Sci. Rev. Summra Saleem, Muhammad Nabeel Asim, Shaista Zulfiqar, Andreas Dengel
2025	J	`jnl`	AI-Driven Diabetic Retinopathy Diagnosis Enhancement through Image Processing and Salp Swarm Algorithm-Optimized Ensemble Network. CoRR Saif Ur Rehman Khan, Muhammad Nabeel Asim, Sebastian J. Vollmer, Andreas Dengel
2025	J	`jnl`	Dynamic Weight Adjustment for Knowledge Distillation: Leveraging Vision Transformer for High-Accuracy Lung Cancer Detection and Real-Time Deployment. CoRR Saif Ur Rehman Khan, Muhammad Nabeel Asim, Sebastian J. Vollmer, Andreas Dengel
2025	J	`jnl`	Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines. CoRR Faiza Hassan, Summra Saleem, Kashif Javed, Muhammad Nabeel Asim, Abdur Rehman, Andreas Dengel
2025	J	`jnl`	FOLC-Net: A Federated-Optimized Lightweight Architecture for Enhanced MRI Disease Diagnosis across Axial, Coronal, and Sagittal Views. CoRR Saif Ur Rehman Khan, Muhammad Nabeel Asim, Sebastian J. Vollmer, Andreas Dengel
2025	J	`jnl`	Fake News Detection Landscape: Datasets, Data Modalities, AI Approaches, Their Challenges, and Future Perspectives. IEEE Access Fiza Gulzar Hussain, Muhammad Wasim, Seemab Hameed, Abdur Rehman, Muhammad Nabeel Asim, Andreas Dengel
2025	J	`jnl`	FloraSyntropy-Net: Scalable Deep Learning with Novel FloraSyntropy Archive for Large-Scale Plant Disease Diagnosis. CoRR Saif Ur Rehman Khan, Muhammad Nabeel Asim, Sebastian J. Vollmer, Andreas Dengel
2025	J	`jnl`	Generative language models potential for requirement engineering applications: insights into current strengths and limitations. Complex Intell. Syst. Summra Saleem, Muhammad Nabeel Asim, Ludger van Elst, Andreas Dengel
2025	J	`jnl`	PassionNet: An innovative framework for duplicate and conflicting requirements identification. Expert Syst. Appl. Summra Saleem, Muhammad Nabeel Asim, Andreas Dengel
2025	J	`jnl`	Peptide classification landscape: An in-depth systematic literature review on peptide types, databases, datasets, predictors architectures and performance. Comput. Biol. Medicine Muhammad Nabeel Asim, Tayyaba Asif, Faiza Mehmood, Andreas Dengel
2025	J	`jnl`	Protein Sequence Analysis landscape: A Systematic Review of Task Types, Databases, Datasets, Word Embeddings Methods, and Language Models. Database J. Biol. Databases Curation Muhammad Nabeel Asim, Tayyaba Asif, Faiza Hassan, Andreas Dengel
2025	J	`jnl`	RPCP-PURI: A robust and precise computational predictor for Phishing Uniform Resource Identification. J. Inf. Secur. Appl. Tayyaba Asif, Faiza Mehmood, Syed Ahmed Mazhar Gillani, Muhammad Nabeel Asim, Muhammad Usman Ghani, Waqar Mahmood, Andreas Dengel
2025	J	`jnl`	Robust & Precise Knowledge Distillation-based Novel Context-Aware Predictor for Disease Detection in Brain and Gastrointestinal. CoRR Saif Ur Rehman Khan, Muhammad Nabeel Asim, Sebastian J. Vollmer, Andreas Dengel
2025	J	`jnl`	The Evolution of Natural Language Processing: How Prompt Optimization and Language Models are Shaping the Future. CoRR Summra Saleem, Muhammad Nabeel Asim, Shaista Zulfiqar, Andreas Dengel
2024	—	`conf`	A Unique Training Strategy to Enhance Language Models Capabilities for Health Mention Detection from Social Media Content. ICAART (3) Pervaiz Iqbal Khan, Muhammad Nabeel Asim, Andreas Dengel, Sheraz Ahmed
2024	J	`jnl`	CAPTURE: Comprehensive anti-cancer peptide predictor with a unique amino acid sequence encoder. Comput. Biol. Medicine Hina Ghafoor, Muhammad Nabeel Asim, Muhammad Ali Ibrahim, Sheraz Ahmed, Andreas Dengel
2024	J	`jnl`	Generative Language Models Potential for Requirement Engineering Applications: Insights into Current Strengths and Limitations. CoRR Summra Saleem, Muhammad Nabeel Asim, Ludger van Elst, Andreas Dengel
2024	J	`jnl`	MLR-predictor: a versatile and efficient computational framework for multi-label requirements classification. Frontiers Artif. Intell. Summra Saleem, Muhammad Nabeel Asim, Ludger van Elst, Markus Junker, Andreas Dengel
2024	J	`jnl`	Passion-Net: a robust precise and explainable predictor for hate speech detection in Roman Urdu text. Neural Comput. Appl. Faiza Mehmood, Hina Ghafoor, Muhammad Nabeel Asim, Muhammad Usman Ghani, Waqar Mahmood, Andreas Dengel
2024	J	`jnl`	PassionNet: An Innovative Framework for Duplicate and Conflicting Requirements Identification. CoRR Summra Saleem, Muhammad Nabeel Asim, Andreas Dengel
2024	J	`jnl`	Quantitative knowledge retrieval from large language models. CoRR David Antony Selby, Kai Spriestersbach, Yuichiro Iwashita, Dennis Bappert, Archana Warrier, Sumantrak Mukherjee, Muhammad Nabeel Asim, Koichi Kise, Sebastian J. Vollmer
2024	J	`jnl`	RPRP-SAP: A Robust and Precise ResNet Predictor for Steering Angle Prediction of Autonomous Vehicles. IEEE Access Summra Saleem, Muhammad Nabeel Asim, Ludger van Elst, Peter Schichtel, Andreas Dengel
2024	J	`jnl`	Survival prediction landscape: an in-depth systematic literature review on activities, methods, tools, diseases, and databases. Frontiers Artif. Intell. Ahtisham Fazeel Abbasi, Muhammad Nabeel Asim, Sheraz Ahmed, Sebastian J. Vollmer, Andreas Dengel
2023	J	`jnl`	A Unique Training Strategy to Enhance Language Models Capabilities for Health Mention Detection from Social Media Content. CoRR Pervaiz Iqbal Khan, Muhammad Nabeel Asim, Andreas Dengel, Sheraz Ahmed
2023	—	`—`	An Efficient Automated Machine Learning Framework for Genomics and Proteomics Sequence Analysis. Muhammad Nabeel Asim
2023	J	`jnl`	DNA-MP: a generalized DNA modifications predictor for multiple species based on powerful sequence encoding method. Briefings Bioinform. Muhammad Nabeel Asim, Muhammad Ali Ibrahim, Ahtisham Fazeel, Andreas Dengel, Sheraz Ahmed
2023	—	`conf`	Deep Learning Architectures for the Prediction of YY1-Mediated Chromatin Loops. ISBRA Ahtisham Fazeel Abbasi, Muhammad Nabeel Asim, Johan Trygg, Andreas Dengel, Sheraz Ahmed
2023	J	`jnl`	EnML: Multi-label Ensemble Learning for Urdu Text Classification. ACM Trans. Asian Low Resour. Lang. Inf. Process. Faiza Mehmood, Rehab Shahzadi, Hina Ghafoor, Muhammad Nabeel Asim, Muhammad Usman Ghani, Waqar Mahmood, Andreas Dengel
2023	J	`jnl`	FNReq-Net: A hybrid computational framework for functional and non-functional requirements classification. J. King Saud Univ. Comput. Inf. Sci. Summra Saleem, Muhammad Nabeel Asim, Ludger van Elst, Andreas Dengel
2023	J	`jnl`	Histone-Net: a multi-paradigm computational framework for histone occupancy and modification prediction. Complex Intell. Syst. Muhammad Nabeel Asim, Muhammad Ali Ibrahim, Muhammad Imran Malik, Imran Razzak, Andreas Dengel, Sheraz Ahmed
2022	J	`jnl`	CircNet: an encoder-decoder-based convolution neural network (CNN) for circular RNA identification. Neural Comput. Appl. Marco Stricker, Muhammad Nabeel Asim, Andreas Dengel, Sheraz Ahmed
2021	J	`jnl`	A Robust and Precise ConvNet for Small Non-Coding RNA Classification (RPC-snRC). IEEE Access Muhammad Nabeel Asim, Muhammad Imran Malik, Christoph Zehe, Johan Trygg, Andreas Dengel, Sheraz Ahmed
2021	J	`jnl`	A new feature selection metric for text classification: eliminating the need for a separate pruning stage. Int. J. Mach. Learn. Cybern. Muhammad Nabeel Asim, Kashif Javed, Abdur Rehman, Haroon A. Babri
2021	J	`jnl`	Benchmarking performance of machine and deep learning-based methodologies for Urdu text document classification. Neural Comput. Appl. Muhammad Nabeel Asim, Muhammad Usman Ghani Khan, Muhammad Ali Ibrahim, Waqar Mahmood, Andreas Dengel, Sheraz Ahmed
2021	—	`conf`	ChrSLoc-Net: Machine Learning-Based Prediction of Channelrhodopsins Proteins within Plasma Membrane. BHI Muhammad Nabeel Asim, Muhammad Ali Ibrahim, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2021	J	`jnl`	Correction to: Benchmarking performance of machine and deep learning-based methodologies for Urdu text document classification. Neural Comput. Appl. Muhammad Nabeel Asim, Muhammad Usman Ghani, Muhammad Ali Ibrahim, Waqar Mahmood, Andreas Dengel, Sheraz Ahmed
2021	J	`jnl`	GHS-NET a generic hybridized shallow neural network for multi-label biomedical text classification. J. Biomed. Informatics Muhammad Ali Ibrahim, Muhammad Usman Ghani Khan, Faiza Mehmood, Muhammad Nabeel Asim, Waqar Mahmood
2021	B	`conf`	L2S-MirLoc: A Lightweight Two Stage MiRNA Sub-Cellular Localization Prediction Framework. IJCNN Muhammad Nabeel Asim, Muhammad Ali Ibrahim, Christoph Zehe, Olivier Cloarec, Rickard Sjögren, Johan Trygg, Andreas Dengel, Sheraz Ahmed
2020	J	`jnl`	A Precisely Xtreme-Multi Channel Hybrid Approach For Roman Urdu Sentiment Analysis. CoRR Faiza Memood, Muhammad Usman Ghani, Muhammad Ali Ibrahim, Rehab Shehzadi, Muhammad Nabeel Asim
2020	J	`jnl`	A Precisely Xtreme-Multi Channel Hybrid Approach for Roman Urdu Sentiment Analysis. IEEE Access Faiza Mehmood, Muhammad Usman Ghani, Muhammad Ali Ibrahim, Rehab Shahzadi, Waqar Mahmood, Muhammad Nabeel Asim
2020	J	`jnl`	Benchmark Performance of Machine And Deep Learning Based Methodologies for Urdu Text Document Classification. CoRR Muhammad Nabeel Asim, Muhammad Usman Ghani, Muhammad Ali Ibrahim, Sheraz Ahmed, Waqar Mahmood, Andreas Dengel
2020	—	`conf`	Enhancer-DSNet: A Supervisedly Prepared Enriched Sequence Representation for the Identification of Enhancers and Their Strength. ICONIP (3) Muhammad Nabeel Asim, Muhammad Ali Ibrahim, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2020	B	`conf`	K-mer Neural Embedding Performance Analysis Using Amino Acid Codons. IJCNN Muhammad Nabeel Asim, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2019	A	`conf`	A Robust Hybrid Approach for Textual Document Classification. ICDAR Muhammad Nabeel Asim, Muhammad Usman Ghani Khan, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2019	J	`jnl`	A Robust Hybrid Approach for Textual Document Classification. CoRR Muhammad Nabeel Asim, Muhammad Usman Ghani Khan, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2019	J	`jnl`	A Robust and Precise ConvNet for small non-coding RNA classification (RPC-snRC). CoRR Muhammad Nabeel Asim, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2019	J	`jnl`	Lexical paraphrasing and pseudo relevance feedback for biomedical document retrieval. Multim. Tools Appl. Muhammad Wasim, Muhammad Nabeel Asim, Muhammad Usman Ghani, Zahoor-Ur Rehman, Seungmin Rho, Irfan Mehmood
2019	J	`jnl`	Multi-Label Question Classification for Factoid and List Type Questions in Biomedical Question Answering. IEEE Access Muhammad Wasim, Waqar Mahmood, Muhammad Nabeel Asim, Muhammad Usman Ghani Khan
2019	J	`jnl`	Multi-label biomedical question classification for lexical answer type prediction. J. Biomed. Informatics Muhammad Wasim, Muhammad Nabeel Asim, Muhammad Usman Ghani Khan, Waqar Mahmood
2019	J	`jnl`	The Use of Ontology in Retrieval: A Study on Textual, Multilingual, and Multimedia Retrieval. IEEE Access Muhammad Nabeel Asim, Muhammad Wasim, Muhammad Usman Ghani Khan, Nasir Mahmood, Waqar Mahmood
2019	A	`conf`	Two Stream Deep Network for Document Image Classification. ICDAR Muhammad Nabeel Asim, Muhammad Usman Ghani Khan, Muhammad Imran Malik, Khizar Razzaque, Andreas Dengel, Sheraz Ahmed
2018	J	`jnl`	A survey of ontology learning techniques and applications. Database J. Biol. Databases Curation Muhammad Nabeel Asim, Muhammad Wasim, Muhammad Usman Ghani Khan, Waqar Mahmood, Hafiza Mahnoor Abbasi
2018	J	`jnl`	Improved biomedical term selection in pseudo relevance feedback. Database J. Biol. Databases Curation Muhammad Nabeel Asim, Muhammad Wasim, Muhammad Usman Ghani Khan, Waqar Mahmood
2018	J	`jnl`	Selection of the most relevant terms based on a max-min ratio metric for text classification. Expert Syst. Appl. Abdur Rehman, Kashif Javed, Haroon A. Babri, Muhammad Nabeel Asim
2017	—	`conf`	Comparison of feature selection methods in text classification on highly skewed datasets. INTELLECT Muhammad Nabeel Asim, Muhammad Wasim, Muhammad Sajid Ali, Abdur Rehman