Daniel Neagu

University of Bradford — United Kingdom

Computer Science · Physical Sciences

26h-index2.5kcitations189works1.12yr avg
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Research Topics

Computational Drug Discovery Methods(29), Neural Networks and Applications(29), Fuzzy Logic and Control Systems(22), Machine Learning and Data Classification(14), Fault Detection and Control Systems(13)

Publications189 total

Impact of climate change and human activities on water management: Inclusive approaches in al-baqaa refugee camp
Elsevier eBooks·2025
Contributors
Elsevier eBooks·2025
Optimising 3D point cloud semantic segmentation: ML and manual refinement in the UNESCO Saltaire Village
Building Research & Information·2025Open Access
Ethics in the Future of AI - A Philosophical Perspective for Collaborative Human and Machine Learning Know-What and Know-How
2025
A critical success factor (CSF) framework for implementing net-positive housing in the water, energy, food, environment (WEFE) Nexus: Insights from Jordan and South Africa
Journal of Building Engineering·2025· 2 cited
Optimal evolutionary framework-based activation function for image classification
Knowledge-Based Systems·2024· 6 citedOpen Access
An NLP-based framework for early identification of design reliability issues from heterogeneous automotive lifecycle data
Procedia CIRP·2024Open Access
Early diagnosis and personalised treatment focusing on synthetic data modelling: Novel visual learning approach in healthcare
Computers in Biology and Medicine·2023· 11 citedOpen Access
Strategic workforce planning in health and social care – an international perspective: A scoping review
Health Policy·2023· 32 citedOpen Access
Machine Learning Experiments with Artificially Generated Big Data from Small Immunotherapy Datasets
2022· 2 cited
Review of Immunotherapy Classification: Application Domains, Datasets, Algorithms and Software Tools from Machine Learning Perspective
2022· 5 citedOpen Access
Defect Prediction on Production Line
Advances in intelligent systems and computing·2021· 1 cited
Engineering Data‐ &amp; Model‐Driven Applications: <scp>EDMA</scp>‐2017 special issue editorial
Expert Systems·2021Open Access
Deep Quantile Regression for Unsupervised Anomaly Detection in Time-Series
SN Computer Science·2021· 10 citedOpen Access
Quantum ReLU activation for Convolutional Neural Networks to improve diagnosis of Parkinson’s disease and COVID-19
Expert Systems with Applications·2021· 67 citedOpen Access
Diagnostics and prognostics for complex systems: A review of methods and challenges
Quality and Reliability Engineering International·2021· 55 citedOpen Access
COSMOS next generation – A public knowledge base leveraging chemical and biological data to support the regulatory assessment of chemicals
Computational Toxicology·2021· 22 citedOpen Access
Integration of Hidden Markov Modelling and Bayesian Network for fault detection and prediction of complex engineered systems
Reliability Engineering & System Safety·2021· 54 citedOpen Access
Hybrid Dynamic Modelling of Engine Emissions on Multi-Physics Simulation Platform
SAE International Journal of Engines·2021· 1 cited
QReLU and m-QReLU: Two novel quantum activation functions to aid medical diagnostics
arXiv (Cornell University)·2020· 13 citedOpen Access
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Frequent Co-authors

Peter Cowling(7), Felician Campean(7), Vasile Palade(7), Mohammad Azzeh(6), Paul Trundle(4), Morteza Soleimani(4), Emilio Benfenati(4), M Cronin(4), Giuseppina Gini(4), Paolo Mazzatorta(4), Anna Palczewska(3), Najat Ali(2), Jan Palczewski(2), Richard Marchese Robinson(2), Mona Alkhattabi(2), Andréa Cullen(2), Luca Parisi(2), Renfei Ma(2), Habiba Muhammad Sani(2), Xin Fu(2)