Daniel Neagu
Orcid: 0000-0002-7038-106XAffiliations:
- University of Bradford, UK
According to our database1,
Daniel Neagu
authored at least 104 papers
between 1999 and 2023.
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Bibliography
2023
Early diagnosis and personalised treatment focusing on synthetic data modelling: Novel visual learning approach in healthcare.
Comput. Biol. Medicine, September, 2023
2022
Quantum ReLU activation for Convolutional Neural Networks to improve diagnosis of Parkinson's disease and COVID-19.
Expert Syst. Appl., 2022
Machine Learning Experiments with Artificially Generated Big Data from Small Immunotherapy Datasets.
Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022
Review of Immunotherapy Classification: Application Domains, Datasets, Algorithms and Software Tools from Machine Learning Perspective.
Proceedings of the 32nd Conference of Open Innovations Association, 2022
2021
SN Comput. Sci., 2021
Integration of Hidden Markov Modelling and Bayesian Network for fault detection and prediction of complex engineered systems.
Reliab. Eng. Syst. Saf., 2021
Qual. Reliab. Eng. Int., 2021
Expert Syst. J. Knowl. Eng., 2021
Proceedings of the Advances in Computational Intelligence Systems, 2021
2020
A novel application of deep learning with image cropping: a smart city use case for flood monitoring.
J. Reliab. Intell. Environ., 2020
QReLU and m-QReLU: Two novel quantum activation functions to aid medical diagnostics.
CoRR, 2020
2019
A Study Proposing a Data Model for a Dementia Care Mapping (DCM) Data Warehouse for Potential Secondary Uses of Dementia Care Data.
Int. J. Heal. Inf. Syst. Informatics, 2019
Proceedings of the Advances in Computational Intelligence Systems, 2019
Co-modelling Strategy for Development of Airpath Metamodel on Multi-physics Simulation Platform.
Proceedings of the Advances in Computational Intelligence Systems, 2019
Proceedings of the Advances in Computational Intelligence Systems, 2019
Proceedings of the Artificial Intelligence XXXVI, 2019
Distributed Network Behaviour Prediction Using Machine Learning and Agent-Based Micro Simulation.
Proceedings of the 7th International Conference on Future Internet of Things and Cloud, 2019
Proceedings of the 10th International Conference on Dependable Systems, 2019
2018
Proceedings of the 14th International Conference on Web Information Systems and Technologies, 2018
Agent Based Micro-simulation of a Passenger Rail System Using Customer Survey Data and an Activity Based Approach.
Proceedings of the Advances in Computational Intelligence Systems, 2018
Proceedings of the Advances in Computational Intelligence Systems, 2018
Proceedings of the Artificial Intelligence XXXV, 2018
The Wild Bootstrap Resampling in Regression Imputation Algorithm with a Gaussian Mixture Model.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2018
Proceedings of the 20th IEEE International Conference on High Performance Computing and Communications; 16th IEEE International Conference on Smart City; 4th IEEE International Conference on Data Science and Systems, 2018
Exploring Methods for Comparing Similarity of Dimensionally Inconsistent Multivariate Numerical Data.
Proceedings of the 20th IEEE International Conference on High Performance Computing and Communications; 16th IEEE International Conference on Smart City; 4th IEEE International Conference on Data Science and Systems, 2018
2017
Special issue on innovative techniques and applications of artificial intelligence guest editorial.
Expert Syst. J. Knowl. Eng., 2017
Proceedings of the Artificial Intelligence XXXIV, 2017
Proceedings of the 2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2017
2016
Soft Comput., 2016
Using random forest and decision tree models for a new vehicle prediction approach in computational toxicology.
Soft Comput., 2016
Neural Comput. Appl., 2016
2015
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015
2014
Expert Syst. J. Knowl. Eng., 2014
Proceedings of the 14th UK Workshop on Computational Intelligence, 2014
Proceedings of the 14th UK Workshop on Computational Intelligence, 2014
Proceedings of the 14th UK Workshop on Computational Intelligence, 2014
Investigating the relationship between the distribution of local semantic concepts and local keypoints for image annotation.
Proceedings of the 14th UK Workshop on Computational Intelligence, 2014
2013
Data Extraction from Online Social Networks Using Application Programming Interface in a Multi Agent System Approach.
Trans. Comput. Collect. Intell., 2013
A framework for comparing heterogeneous objects: on the similarity measurements for fuzzy, numerical and categorical attributes.
Soft Comput., 2013
Fusing integrated visual vocabularies-based bag of visual words and weighted colour moments on spatial pyramid layout for natural scene image classification.
Signal Image Video Process., 2013
J. Cheminformatics, 2013
Interpreting Random Forest Classification Models Using a Feature Contribution Method.
Proceedings of the Integration of Reusable Systems [extended versions of the best papers which were presented at IEEE International Conference on Information Reuse and Integration and IEEE International Workshop on Formal Methods Integration, 2013
Proceedings of the IEEE 14th International Conference on Information Reuse & Integration, 2013
Toxicity risk assessment from heterogeneous uncertain data with possibility-probability distribution.
Proceedings of the FUZZ-IEEE 2013, 2013
2012
Multi agent system approach for vulnerability analysis of online social network profiles over time.
Int. J. Knowl. Web Intell., 2012
Proceedings of the 14th International Conference on Computer Modelling and Simulation, 2012
Proceedings of the IEEE 13th International Conference on Information Reuse & Integration, 2012
Proceedings of the FUZZ-IEEE 2012, 2012
2011
Comput. Hum. Behav., 2011
Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2011
Formal Specification of Multi Agent System for Historical Information Retrieval from Online Social Networks.
Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2011
Binary Classification Models Comparison: On the Similarity of Datasets and Confusion Matrix for Predictive Toxicology Applications.
Proceedings of the Information Technology in Bio- and Medical Informatics, 2011
Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011
Comparing Multi-class Classifiers: On the Similarity of Confusion Matrices for Predictive Toxicology Applications.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2011, 2011
2010
Empir. Softw. Eng., 2010
Proceedings of the Information Technology in Bio- and Medical Informatics, 2010
Spatial pyramid local keypoints quantization for bag of visual patches image representation.
Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications, 2010
Software Stage-Effort Estimation Based on Association Rule Mining and Fuzzy Set Theory.
Proceedings of the 10th IEEE International Conference on Computer and Information Technology, 2010
Proceedings of the 10th IEEE International Conference on Computer and Information Technology, 2010
2009
Proceedings of the 2009 International Conference on CyberWorlds, 2009
Proceedings of the 5th International Workshop on Predictive Models in Software Engineering, 2009
Natural Scene Image Recognition by Fusing Weighted Colour Moments with Bag of Visual Patches on Spatial Pyramid Layout.
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009
Data retrieval from online social network profiles for social engineering applications.
Proceedings of the 4th International Conference for Internet Technology and Secured Transactions, 2009
2008
Proceedings of the Innovations in Hybrid Intelligent Systems, 2008
Improving analogy software effort estimation using fuzzy feature subset selection algorithm.
Proceedings of the 4th International Workshop on Predictor Models in Software Engineering, 2008
Proceedings of the Making Globally Distributed Software Development a Success Story, 2008
Improving Imbalanced Multidimensional Dataset Learner Performance with Artificial Data Generation: Density-Based Class-Boost Algorithm.
Proceedings of the Advances in Data Mining. Medical Applications, 2008
Adjusting Analogy Software Effort Estimation Based on Fuzzy Logic.
Proceedings of the ICSOFT 2008, 2008
Data Reduction and Classification based on Multiple Classifier Behavior.
Proceedings of The 2008 International Conference on Data Mining, 2008
Proceedings of the Second Asia International Conference on Modelling and Simulation, 2008
2007
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2007
Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), 2007
A new time series prediction algorithm based on moving average of nth-order difference.
Proceedings of the Sixth International Conference on Machine Learning and Applications, 2007
Proceedings of the Fourth International Conference on Fuzzy Systems and Knowledge Discovery, 2007
Applications of the Moving Average of <i>n</i> <sup> <i>th</i> </sup> -Order Difference Algorithm for Time Series Prediction.
Proceedings of the Advanced Data Mining and Applications, Third International Conference, 2007
2006
Proceedings of the Fuzzy Systems and Knowledge Discovery, Third International Conference, 2006
An Effective Combination Based on Class-Wise Expertise of Diverse Classifiers for Predictive Toxicology Data Mining.
Proceedings of the Advanced Data Mining and Applications, Second International Conference, 2006
2005
Int. J. Comput. Intell. Appl., 2005
Proceedings of the IEEE International Conference on Systems, 2005
A Multi-Label Voting Algorithm for Neuro-Fuzzy Classifier Ensembles with Applications in Visual Arts Data Mining.
Proceedings of the Fifth International Conference on Intelligent Systems Design and Applications (ISDA 2005), 2005
Proceedings of the Fifth International Conference on Intelligent Systems Design and Applications (ISDA 2005), 2005
Refinement of Clustering Solutions Using a Multi-label Voting Algorithm for Neuro-fuzzy Ensembles.
Proceedings of the Advances in Natural Computation, First International Conference, 2005
Proceedings of the Pattern Recognition and Data Mining, 2005
Proceedings of the Fuzzy Systems and Knowledge Discovery, Second International Conference, 2005
Studies in Fuzziness and Soft Computing 174, Springer, ISBN: 978-3-540-23219-3, 2005
2004
A Study of Neural and Fuzzy Parameters for Explicit and Implicit Knowledge-based Systems.
Proceedings of the Artificial Neural Networks: Data preparation techniques and application development, 2004
2003
Neural Comput. Appl., 2003
J. Chem. Inf. Comput. Sci., 2003
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003
2002
J. Chem. Inf. Comput. Sci., 2002
Neural and Neuro-Fuzzy Integration in a Knowledge-Based System for Air Quality Prediction.
Appl. Intell., 2002
Proceedings of the Multiple Classifier Systems, Third International Workshop, 2002
Proceedings of the Fifteenth International Florida Artificial Intelligence Research Society Conference, 2002
Neuro-Fuzzy Knowledge Representation for Toxicity Prediction of Organic Compounds.
Proceedings of the 15th European Conference on Artificial Intelligence, 2002
2001
Proceedings of the Computational Intelligence, 2001
2000
Proceedings of the Fourth International Conference on Knowledge-Based Intelligent Information Engineering Systems & Allied Technologies, 2000
Proceedings of the Fourth International Conference on Knowledge-Based Intelligent Information Engineering Systems & Allied Technologies, 2000
1999
Proceedings of the Computational Intelligence, 1999