Daniel Neagu

Orcid: 0000-0002-7038-106X

Affiliations:
  • University of Bradford, UK


According to our database1, Daniel Neagu authored at least 105 papers between 1999 and 2024.

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Bibliography

2024
Optimal evolutionary framework-based activation function for image classification.
Knowl. Based Syst., 2024

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
Deep Quantile Regression for Unsupervised Anomaly Detection in Time-Series.
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

Diagnostics and prognostics for complex systems: A review of methods and challenges.
Qual. Reliab. Eng. Int., 2021

Engineering Data- & Model-Driven Applications: EDMA-2017 special issue editorial.
Expert Syst. J. Knowl. Eng., 2021

Defect Prediction on Production Line.
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

Proximity Curves for Potential-Based Clustering.
J. Classif., 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

Vehicle Warranty Claim Prediction from Diagnostic Data Using Classification.
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

Queries on Synthetic Images for Large Multivariate Engineering Data Base Searches.
Proceedings of the Advances in Computational Intelligence Systems, 2019

On Selection of Optimal Classifiers.
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

Using Deep Learning for IoT-enabled Camera: A Use Case of Flood Monitoring.
Proceedings of the 10th International Conference on Dependable Systems, 2019

2018
Data quality challenges in the UK social housing sector.
Int. J. Inf. Manag., 2018

Comparison between Range-based and Prefix Dewey Encoding.
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

Classification of Heterogeneous Data Based on Data Type Impact on Similarity.
Proceedings of the Advances in Computational Intelligence Systems, 2018

Computational Complexity Analysis of Decision Tree Algorithms.
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

Robustness of Automotive SOTA: State-of-the-Art in Uncertainty Modelling.
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

An Experimental Comparison of Ensemble Classifiers for Evolving Data Streams.
Proceedings of the Artificial Intelligence XXXIV, 2017

Towards a Data Quality Framework for Heterogeneous Data.
Proceedings of the 2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2017

2016
Special issue on computational intelligence algorithms and applications.
Soft Comput., 2016

Using random forest and decision tree models for a new vehicle prediction approach in computational toxicology.
Soft Comput., 2016

Guest editorial: special issue on predictive analytics using machine learning.
Neural Comput. Appl., 2016

2015
Bipartite Network Model for Inferring Hidden Ties in Crime Data.
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

2014
Special issue on innovative techniques and applications of artificial intelligence.
Expert Syst. J. Knowl. Eng., 2014

Integration strategies for toxicity data from an empirical perspective.
Proceedings of the 14th UK Workshop on Computational Intelligence, 2014

Using computational methods for the prediction of drug vehicles.
Proceedings of the 14th UK Workshop on Computational Intelligence, 2014

Social media analysis for product safety using text mining and sentiment analysis.
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

Using Pareto points for model identification in predictive toxicology.
J. Cheminformatics, 2013

Towards model governance in predictive toxicology.
Int. J. Inf. Manag., 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

Interpreting random forest models using a feature contribution method.
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

Optimisation of Classifier Ensemble for Predictive Toxicology Applications.
Proceedings of the 14th International Conference on Computer Modelling and Simulation, 2012

Towards the integration of heterogeneous uncertain data.
Proceedings of the IEEE 13th International Conference on Information Reuse & Integration, 2012

Fuzzy complex number aided evaluation of predictive toxicology models.
Proceedings of the FUZZ-IEEE 2012, 2012

2011
Analogy-based software effort estimation using Fuzzy numbers.
J. Syst. Softw., 2011

Data governance in predictive toxicology: A review.
J. Cheminformatics, 2011

Assessing information quality of e-learning systems: a web mining approach.
Comput. Hum. Behav., 2011

Multi Agent System for Historical Information Retrieval from Online Social Networks.
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

Fuzzy set-theoretical approach for comparing objects with fuzzy attributes.
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
Fuzzy grey relational analysis for software effort estimation.
Empir. Softw. Eng., 2010

DCM Data Management Framework: A Data Warehousing Approach.
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

A New Approach for Comparing Fuzzy Objects.
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

Algorithms for Data Retrieval from Online Social Network Graphs.
Proceedings of the 10th IEEE International Conference on Computer and Information Technology, 2010

2009
Overview of Factors for Internet Banking Adoption.
Proceedings of the 2009 International Conference on CyberWorlds, 2009

Software effort estimation based on weighted fuzzy grey relational analysis.
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
Development of Multi-output Neural Networks for Data Integration - A Case Study.
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

Software Project Similarity Measurement Based on Fuzzy C-Means.
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

RDF Repository of Experts Based on Context Oriented Automatic Annotation Framework.
Proceedings of the Second Asia International Conference on Modelling and Simulation, 2008

2007
Multi-source Data Modelling: Integrating Related Data to Improve Model Performance.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2007

A Partial Coverage Based Approach to Classification.
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

Weighted kNNModel-Nased Data Reduction and Classification.
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
An Effective Combination of Multiple Classifiers for Toxicity Prediction.
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
Fuzzy Knnmodel Applied to Predictive Toxicology Data Mining.
Int. J. Comput. Intell. Appl., 2005

Similarity-based classifier combination for decision making.
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

Hybrid Intelligent Systems for Predictive Toxicology - a Distributed Approach.
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

Using <i>k</i>NN Model for Automatic Feature Selection.
Proceedings of the Pattern Recognition and Data Mining, 2005

A Study on Feature Selection for Toxicity Prediction.
Proceedings of the Fuzzy Systems and Knowledge Discovery, Second International Conference, 2005

Computational Intelligence - Engineering of Hybrid Systems
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
A neuro-fuzzy approach for functional genomics data interpretation and analysis.
Neural Comput. Appl., 2003

Tuning Neural and Fuzzy-Neural Networks for Toxicity Modeling.
J. Chem. Inf. Comput. Sci., 2003

A Study of Aquatic Toxicity Using Artificial Neural Networks.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003

2002
The Importance of Scaling in Data Mining for Toxicity Prediction.
J. Chem. Inf. Comput. Sci., 2002

Neural and Neuro-Fuzzy Integration in a Knowledge-Based System for Air Quality Prediction.
Appl. Intell., 2002

Combining Classifiers of Pesticides Toxicity through a Neuro-fuzzy Approach.
Proceedings of the Multiple Classifier Systems, Third International Workshop, 2002

Modular Neuro-Fuzzy Networks Used in Explicit and Implicit Knowledge Integration.
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
Interpretation of Trained Neural Networks by Rule Extraction.
Proceedings of the Computational Intelligence, 2001

2000
Rule extraction from neural networks by interval propagation.
Proceedings of the Fourth International Conference on Knowledge-Based Intelligent Information Engineering Systems & Allied Technologies, 2000

Neural explicit and implicit knowledge representation.
Proceedings of the Fourth International Conference on Knowledge-Based Intelligent Information Engineering Systems & Allied Technologies, 2000

1999
Fuzzy Computing in a MultiPurpose Neural Network Implementation.
Proceedings of the Computational Intelligence, 1999


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