Professor Ciprian Daniel Neagu,Professor of Computing
Information about Professor Ciprian Daniel Neagu at the University of Bradford.
- School of CSAI&E
(Faculty of Eng & Digital Technologies) - Email:
- d.neagu@bradford.ac.uk
- Telephone:
- +44 1274 235704
4
supervised researchers.Biography
Ciprian Daniel Neagu was appointed Professor of Computing with the University of Bradford in 2011: he joined the Department of Computer Science as Lecturer in 2002, and was promoted to Senior Lecturer in 2005. He has previously served as Associate Professor at the Department of Computer Science & Engineering, University of Galati, Romania (1993-2001).Professor Neagu has 20+ years of funded research leadership. He is AIResearch (AIRE) Group Leader, academic liaison for TuringUniversity Network, Academic Coordinator for Exchange Studies in Computer Science and Artificial Intelligence, active speakeron Responsible AI, SAFI lead for Big Data Statistical and Machine Learning Applications.
His research focuses on fundamental approaches for Responsible and Sustainable Artificial Intelligence, and applications in Digital Technologies for Engineering, Product Safety, Toxicology, Healthcare, Social Media, BIMs and Arts. This research has been motivated by his desire to advance the AI field by studying systems from rigorous computational and philosophical perspectives. The main theme throughout his academic work is to develop models of multidisciplinary information systems by the fusion of know-what, know-how and computational information. He strongly believes Computer Science is now media for knowledge acquisition, analysis, design, and validation to serve responsibly sustainable aims that play vital roles in the progress of science and society.
Professor CD Neagu is member of British Computer Society (BCS The Chartered Institute for IT), where he served as committee member of the BCS SGAI (Specialist Group on Artificial Intelligence) from 2011-2013. He was the General Chair of the 4th IEEE International Conference on Data Science and Systems DSS2018, the 14th Annual Workshop on Computational Intelligence UKCI2014 and the series of the International Workshop on Engineering Data- & Model-driven Applications EDMA2017, EDMA2018, EDMA2019, Deputy Technical Programme Chair for BCS SGAI AI Conference in 2011, 2012 and 2013 (Cambridge, UK).
Professor Neagu is Associate Editor for the Journal of Expert Systems (Wiley, IF 3.3), and invited editor for Expert Systems, Springer Neural Computing and Applications, and Springer Soft Computing journals.
He served as external examiner for PhDs, MPhil and MRes for Universities of Luxembourg, Aberystwyth, Coventry, East Anglia, Huddersfield, Hull, Liverpool, Liverpool John Moores, Northumbria, Sheffield, Sunderland, Ulster, York, and External Examiner for undergraduate and postgraduate Computer Science and Artificial Intelligence degrees at University of Huddersfield, Northumbria University and University of Liverpool.
Professor CD Neagu is invited Expert for EC Horizon Europe MSCA, IHI, H2020, IMI, EPSRC, AHRC, MRC, BBSRC, ESRC, STFC, NIHR and a number of international research councils (Canada, Chile, Cyprus, Austria, France).He has been accepted on the Higher Education Academy register of practitioners in 2006, is AHE/HEA Fellow since 2007, and contributed to the UKCGE (UK Council for Graduate Education) Postgraduate Funding and Resourcing Working Group (2014-2015).
Professor Ciprian Daniel Neagu coordinates Statistical Applications of Industrial Big Data, Software Design and Development, Final Year Project. He has proposed/ coordinated and re-designed Big Data Systems and Analytics, Software Development (at UG and PGT level), Data Structures and Algorithms, Group Project, Data Fusion, Artificial Intelligence with Applications, Computer Architecture and Systems, and Technical & Professional Skills academic modules. He delivers/ed modules, presentations and invited training sessions to SAFI - Automotive Research Centre - University of Bradford, BBC Academy, EC FPs consortia schools, OEMs, and coordinated data hackathons and research seminars series.
Research
Daniel Neagu's research focuses on Artificial Intelligence techniques applied in (Automotive) Engineering, Product Safety, Toxicology, Healthcare, Online Social Networks, Data Quality, Big Data. Daniels research has been motivated by his desire to advance the AI field by studying systems from rigorous computational perspectives. The main theme throughout his academic work is to develop models of multidisciplinary information systems by the fusion of experts knowledge and digital information. He strongly believes Computer Science is now a media for knowledge representation, exchange and retrieval to serve multidisciplinary objectives and purposes. Mining information to identify key attributes and making unknown, hidden, distributed information accessible to people plays a vital role in the progress of science and technology, thus Daniels work addresses applications as diverse as health, security and entertainment.Research Groups: Artificial Intelligence
Research supervision
Professor Ciprian Daniel Neagu is responsible for the supervision of 4 postgraduate researchers at the University of Bradford.
Professional activities
Information about education, employment and areas of particular interest for Professor Ciprian Daniel Neagu is as follows:
Education
- University of Galati - PhD
- Technical University of Iasi - MEng
- University of Galati - BSc (Hons)
Employment
- University of Galati - Associate Professor in the year 1993 (specified as 01/01/1993)
- Politecnico di Milano - Research Fellow in the year 2001 (specified as 01/01/2001)
Publications
There are 124 publications involving or that are attributed to Professor Ciprian Daniel Neagu. They are listed as:
- book chapter (7)
- conference publication (84)
- editorial (7)
- peer reviewed journal (25)
- reviews (1)
Book Chapter
| Title | Year | Publication name | Journal | Volume | Pages | Authors | Editors | ISSN | Publisher | DOI | Location |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Interpreting Random Forest Classification Models Using a Feature Contribution Method | 2014 | Palczewska, Anna Maria; Palczewski, J.; Marchese-Robinson, R.M.; Neagu, Daniel | |||||||||
| User perceptions of information quality in e-learning systems: A gender and cultural perspective | 2012 | Globalization, Technology Diffusion and Gender Disparity: Social Impacts of ICTs | Globalization, Technology Diffusion and Gender Disparity: Social Impacts of ICTs | 138 - 145 | Alkhattabi M.;Neagu D.;Cullen A. | 9781466600201 | 10.4018/978-1-4666-0020-1.ch012 | ||||
| The use of the DEMETRA models | 2007 | Quantitative Structure-Activity Relationships (QSAR) for Pesticide Regulatory Purposes | Quantitative Structure-Activity Relationships (QSAR) for Pesticide Regulatory Purposes | 303 - 313 | Benfenati E.;Craciun M.;Neagu D. | 9780444527103 | 10.1016/B978-044452710-3/50011-2 | ||||
| Algorithms for (Q)SAR model building | 2007 | Quantitative Structure-Activity Relationships (QSAR) for Pesticide Regulatory Purposes | Quantitative Structure-Activity Relationships (QSAR) for Pesticide Regulatory Purposes | 111 - 147 | Chaudhry Q.;Chrétien J.;Craciun M.;Guo G.;Lemke F.;Müller J.;Neagu D.;Piclin N.;Pintore M.;Trundle P. | 9780444527103 | 10.1016/B978-044452710-3/50006-9 | ||||
| Databases for pesticide ecotoxicity | 2007 | Quantitative Structure-Activity Relationships (QSAR) for Pesticide Regulatory Purposes | Quantitative Structure-Activity Relationships (QSAR) for Pesticide Regulatory Purposes | 59 - 81 | Benfenati E.;Boriani E.;Craciun M.;Malazizi L.;Neagu D.;Roncaglioni A. | 9780444527103 | 10.1016/B978-044452710-3/50004-5 | ||||
| Hybrid systems | 2007 | Quantitative Structure-Activity Relationships (QSAR) for Pesticide Regulatory Purposes | Quantitative Structure-Activity Relationships (QSAR) for Pesticide Regulatory Purposes | 149 - 183 | Amaury N.;Benfenati E.;Bumbaru S.;Chana A.;Craciun M.;Chrétien J.;Gini G.;Guo G.;Lemke F.;Minzu V.;Müller J.;Neagu D.;Pintore M.;Stroia S.;Trundle P. | 9780444527103 | 10.1016/B978-044452710-3/50007-0 | ||||
| CHAPTER 6: Storing and Using Qualitative and Quantitative Structure-Activity Relationships in the Era of Toxicological and Chemical Data Expansion | 2020 | Issues in Toxicology | Issues in Toxicology | 2020-January | 185 - 213 | Sild S.;Piir G.;Neagu D.;Maran U. | 1757-7179 | 10.1039/9781782623656-00185 |
Conference Publication
| Title | Year | Publication name | Journal | Volume | Pages | Authors | Editors | ISSN | Publisher | DOI | Location |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2013 | Interpreting random forest models using a feature contribution method | Interpreting random forest models using a feature contribution method | Palczewska, Anna Maria; Palczewski, J.; Marchese-Robinson, R.M.; Neagu, Daniel | ||||||||
| 2013 | Toxicity risk assessment from heterogeneous uncertain data with possibility-probability distribution | Toxicity risk assessment from heterogeneous uncertain data with possibility-probability distribution | Yang, L.; Neagu, Daniel | ||||||||
| 2015 | Bipartite Network Model for Inferring Hidden Ties in Crime Data | Bipartite Network Model for Inferring Hidden Ties in Crime Data | Isah, Haruna; Neagu, Daniel; Trundle, Paul R. | ||||||||
| 2014 | Integration strategies for toxicity data from an empirical perspective | Integration strategies for toxicity data from an empirical perspective | Yang, L.; Neagu, Daniel | ||||||||
| 2014 | Using computational methods for the prediction of drug vehicles | Using computational methods for the prediction of drug vehicles | Mistry, Pritesh; Palczewska, Anna Maria; Neagu, Daniel; Trundle, Paul R. | ||||||||
| 2014 | Social media analysis for product safety using text mining and sentiment analysis | Social media analysis for product safety using text mining and sentiment analysis | Isa, H.; Trundle, Paul R.; Neagu, Daniel | ||||||||
| 2014 | Investigating the relationship between the distribution of local semantic concepts and local keypoints for image annotation | Investigating the relationship between the distribution of local semantic concepts and local keypoints for image annotation | Alqasrawi, Yousef T. N.; Neagu, Daniel | ||||||||
| 2017 | Towards a Data Quality Framework for Heterogeneous Data | Towards a Data Quality Framework for Heterogeneous Data | Micic, Natasha; Neagu, Daniel; Campean, I. Felician; Habib Zadeh, Esmaeil | ||||||||
| 2018 | Towards a framework for engineering big data: An automotive systems perspective | Towards a framework for engineering big data: An automotive systems perspective | Byrne, Thomas J.; Campean, I. Felician; Neagu, Daniel | ||||||||
| 2018 | The wild bootstrap resampling in regression imputation algorithm with a Gaussian Mixture Model | The wild bootstrap resampling in regression imputation algorithm with a Gaussian Mixture Model | Mat Jasin, A.; Neagu, Daniel; Csenki, Attila | ||||||||
| A study of aquatic toxicity using artificial neural networks | 2003 | Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science) | Lecture Notes in Computer Science | 2774 PART 2 | 911 - 918 | Crǎciun M.;Neagu D.;König C.;Bumbaru S. | 0302-9743 | ||||
| 2018 | Exploring Methods for Comparing Similarity of Dimensionally Inconsistent Multivariate Numerical Data | Exploring Methods for Comparing Similarity of Dimensionally Inconsistent Multivariate Numerical Data | Micic, Natasha; Neagu, Daniel; Torgunov, Denis; Campean, I. Felician | ||||||||
| 2018 | Robustness of Automotive SOTA: State-of-the-art in Uncertainty Modelling | Robustness of Automotive SOTA: State-of-the-art in Uncertainty Modelling | Murphy, O.; Habib Zadeh, Esmaeil; Campean, I. Felician; Neagu, Daniel | ||||||||
| A comparative study of machine learning algorithms applied to predictive toxicology data mining | 2007 | ATLA Alternatives to Laboratory Animals | ATLA Alternatives to Laboratory Animals | 35 | 25 - 32 | Neagu D.;Guo G.;Trundle P.;Cronin M. | 0261-1929 | ||||
| An experimental comparison of ensemble classifiers for evolving data streams | 2017 | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | Lecture Notes in Computer Science | 10630 LNAI | 156 - 162 | Tambuwal A.;Neagu D.;Gheorghe M. | 0302-9743 | 10.1007/978-3-319-71078-5_14 | |||
| A multi-label voting algorithm for neuro-fuzzy classifier ensembles with applications in Visual Arts Data Mining | 2005 | Proceedings - 5th International Conference on Intelligent Systems Design and Applications 2005, ISDA '05 | Proceedings - 5th International Conference on Intelligent Systems Design and Applications 2005, ISDA '05 | 2005 | 245 - 250 | Neagu D.;Zhang S.;Balescu C. | 0769522866 | 10.1109/ISDA.2005.10 | |||
| Algorithms for data retrieval from online social network graphs | 2010 | Proceedings - 10th IEEE International Conference on Computer and Information Technology, CIT-2010, 7th IEEE International Conference on Embedded Software and Systems, ICESS-2010, ScalCom-2010 | Proceedings - 10th IEEE International Conference on Computer and Information Technology, CIT-2010, 7th IEEE International Conference on Embedded Software and Systems, ICESS-2010, ScalCom-2010 | 1660 - 1666 | Abdulrahman R.;Alim S.;Neagu D.;Ridley M. | 9780769541082 | 10.1109/CIT.2010.293 | ||||
| Interpreting random forest models using a feature contribution method | 2013 | Proceedings of the 2013 IEEE 14th International Conference on Information Reuse and Integration, IEEE IRI 2013 | Proceedings of the 2013 IEEE 14th International Conference on Information Reuse and Integration, IEEE IRI 2013 | 112 - 119 | Palczewska A.;Palczewski J.;Robinson R.;Neagu D. | 9781479910502 | 10.1109/IRI.2013.6642461 | ||||
| Social media analysis for product safety using text mining and sentiment analysis | 2014 | 2014 14th UK Workshop on Computational Intelligence, UKCI 2014 - Proceedings | 2014 14th UK Workshop on Computational Intelligence, UKCI 2014 - Proceedings | Isah H.;Trundle P.;Neagu D. | 9781479955381 | 10.1109/UKCI.2014.6930158 | |||||
| Using kNN model for automatic feature selection | 2005 | Lecture Notes in Computer Science | Lecture Notes in Computer Science | 3686 | 410 - 419 | Guo G.;Neagu D.;Cronin M. | 0302-9743 | ||||
| An effective combination based on class-wise expertise of diverse classifiers for predictive toxicology data mining | 2006 | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | Lecture Notes in Computer Science | 4093 LNAI | 165 - 172 | Neagu D.;Guo G.;Wang S. | 0302-9743 | ||||
| A data-driven approach for improved effective classification in predictive toxicology | 2006 | 2006 IEEE International Conference on Computational Cybernetics, ICCC | 2006 IEEE International Conference on Computational Cybernetics, ICCC | Neagu D.;Guo G. | 1424400716 | 10.1109/ICCCYB.2006.305708 | |||||
| Predictive model representation and comparison: Towards data and predictive models governance | 2010 | 2010 UK Workshop on Computational Intelligence, UKCI 2010 | 2010 UK Workshop on Computational Intelligence, UKCI 2010 | Makhtar M.;Neagu D.;Ridley M. | 9781424487752 | 10.1109/UKCI.2010.5625573 | |||||
| Towards a Data Quality Framework for Heterogeneous Data | 2018 | Proceedings - 2017 IEEE International Conference on Internet of Things, IEEE Green Computing and Communications, IEEE Cyber, Physical and Social Computing, IEEE Smart Data, iThings-GreenCom-CPSCom-SmartData 2017 | Proceedings - 2017 IEEE International Conference on Internet of Things, IEEE Green Computing and Communications, IEEE Cyber, Physical and Social Computing, IEEE Smart Data, iThings-GreenCom-CPSCom-SmartData 2017 | 2018-January | 155 - 162 | Micic N.;Neagu D.;Campean F.;Zadeh E. | 9781538630655 | 10.1109/iThings-GreenCom-CPSCom-SmartData.2017.28 | |||
| Improving analogy software effort estimation using fuzzy feature subset selection algorithm | 2008 | Proceedings - International Conference on Software Engineering | Proceedings - International Conference on Software Engineering | 71 - 78 | Azzeh M.;Neagu D.;Cowling P. | 0270-5257 | 10.1145/1370788.1370805 | ||||
| A new time series prediction algorithm based on moving average of n th -order difference | 2007 | Proceedings - 6th International Conference on Machine Learning and Applications, ICMLA 2007 | Proceedings - 6th International Conference on Machine Learning and Applications, ICMLA 2007 | 248 - 253 | Yang L.;Neagu D. | 0769530699 | 10.1109/ICMLA.2007.7 | ||||
| Data reduction and classification based on multiple classifier behavior | 2008 | Proceedings of the 2008 International Conference on Data Mining, DMIN 2008 | Proceedings of the 2008 International Conference on Data Mining, DMIN 2008 | 78 - 83 | Zhao C.;Guo G.;Huang X.;Huang T.;Neagu D. | 1601320620 | |||||
| Software stage-effort estimation based on association rule mining and Fuzzy set theory | 2010 | Proceedings - 10th IEEE International Conference on Computer and Information Technology, CIT-2010, 7th IEEE International Conference on Embedded Software and Systems, ICESS-2010, ScalCom-2010 | Proceedings - 10th IEEE International Conference on Computer and Information Technology, CIT-2010, 7th IEEE International Conference on Embedded Software and Systems, ICESS-2010, ScalCom-2010 | 249 - 256 | Azzeh M.;Cowling P.;Neagu D. | 9780769541082 | 10.1109/CIT.2010.76 | ||||
| Applications of the moving average of nth-order difference algorithm for time series prediction | 2007 | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | Lecture Notes in Computer Science | 4632 LNAI | 264 - 275 | Lan Y.;Neagu D. | 0302-9743 | ||||
| Overview of factors for Internet banking adoption | 2009 | 2009 International Conference on CyberWorlds, CW '09 | 2009 International Conference on CyberWorlds, CW '09 | 163 - 170 | Ochuko R.;Cullen A.;Neagu D. | 9780769537917 | 10.1109/CW.2009.51 | ||||
| Binary classification models comparison: On the similarity of datasets and confusion matrix for predictive toxicology applications | 2011 | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | Lecture Notes in Computer Science | 6865 LNCS | 108 - 122 | Makhtar M.;Neagu D.;Ridley M. | 0302-9743 | 10.1007/978-3-642-23208-4_11 | |||
| DCM data management framework: A data warehousing approach | 2010 | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | Lecture Notes in Computer Science | 6266 LNCS | 45 - 56 | Khalid S.;Surr C.;Neagu D. | 0302-9743 | 10.1007/978-3-642-15020-3_4 | |||
| A study on feature selection for toxicity prediction | 2006 | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | Lecture Notes in Computer Science | 3614 LNAI | 31 - 34 | Guo G.;Neagu D.;Cronin M. | 0302-9743 | ||||
| Natural scene image recognition by fusing weighted colour moments with bag of visual patches on spatial pyramid layout | 2009 | ISDA 2009 - 9th International Conference on Intelligent Systems Design and Applications | ISDA 2009 - 9th International Conference on Intelligent Systems Design and Applications | 140 - 145 | Alqasrawi Y.;Neagu D.;Cowling P. | 9780769538723 | 10.1109/ISDA.2009.134 | ||||
| Software project similarity measurement based on fuzzy C-means | 2008 | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | Lecture Notes in Computer Science | 5007 LNCS | 123 - 134 | Azzeh M.;Neagu D.;Cowling P. | 0302-9743 | 10.1007/978-3-540-79588-9_12 | |||
| Optimisation of classifier ensemble for predictive toxicology applications | 2012 | Proceedings - 2012 14th International Conference on Modelling and Simulation, UKSim 2012 | Proceedings - 2012 14th International Conference on Modelling and Simulation, UKSim 2012 | 236 - 241 | Makhtar M.;Yang L.;Neagu D.;Ridley M. | 9780769546827 | 10.1109/UKSim.2012.41 | ||||
| Integration strategies for toxicity data from an empirical perspective | 2014 | 2014 14th UK Workshop on Computational Intelligence, UKCI 2014 - Proceedings | 2014 14th UK Workshop on Computational Intelligence, UKCI 2014 - Proceedings | Yang L.;Neagu D. | 9781479955381 | 10.1109/UKCI.2014.6930153 | |||||
| Fuzzy set-theoretical approach for comparing objects with fuzzy attributes | 2011 | International Conference on Intelligent Systems Design and Applications, ISDA | International Conference on Intelligent Systems Design and Applications, ISDA | 754 - 759 | Bashon Y.;Neagu D.;Ridley M. | 2164-7143 | 10.1109/ISDA.2011.6121747 | ||||
| An improved root extraction technique for Arabic words | 2010 | ICCTD 2010 - 2010 2nd International Conference on Computer Technology and Development, Proceedings | ICCTD 2010 - 2010 2nd International Conference on Computer Technology and Development, Proceedings | 264 - 269 | Al-Nashashibi M.;Neagu D.;Yaghi A. | 9781424488438 | 10.1109/ICCTD.2010.5645872 | ||||
| Investigating the relationship between the distribution of local semantic concepts and local keypoints for image annotation | 2014 | 2014 14th UK Workshop on Computational Intelligence, UKCI 2014 - Proceedings | 2014 14th UK Workshop on Computational Intelligence, UKCI 2014 - Proceedings | Alqasrawi Y.;Neagu D. | 9781479955381 | 10.1109/UKCI.2014.6930165 | |||||
| Formal specification of multi agent system for historical information retrieval from online social networks | 2011 | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | Lecture Notes in Computer Science | 6682 LNAI | 84 - 93 | Abdulrahman R.;Holton D.;Neagu D.;Ridley M. | 0302-9743 | 10.1007/978-3-642-22000-5_10 | |||
| RDF repository of experts based on context oriented automatic annotation framework | 2008 | Proceedings - 2nd Asia International Conference on Modelling and Simulation, AMS 2008 | Proceedings - 2nd Asia International Conference on Modelling and Simulation, AMS 2008 | 29 - 34 | Hatem M.;Neagu D.;Ramadan H. | 9780769531366 | 10.1109/AMS.2008.51 | ||||
| A study on feature selection for toxicity prediction | 2005 | Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science) | Lecture Notes in Computer Science | 3614 | 31 - 34 | Guo G.;Neagu D.;Cronin M. | 0302-9743 | ||||
| Toxicity risk assessment from heterogeneous uncertain data with possibility-probability distribution | 2013 | IEEE International Conference on Fuzzy Systems | IEEE International Conference on Fuzzy Systems | Yang L.;Neagu D. | 1098-7584 | 10.1109/FUZZ-IEEE.2013.6622304 | |||||
| Software effort estimation based on weighted fuzzy grey relational analysis | 2009 | ACM International Conference Proceeding Series | Acm International Conference Proceeding Series | Azzeh M.;Neagu D.;Cowling P. | 9781605586342 | 10.1145/1540438.1540450 | |||||
| Similarity-based classifier combination for decision making | 2005 | Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics | Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics | 1 | 176 - 181 | Guo G.;Neagu D. | 1062-922X | ||||
| Towards the integration of heterogeneous uncertain data | 2012 | Proceedings of the 2012 IEEE 13th International Conference on Information Reuse and Integration, IRI 2012 | Proceedings of the 2012 IEEE 13th International Conference on Information Reuse and Integration, IRI 2012 | 295 - 302 | Yang L.;Neagu D. | 9781467322843 | 10.1109/IRI.2012.6303023 | ||||
| Spatial pyramid local keypoints quantization for bag of visual patches image representation | 2010 | Proceedings of the 2010 10th International Conference on Intelligent Systems Design and Applications, ISDA'10 | Proceedings of the 2010 10th International Conference on Intelligent Systems Design and Applications, ISDA'10 | 1270 - 1274 | Alqasrawi Y.;Neagu D.;Cowling P. | 9781424481354 | 10.1109/ISDA.2010.5687083 | ||||
| A partial coverage based approach to classification | 2007 | Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI | Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI | 1 | 275 - 280 | Huang Y.;Guo G.;Neagu D. | 1082-3409 | 10.1109/ICTAI.2007.62 | |||
| An effective combination of multiple classifiers for toxicity prediction | 2006 | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | Lecture Notes in Computer Science | 4223 LNAI | 481 - 490 | Guo G.;Neagu D.;Huang X.;Bi Y. | 0302-9743 | ||||
| Adjusting analogy software effort estimation based on fuzzy logic | 2008 | ICSOFT 2008 - Proceedings of the 3rd International Conference on Software and Data Technologies | ICSOFT 2008 - Proceedings of the 3rd International Conference on Software and Data Technologies | SE | 127 - 132 | Azzeh M.;Neagu D.;Cowling P. | 9789898111524 | ||||
| Fuzzy complex number aided evaluation of predictive toxicology models | 2012 | IEEE International Conference on Fuzzy Systems | IEEE International Conference on Fuzzy Systems | Fu X.;Travis K.;Neagu D.;Ridley M.;Shen Q. | 1098-7584 | 10.1109/FUZZ-IEEE.2012.6251331 | |||||
| Stemming techniques for Arabic words: A comparative study | 2010 | ICCTD 2010 - 2010 2nd International Conference on Computer Technology and Development, Proceedings | ICCTD 2010 - 2010 2nd International Conference on Computer Technology and Development, Proceedings | 270 - 276 | Al-Nashashibi M.;Neagu D.;Yaghi A. | 9781424488438 | 10.1109/ICCTD.2010.5645873 | ||||
| Data retrieval from online social network profiles for social engineering applications | 2009 | International Conference for Internet Technology and Secured Transactions, ICITST 2009 | International Conference for Internet Technology and Secured Transactions, ICITST 2009 | Alim S.;Abdul-Rahman R.;Neagu D.;Ridley M. | 9781424456482 | ||||||
| Multi-source data modelling: Integrating related data to improve model performance | 2007 | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | Lecture Notes in Computer Science | 4571 LNAI | 32 - 46 | Trundle P.;Neagu D.;Chaudhry Q. | 0302-9743 | ||||
| A data quality assessment algorithm with applications in predictive toxicology | 2006 | Proceedings of the International Multiconference on Computer Science and Information Technology, IMCSIT | Proceedings of the International Multiconference on Computer Science and Information Technology, IMCSIT | 1 | 131 - 140 | Malazizi L.;Neagu D.;Chaudhry Q. | |||||
| Multi agent system for historical information retrieval from online social networks | 2011 | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | Lecture Notes in Computer Science | 6682 LNAI | 54 - 63 | Abdulrahman R.;Neagu D.;Holton D. | 0302-9743 | 10.1007/978-3-642-22000-5_7 | |||
| Using computational methods for the prediction of drug vehicles | 2014 | 2014 14th UK Workshop on Computational Intelligence, UKCI 2014 - Proceedings | 2014 14th UK Workshop on Computational Intelligence, UKCI 2014 - Proceedings | Mistry P.;Palczewska A.;Neagu D.;Trundle P. | 9781479955381 | 10.1109/UKCI.2014.6930194 | |||||
| A new approach for comparing fuzzy objects | 2010 | Communications in Computer and Information Science | Communications in Computer and Information Science | 81 PART 2 | 115 - 125 | Bashon Y.;Neagu D.;Ridley M. | 1865-0929 | 10.1007/978-3-642-14058-7_12 | |||
| Development of multi-output neural networks for data integration - A case study | 2007 | Advances in Soft Computing | Advances in Soft Computing | 44 | 80 - 87 | Trundle P.;Neagu D.;Craciun M.;Chaudhry Q. | 1615-3871 | 10.1007/978-3-540-74972-1_12 | |||
| Hybrid intelligent systems for predictive toxicology - A distributed approach | 2005 | Proceedings - 5th International Conference on Intelligent Systems Design and Applications 2005, ISDA '05 | Proceedings - 5th International Conference on Intelligent Systems Design and Applications 2005, ISDA '05 | 2005 | 26 - 31 | Neagu D.;Craciun M.;Stroia S.;Bumbaru S. | 0769522866 | 10.1109/ISDA.2005.52 | |||
| Comparing multi-class classifiers: On the similarity of confusion matrices for predictive toxicology applications | 2011 | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | Lecture Notes in Computer Science | 6936 LNCS | 252 - 261 | Makhtar M.;Neagu D.;Ridley M. | 0302-9743 | 10.1007/978-3-642-23878-9_31 | |||
| Bipartite network model for inferring hidden ties in crime data | 2015 | Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2015 | Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2015 | 994 - 1001 | Isah H.;Neagu D.;Trundle P. | 9781450338547 | 10.1145/2808797.2808842 | ||||
| The wild bootstrap resampling in regression imputation algorithm with a gaussian mixture model | 2018 | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | Lecture Notes in Computer Science | 10935 LNAI | 218 - 230 | Mat Jasin A.;Neagu D.;Csenki A. | 0302-9743 | 10.1007/978-3-319-96133-0_17 | |||
| Axioms for vulnerability measurement of online social network profiles | 2011 | International Conference on Information Society, i-Society 2011 | International Conference on Information Society, i-Society 2011 | 241 - 247 | Alim S.;Neagu D.;Ridley M. | 9780956426383 | |||||
| Weighted kNNModel-based data reduction and classification | 2007 | Proceedings - Fourth International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2007 | Proceedings - Fourth International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2007 | 1 | 689 - 695 | Huang X.;Guo G.;Neagu D.;Huang T. | 0769528740 | 10.1109/FSKD.2007.615 | |||
| Refinement of clustering solutions using a multi-label voting algorithm for neuro-fuzzy ensembles | 2005 | Lecture Notes in Computer Science | Lecture Notes in Computer Science | 3612 | 1300 - 1303 | Zhang S.;Neagu D.;Balescu C. | 0302-9743 | ||||
| A neuro-fuzzy approach for functional genomics data interpretation and analysis | 2003 | Neural Computing and Applications | Neural Computing and Applications | 12 | 153 - 159 | Neagu D.;Palade V. | 0941-0643 | 10.1007/s00521-003-0388-6 | |||
| 2019 | Classification of heterogeneous data based on data type impact of similarity | Classification of heterogeneous data based on data type impact of similarity | Ali, N.; Neagu, Daniel; Trundle, Paul R. | ||||||||
| 2019 | Agent based micro-simulation of a passenger rail system using customer survey data and an activity based approach | Agent based micro-simulation of a passenger rail system using customer survey data and an activity based approach | Makinde, O.; Neagu, Daniel; Gheorghe, Marian | ||||||||
| 2018 | Computational complexity analysis of decision tree algorithms | Computational complexity analysis of decision tree algorithms | Sani, Habiba M.; Lei, Ci; Neagu, Daniel | ||||||||
| 2019 | An Axiomatic Categorisation Framework for the Dynamic Alignment of Disparate Functions in Cyber-Physical Systems | An Axiomatic Categorisation Framework for the Dynamic Alignment of Disparate Functions in Cyber-Physical Systems | Byrne, Thomas J.; Doikin, Aleksandr; Campean, I. Felician; Neagu, Daniel | ||||||||
| 2019 | Automotive IVHM: Towards Intelligent Personalised Systems Healthcare | Automotive IVHM: Towards Intelligent Personalised Systems Healthcare | Campean, I. Felician; Neagu, Daniel; Doikin, Aleksandr; Soleimani, Morteza; Byrne, Thomas J.; Sherratt, A. | ||||||||
| Robustness of Automotive SOTA: State-of-the-Art in Uncertainty Modelling | 2019 | Proceedings - 20th International Conference on High Performance Computing and Communications, 16th International Conference on Smart City and 4th International Conference on Data Science and Systems, HPCC/SmartCity/DSS 2018 | Proceedings - 20th International Conference on High Performance Computing and Communications, 16th International Conference on Smart City and 4th International Conference on Data Science and Systems, HPCC/SmartCity/DSS 2018 | 1506 - 1513 | Murphy O.;Zadeh E.;Campean F.;Neagu D. | 9781538666142 | 10.1109/HPCC/SmartCity/DSS.2018.00248 | ||||
| Using Deep Learning for IoT-Enabled Smart Camera: A Use Case of Flood Monitoring | 2019 | 10th International Conference Dependable Systems, Services and Technologies | 10th International Conference Dependable Systems, Services and Technologies | 0 | B Mishra, D Thakker, S Mazumdar, D Neagu, S Simpson | IEEE | |||||
| Using Deep Learning for IoT-enabled Camera: A Use Case of Flood Monitoring | 2019 | Conference Proceedings of 2019 10th International Conference on Dependable Systems, Services and Technologies, DESSERT 2019 | Conference Proceedings of 2019 10th International Conference on Dependable Systems, Services and Technologies, DESSERT 2019 | 235 - 240 | Mishra B.;Thakker D.;Mazumdar S.;Simpson S.;Neagu D. | 9781728117331 | 10.1109/DESSERT.2019.8770019 | ||||
| Towards a framework for engineering big data: An automotive systems perspective | 2018 | Proceedings of International Design Conference, DESIGN | Proceedings of International Design Conference, DESIGN | 4 | 1511 - 1522 | Byrne T.;Campean F.;Neagu D. | 1847-9073 | 10.21278/idc.2018.0490 | |||
| Comparison between range-based and prefix dewey encoding | 2018 | WEBIST 2018 - Proceedings of the 14th International Conference on Web Information Systems and Technologies | WEBIST 2018 - Proceedings of the 14th International Conference on Web Information Systems and Technologies | 364 - 368 | Taktek E.;Thakker D.;Neagu D. | 9789897583247 | |||||
| Computational complexity analysis of decision tree algorithms | 2018 | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | Lecture Notes in Computer Science | 11311 LNAI | 191 - 197 | Sani H.;Lei C.;Neagu D. | 0302-9743 | 10.1007/978-3-030-04191-5_17 | |||
| 2019 | Using deep learning for IoT-enabled smart camera: a use case of flood monitoring | Using deep learning for IoT-enabled smart camera: a use case of flood monitoring | Mishra, Bhupesh K.; Thakker, Dhaval; Mazumdar, S.; Simpson, S.; Neagu, Daniel | ||||||||
| Queries on Synthetic Images for Large Multivariate Engineering Data Base Searches | 2020 | Advances in Intelligent Systems and Computing | Advances In Intelligent Systems And Computing | 1043 | 517 - 528 | Micic N.;Lei C.;Neagu D.;Campean F. | 2194-5357 | 10.1007/978-3-030-29933-0_43 | |||
| Co-modelling Strategy for Development of Airpath Metamodel on Multi-physics Simulation Platform | 2020 | Advances in Intelligent Systems and Computing | Advances In Intelligent Systems And Computing | 1043 | 504 - 516 | Pant G.;Campean F.;Korsunovs A.;Neagu D.;Garcia-Afonso O. | 2194-5357 | 10.1007/978-3-030-29933-0_42 | |||
| On Selection of Optimal Classifiers | 2019 | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | Lecture Notes in Computer Science | 11927 LNAI | 494 - 499 | Rado O.;Neagu D. | 0302-9743 | 10.1007/978-3-030-34885-4_42 | |||
| Vehicle Warranty Claim Prediction from Diagnostic Data Using Classification | 2020 | Advances in Intelligent Systems and Computing | Advances In Intelligent Systems And Computing | 1043 | 483 - 492 | Torgunov D.;Trundle P.;Campean F.;Neagu D.;Sherratt A. | 2194-5357 | 10.1007/978-3-030-29933-0_40 |
Editorial
| Title | Year | Publication name | Journal | Volume | Pages | Authors | Editors | ISSN | Publisher | DOI | Location |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Special issue on computational intelligence algorithms and applications | 2016 | Soft Computing | 20 | 2921 - 2922 | Neagu D. | 1432-7643 | 10.1007/s00500-016-2261-4 | ||||
| Special issue on innovative techniques and applications of artificial intelligence guest editorial | 2017 | Expert Systems | 34 | Neagu D. | 0266-4720 | 10.1111/exsy.12234 | |||||
| Special issue on innovative techniques and applications of artificial intelligence | 2014 | Expert Systems | 31 | 409 - 410 | Neagu D. | 0266-4720 | 10.1111/exsy.12048 | ||||
| Message from the EDMA-2017 Workshop Chairs | 2018 | 2018-January | xlviii | Campean F.;Gheorghe M.;Hall J.;Neagu D. | 9781538630655 | 10.1109/iThings-GreenCom-CPSCom-SmartData.2017.197 | |||||
| Guest editorial: special issue on predictive analytics using machine learning | 2016 | Neural Computing and Applications | 27 | 2153 - 2155 | Nassif A.;Azzeh M.;Banitaan S.;Neagu D. | 0941-0643 | 10.1007/s00521-016-2327-3 | ||||
| Message from the Program Chairs | 2016 | xxviii | Li S.;Dai Y.;Neagu D.;Ming D. | 9781509025350 | 10.1109/ICISCE.2016.6 | ||||||
| Preface | 2020 | Issues in Toxicology | 2020-January | VII - XII | Neagu D.;Richarz A. | 1757-7179 | 10.1039/9781782623656-FP007 |
Peer Reviewed Journal
| Title | Year | Publication name | Journal | Volume | Pages | Authors | Editors | ISSN | Publisher | DOI | Location |
|---|---|---|---|---|---|---|---|---|---|---|---|
| A Neuro-Fuzzy Approach for Functional Genomics Data Interpretation and Analysis | 2003 | Neagu, Daniel; Palade, V. | |||||||||
| Neural and Neuro-Fuzzy Integration in a Knowledge-Based System for Air Quality Prediction. | 2002 | Neagu, Daniel; Avouris, N.M.; Kalapanidas, E.; Palade, V. | |||||||||
| Fuzzy kNNModel Applied to Predictive Toxicology Data Mining | 2005 | Guo, G.; Neagu, Daniel | |||||||||
| The importance of scaling in data mining for toxicity prediction. | 2002 | Mazzatorta, P.; Benfenati, E.; Neagu, Daniel; Gini, G. | |||||||||
| Special issue on computational intelligence algorithms and applications | 2016 | Neagu, Daniel | |||||||||
| Towards model governance in predictive toxicology | 2013 | Palczewska, Anna Maria; Fu, X.; Trundle, Paul R.; Yang, Longzhi; Neagu, Daniel; Ridley, Mick J.; Travis, Kim | |||||||||
| Using Pareto points for model identification in predictive toxicology | 2013 | Palczewska, Anna Maria; Neagu, Daniel; Ridley, Mick J. | |||||||||
| Towards a Fuzzy Expert System on Toxicological Data Quality Assessment | 2013 | Yang, Longzhi; Neagu, Daniel; Cronin, M.T.D.; Hewitt, M.; Enoch, S.J.; Madden, J.C.; Przybylak, K. | |||||||||
| A framework for comparing heterogeneous objects: on the similarity measurements for fuzzy, numerical and categorical attributes | 2013 | Bashon, Yasmina M.; Neagu, Daniel; Ridley, Mick J. | |||||||||
| Fusing integrated visual vocabularies-based bag of visual words and weighted colour moments on spatial pyramid layout for natural scene image classification | 2013 | Alqasrawi, Yousef T. N.; Neagu, Daniel; Cowling, Peter I. | |||||||||
| Prediction of the effect of formulation on the toxicity of chemicals | 2017 | Toxicology Research | 6 | 42 - 53 | Mistry, Pritesh; Neagu, Daniel; Sanchez-Ruiz, A.; Trundle, Paul R.; Vessey, J.D.; Gosling, J.P. | ||||||
| Exploring the potential for secondary uses of Dementia Care Mapping (DCM) data for improving the quality of dementia care | 2019 | Khalid, Shehla; Surr, Claire A.; Neagu, Daniel; Small, Neil A. | |||||||||
| Analogy-based software effort estimation using Fuzzy numbers | 2011 | Journal Of Systems And Software | 84 | 270 - 284 | Azzeh M.;Neagu D.;Cowling P. | 0164-1212 | 10.1016/j.jss.2010.09.028 | ||||
| Assessing information quality of e-learning systems: A web mining approach | 2011 | Computers in Human Behavior | 27 | 862 - 873 | Alkhattabi M.;Neagu D.;Cullen A. | 0747-5632 | 10.1016/j.chb.2010.11.011 | ||||
| Using random forest and decision tree models for a new vehicle prediction approach in computational toxicology | 2016 | Soft Computing | 20 | 2967 - 2979 | Mistry P.;Neagu D.;Trundle P.;Vessey J. | 1432-7643 | 10.1007/s00500-015-1925-9 | ||||
| A vulnerability evaluation framework for online social network profiles: Axioms and propositions | 2012 | International Journal of Internet Technology and Secured Transactions | 4 | 178 - 206 | Alim S.;Neagu D.;Ridley M. | 1748-569X | 10.1504/IJITST.2012.047961 | ||||
| Fuzzy grey relational analysis for software effort estimation | 2010 | Empirical Software Engineering | 15 | 60 - 90 | Azzeh M.;Neagu D.;Cowling P. | 1382-3256 | 10.1007/s10664-009-9113-0 | ||||
| Information quality framework for e-learning systems | 2010 | Knowledge Management and E-Learning | 2 | 340 - 362 | Alkhattabi M.;Neagu D.;Cullen A. | 2073-7904 | |||||
| Online social network profile data extraction for vulnerability analysis | 2011 | International Journal of Internet Technology and Secured Transactions | 3 | 194 - 209 | Alim S.;Abdulrahman R.;Neagu D.;Ridley M. | 1748-569X | 10.1504/IJITST.2011.039778 | ||||
| Validation of counter propagation neural network models for predictive toxicology according to the OECD principles: A case study | 2006 | SAR and QSAR in Environmental Research | 17 | 265 - 284 | Vračko M.;Bandelj V.;Barbieri P.;Benfenati E.;Chaudhry Q.;Cronin M.;Devillers J.;Gallegos A.;Gini G.;Gramatica P.;Helma C.;Mazzatorta P.;Neagu D.;Netzeva T.;Pavan M.;Patlewicz G.;Randić M.;Tsakovska I.;Worth A. | 1062-936X | 10.1080/10659360600787650 | ||||
| Reliability challenges for automotive aftertreatment systems: a state-of-the-art perspective | 2018 | Soleimani, Morteza; Campean, I. Felician; Neagu, Daniel | |||||||||
| Ranking strategies to support toxicity prediction: a case study on potential lxr binders | 2019 | Palczewska, Anna Maria; Kovarich, S.; Ciacci, A.; Fioravanzo, E.; Bassan, A.; Neagu, Daniel | |||||||||
| Data quality challenges in the UK social housing sector | 2018 | Duvier, Caroline; Neagu, Daniel; Oltean-Dumbrava, Crina; Dickens, D. | |||||||||
| A study proposing a data model for a dementia care mapping (DCM) data warehouse for potential secondary uses of dementia care data | 2019 | International Journal of Healthcare Information Systems and Informatics | 14 | 61 - 79 | Khalid S.;Small N.;Neagu D.;Surr C. | 1555-3396 | 10.4018/IJHISI.2019010105 | ||||
| Proximity Curves for Potential-Based Clustering | 2019 | Journal of Classification | Csenki A.;Neagu D.;Torgunov D.;Micic N. | 0176-4268 | 10.1007/s00357-019-09348-y |
Reviews
| Title | Year | Publication name | Journal | Volume | Pages | Authors | Editors | ISSN | Publisher | DOI | Location |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Data quality challenges in the UK social housing sector | 2018 | International Journal of Information Management | 38 | 196 - 200 | Duvier C.;Neagu D.;Oltean-Dumbrava C.;Dickens D. | 0268-4012 | 10.1016/j.ijinfomgt.2017.09.008 |