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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
Photo of Professor Ciprian Daniel Neagu

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 AI Research (AIRE) Group Leader, academic liaison for Turing University Network, Academic Coordinator for Exchange Studies in Computer Science and Artificial Intelligence, active speaker on 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:

  • English
  • Romanian

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)

  • Co-Chair: Co-Chair: The International Workshop on Engineering Data- & Model-driven Applications, joined with 10th IEEE International Conference on Cyber, Physical and Social Computing EDMA
  • Co-Chair: Co-Chair: The 18th International Conference on Membrane Computing CMC18
  • General Chair: General Chair: the 14th UK Workshop on Computational Intelligence: UKCI
  • Symposium attendee: Data and Models Governance, UK Symposium on Knowledge Discovery and Data Mining UK KDD, London
  • tbc: Privacy and Vulnerability in Online Social Networks, BCS CAS Inventing the Future
  • tbc: IET Prestige Series
  • Attendee/Meeting Member: Neural Networks and Fuzzy Logic Models for Predictive Toxicology, ECB Meeting on the Validation of neural network models according to the OECD principles, European Chemicals Bureau, Commission Joint Research Centre Ispra, Italy
  • Research: Data Mining for Toxicity, BioActive Sciences Group of The Society of Chemical Industry (UK) meeting on In Silico Design of Bioactive Compounds, Belgrave Square, London
  • Seminar Presenter: Invited Departmental Seminar: Knowledge Representation in Hybrid Intelligent Systems, Oxford University Computing Laboratory
  • Lecturer: NATO Lecturer: An Artificial Intelligence-based approach to predict hazardous waste toxicity, Advanced Study Institute on "Improving the Quality of Site Characterisation-Field Analytics/Dynamic Workplans: The Key to Rapid & Cost Effective Hazardous Waste Site Investigation", NATO Scientific and Environmental Affairs Division (Code SA EST.ASI.979474), Galati, Romania
  • Workshop Leader: Intelligent modelling algorithms for general evaluation of toxicities, Int'l Workshop on the Use of Computer Models as Alternatives to Animal Experiments in Chemical Risk Assessment ECVAM, Prague, Czech Republic
  • Research: A hybrid intelligent system applied in toxicity data mining, Stockholm Bioinformatics Center
  • Programme Chair: Deputy Technical Programme Chair, SGAI International Conference on Artificial Intelligence, Cambridge, England
  • Conference Attendee: Int'l Conf on Machine Learning and Applications ICMLA 2003, 2005, 2010, 2011, 2015
  • Workshop Attendee: UK Workshop on Computational Intelligence UKCI
  • Conference Attendee: Int'l Conf of Advanced Data Mining and Applications ADMA
  • Conference Attendee: The 15th East-European Conference on Advances in Databases and Information Systems ADBIS
  • Conference Attendee: Int'l Conf on Knowledge-Based Intelligent Information & Engineering Systems: KES
  • Conference Attendee: IEEE Int'l Conf on Tools with Artificial Intelligence ICTAI
  • Conference Attendee: 22 British National Conf on Databases, Workshop on Data Mining BNCOD
  • Conference Attendee: Special Track Integrated Intelligent Systems, FLAIRS Int'l Conf
  • Fellow: Fellow of Higher Education Academy - HEA
  • Invited Speaker: The Institution of Engineering and Technology (IET) invited talk: Algorithms for Social Engineering in Online Social Network (with Sophia ALim, Ruqayya Abdulrahman and Mick Ridley)
  • Invited Speaker: The Institution of Engineering and Technology (IET) invited talk: Information Quality in e-learning (with Mona AlKhattabi and Dr. Andrea Cullen)
  • Invited Evaluator: Invited project evaluator for EPSRC, The Leverhulme Trust, European Commission Innovative Medicines Initiative and Beilstein Institute (Germany)
  • Evaluator: Project Evaluator for MRC
  • Refereeing: Referee for Royal Society
  • External Expert Reviewer: External expert reviewer for Higher Education Academy (ICT Development Funds)
  • PhD External Examiner: PhD External Examiner, University of Ulster
  • PhD External Examiner: PhD External Examiner, University of Sunderland
  • Mphil External Examiner: MPhil external examiner, University of Huddersfield
  • PhD External Examiner: PhD internal examiner, University of Bradford (EIMC)
  • PhD External Examiner: PhD internal examiner, University of Bradford (Computing)
  • Invited Reviewer: Invited reviewer, American Chemical Society (ACS)

Education

  • University of Galati - PhD
  • Technical University of Iasi - MEng
  • University of Galati - BSc (Hons)

  • Best Student Paper award with PhD student Yousef Alqasrawi a in the year 01-JAN-09 (specified as 01/01/2009)
  • Journal special issue editor for Springer Soft Computing in the year 01-JAN-12 (specified as 01/01/2012)
  • IEEE Technical Expert in the year 01-JAN-10 (specified as 01/01/2010)

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

Professor Ciprian Daniel Neagu has 7 publication(s) listed under book chapter.
Title Year Publication name Journal Volume Pages Authors Editors ISSN Publisher DOI Location
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
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
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
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
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
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

Conference Publication

Professor Ciprian Daniel Neagu has 84 publication(s) listed under conference publication.
Title Year Publication name Journal Volume Pages Authors Editors ISSN Publisher DOI Location
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
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
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
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
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
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.
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
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
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.
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
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
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
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
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
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
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
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
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
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
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 Computational complexity analysis of decision tree algorithms Computational complexity analysis of decision tree algorithms Sani, Habiba M.; Lei, Ci; Neagu, Daniel
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
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
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.
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
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
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
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
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
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 Integration strategies for toxicity data from an empirical perspective Integration strategies for toxicity data from an empirical perspective Yang, L.; Neagu, Daniel
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
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.
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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 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
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
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
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
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
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
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 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
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 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.
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
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
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
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
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
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
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
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
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

Editorial

Professor Ciprian Daniel Neagu has 7 publication(s) listed under editorial.
Title Year Publication name Journal Volume Pages Authors Editors ISSN Publisher DOI Location
Preface 2020 Issues in Toxicology 2020-January VII - XII Neagu D.;Richarz A. 1757-7179 10.1039/9781782623656-FP007
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
Special issue on innovative techniques and applications of artificial intelligence guest editorial 2017 Expert Systems 34 Neagu D. 0266-4720 10.1111/exsy.12234
Message from the Program Chairs 2016 xxviii Li S.;Dai Y.;Neagu D.;Ming D. 9781509025350 10.1109/ICISCE.2016.6
Special issue on computational intelligence algorithms and applications 2016 Soft Computing 20 2921 - 2922 Neagu D. 1432-7643 10.1007/s00500-016-2261-4
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
Special issue on innovative techniques and applications of artificial intelligence 2014 Expert Systems 31 409 - 410 Neagu D. 0266-4720 10.1111/exsy.12048

Peer Reviewed Journal

Professor Ciprian Daniel Neagu has 25 publication(s) listed under peer reviewed journal.
Title Year Publication name Journal Volume Pages Authors Editors ISSN Publisher DOI Location
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.
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
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
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
Data quality challenges in the UK social housing sector 2018 Duvier, Caroline; Neagu, Daniel; Oltean-Dumbrava, Crina; Dickens, D.
Reliability challenges for automotive aftertreatment systems: a state-of-the-art perspective 2018 Soleimani, Morteza; Campean, I. Felician; Neagu, Daniel
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
Special issue on computational intelligence algorithms and applications 2016 Neagu, Daniel
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.
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.
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.
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.
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
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
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
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
Information quality framework for e-learning systems 2010 Knowledge Management and E-Learning 2 340 - 362 Alkhattabi M.;Neagu D.;Cullen A. 2073-7904
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
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
Fuzzy kNNModel Applied to Predictive Toxicology Data Mining 2005 Guo, G.; Neagu, Daniel
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.
The importance of scaling in data mining for toxicity prediction. 2002 Mazzatorta, P.; Benfenati, E.; Neagu, Daniel; Gini, G.

Reviews

Professor Ciprian Daniel Neagu has 1 publication(s) listed under 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