• 1684 Citations
  • 20 h-Index
19942019

Research output per year

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Research Output

2019

A fuzzy linear programming model for aggregated production planning (APP) in the automotive industry

Djordjevic, I., Petrovic, D. & Stojic, G., Sep 2019, In : Computers in Industry. 110, p. 48-63 16 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)
Open Access
File
30 Downloads (Pure)
2018

A new fuzzy linear programming model for aggregate production planning for a supplier in the automotive industry

Djordjevic, I. & Petrovic, D., 7 Jul 2018, p. 99. 1 p.

Research output: Contribution to conferenceAbstract

An ontology supported risk assessment approach for the intelligent configuration of supply networks

Palmer, C., Urwin, E. N., Niknejad, A., Petrovic, D., Popplewell, K. & Young, R. I. M., Jun 2018, In : Journal of Intelligent Manufacturing. 29, 5, p. 1005 1030 p.

Research output: Contribution to journalArticle

Open Access
File
6 Citations (Scopus)
33 Downloads (Pure)

Autonomous Vehicle Simulation Model to Assess Potential Collisions to Reduce Severity of Impacts

Gilbert, A., Petrovic, D., Warwick, K. & Serghi, V., 16 Mar 2018, 4th International Conference on Vehicle Technology and Intelligent Transport Systems. Helfert, M. & Gusikhin, O. (eds.). SciTePress, p. 243-250 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding

Model-to-Decision Approach for Autonomous Vehicle Convoy Collision Ethics

Pickering, J., Ashman, P., Gillbert, A., Petrovic, D., Warwick, K. & Burnham, K., 5 Sep 2018, 2018 UKACC 12th International Conference on Control (CONTROL). IEEE, p. 301-308 8 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

2 Citations (Scopus)
2017

Analysis of impact of uncertainty in global production networks’ parameters

Petrovic, D. & Niknejad, A., Sep 2017, In : Computers & Industrial Engineering. 111, p. 228-238 11 p.

Research output: Contribution to journalArticle

Open Access
File
3 Citations (Scopus)
19 Downloads (Pure)

Fuzzy scenario based optimisation of suppliers risk management

Petrovic, D., Luo, J., Demirel, G. & MacCarthy, B., 2017, p. 145.

Research output: Contribution to conferenceAbstract

Interval Valued Data Enhanced Fuzzy Cognitive Map: Towards an Approach for Autism Deduction in Toddlers

Al Farsi, A., Doctor, F., Petrovic, D., Chandran, S. & Karyotis, C., 2017, 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). Naples, Italy: IEEE, 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding

Open Access
File
2 Citations (Scopus)
8 Downloads (Pure)

New mechanisms for reasoning and impacts accumulation for Rule Based Fuzzy Cognitive Maps

Zdanowicz, P. & Petrovic, D., 22 Mar 2017, In : IEEE Transactions on Fuzzy Systems. 26, 2, p. 543-555 13 p.

Research output: Contribution to journalArticle

Open Access
File
8 Citations (Scopus)
45 Downloads (Pure)
2016
Open Access
File
19 Citations (Scopus)
8 Downloads (Pure)

A New Framework for Strategic Risk Analysis in a Global Pump Manufacturing Network

Niknejad, A., Petrovic, D., Popplewell, K., Jäkel, F. W. & Pajkovska-Goceva, S., 2016, Enterprise Interoperability VII. Mertins, K., Jardim-Gonçalves, R., Popplewell, K. & Mendonça, J. P. (eds.). Springer Verlag, Vol. 8. p. 13-24 12 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Fuzzy multi-objective supplier selection considering risk and a strategic plan,

Kalata, M. & Petrovic, D., 2016, p. 281. 1 p.

Research output: Contribution to conferenceAbstract

Integration of risk and interoperability into integrated management systems

Jaekel, F-W., Gering, P., Wintrich, N., Petrovic, D. & Niknejad, A., Sep 2016, Enterprise Interoperability in the Digitized and Networked Factory of the Future. Zelm, M., Doumeingts, G. & Mendonça, J. P. (eds.). 1 ed. ISTE , p. 92-98 7 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Multi-objective optimization of total cost, risk and business fulfillment of a real-world supply network

Petrovic, D. & Kalata, M., 2016, Joining P&OM forces worldwide : present and future of operations management : proceedings. Havana, Cuba: 5th World Production and Operations Management Conference, P&OM

Research output: Chapter in Book/Report/Conference proceedingConference proceeding

Seamless interrelation between business strategies and tactical planning

jaekel, F-W., Schlosser, S., Otto, B., Petrovic, D. & Niknejad, A., 2016, Enterprise Interoperability VII: Enterprise Interoperability in the Digitized and Networked Factory of the Future. Mertins, K., Jardim-Gonçalves, R., Popplewell, K. & Mendonça, J. P. (eds.). Springer Verlag, Vol. 8. p. 321-333 3 p. (Proceedings of the I-ESA Conferences).

Research output: Chapter in Book/Report/Conference proceedingChapter

Software Supported Risk Management for the Global Production Networks Configuration

Niknejad, A., Popplewell, K. & Petrovic, D., Sep 2016, Enterprise Interoperability in the Digitized and Networked Factory of the Future. Zelm, M., Doumeingts, G. & Mendonça, J. P. (eds.). ISTE , p. 99-105 7 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

2015

Risk Management Process Model for Dynamic Global Production Networks

Niknejad, A., Petrovic, D. & Popplewell, K., 2015.

Research output: Contribution to conferenceAbstract

2014

Optimization of Integrated Reverse Logistics Networks with Different Product Recovery Routes

Niknejad, A. & Petrovic, D., 1 Oct 2014, In : European Journal of Operational Research. 238, 1, p. 143-154

Research output: Contribution to journalArticle

Open Access
File
69 Citations (Scopus)
54 Downloads (Pure)

Water leakage forecasting: The application of a modified fuzzy evolving algorithm

Birek, L., Petrovic, D. & Boylan, J., Jan 2014, In : Applied Soft Computing Journal. 14, PART B, p. 305-315

Research output: Contribution to journalArticle

File
8 Citations (Scopus)
24 Downloads (Pure)
2013

Introduction to Computational Intelligence Techniques and Areas of Their Applications in Medicine

Niknejad, A. & Petrovic, D., Nov 2013, Medical Applications of Artificial Intelligence. Agah, A. (ed.). CRC Press, p. 51-70

Research output: Chapter in Book/Report/Conference proceedingChapter

Operating heavy duty vehicles under extreme heat conditions: A fuzzy approach for smart gear-shifting strategy

Skalistis, S., Petrovi„c, D. & Shaikh, S. A., Oct 2013, IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC. IEEE, p. 961-966

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
2012

A fuzzy logic based system for risk analysis and evaluation within enterprise collaborations

Wulan, M. & Petrovic, D., Sep 2012, In : Computers in Industry. 63, 8, p. 739-748

Research output: Contribution to journalArticle

Open Access
19 Citations (Scopus)
2011

A fuzzy logic based approach to leakage forecasting in water industry

Birek, L., Petrovic, D. & Boylan, J., 2011.

Research output: Contribution to conferencePaper

A Genetic-Fuzzy Framework for Optimization of Reverse Logistics Networks with Multiple Recovery Routes

Niknejad, A. & Petrovic, D., 2011, Proceedings of the 53rd Conference of the Operational Research Society 2011. Operational Research Society, p. 53-38

Research output: Chapter in Book/Report/Conference proceedingChapter

Fuzzy Logic-Based Production Scheduling and Rescheduling in the Presence of Uncertainty

Petrovic, S., Petrovic, D. & Burke, E., 2011, Planning Production and Inventories in the Extended Enterprise. Kempf, K. G., Keskinocak, P. & Uzso, R. (eds.). Springer Verlag, Vol. A State-of-the-Art Handbook, Volume 2. p. 531-562

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
4 Citations (Scopus)

Multi-objective genetic algorithms for scheduling of radiotherapy treatments for categorised cancer patients

Petrovic, D., Morshed, M. & Petrovic, S., Jun 2011, In : Expert Systems with Applications. 38, 6, p. 6994–7002

Research output: Contribution to journalArticle

Open Access
File
30 Citations (Scopus)
104 Downloads (Pure)
2009

Fuzzy logic based algorithms for maximum covering location problems

Batanović, V., Petrovic, D. & Petrovic, R., Jan 2009, In : Information Sciences. 179, 1-2, p. 120–129

Research output: Contribution to journalArticle

Open Access
File
41 Citations (Scopus)
212 Downloads (Pure)

Genetic Algorithm Based Scheduling of Radiotherapy Treatments for Cancer Patients

Petrovic, D., Morshed, M. & Petrovic, S., 2009, In : Lecture Notes in Computer Science. 5651, 2009, p. 101-105

Research output: Contribution to journalArticle

Open Access
12 Citations (Scopus)
2008

An approach to predictive-reactive scheduling of parallel machines subject to disruptions

Duenas, A. & Petrovic, D., Mar 2008, In : Annals of Operations Research. 159, 1, p. 65-82

Research output: Contribution to journalArticle

Open Access
22 Citations (Scopus)

Continuous review inventory control in the presence of fuzzy costs

Tütüncü, G. Y., Aköz, O., Apaydin, A. & Petrovic, D., Jun 2008, In : International Journal of Production Economics. 113, 2, p. 775-784

Research output: Contribution to journalArticle

Open Access
24 Citations (Scopus)

Coordinated control of distribution supply chains in the presence of fuzzy customer demand

Petrovic, D., Xie, Y., Burnham, K. & Petrovic, R., Feb 2008, In : European Journal of Operational Research. 185, 1, p. 146-158

Research output: Contribution to journalArticle

Open Access
File
50 Citations (Scopus)
16 Downloads (Pure)

Fuzzy job shop scheduling with lot-sizing

Petrovic, S., Fayad, C., Petrovic, D., Burke, E. & Kendall, G., Mar 2008, In : Annals of Operations Research. 159, 1, p. 275-292

Research output: Contribution to journalArticle

Open Access
47 Citations (Scopus)

Multi-objective genetic algorithm for single machine scheduling problem under fuzziness

Duenas, A. & Petrovic, D., 2008, In : Fuzzy Optimization and Decision Making. 7, 1, p. 87-104

Research output: Contribution to journalArticle

Open Access
File
20 Citations (Scopus)
78 Downloads (Pure)

Sensitivity analysis of a fuzzy multiobjective scheduling problem

Petrovic, S., Fayad, C. & Petrovic, D., Apr 2008, In : International Journal of Production Research. 46, 12, p. 3327-3344

Research output: Contribution to journalArticle

Open Access
20 Citations (Scopus)
2007

A fuzzy goal programming method with imprecise goal hierarchy

Aköz, O. & Petrovic, D., Sep 2007, In : European Journal of Operational Research. 181, 3, p. 1427–1433

Research output: Contribution to journalArticle

53 Citations (Scopus)

A simulation of a radiotherapy treatment system: A case study of a local cancer centre

Kapamara, T., Sheibani, K., Petrovi„c, D., Haas, O. & Reeves, C., 2007, Proceedings of Orp3. Guimares: Portugal: EURO, p. 29-35 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding

Open Access
File
308 Downloads (Pure)

Decision support tool for multi-objective job shop scheduling problems with linguistically quantified decision functions

Petrovic, D., Duenas, A. & Petrovic, S., Aug 2007, In : Decision Support Systems. 43, 4, p. 1527–1538

Research output: Contribution to journalArticle

Open Access
28 Citations (Scopus)
2006

A fuzzy logic based production scheduling/rescheduling in the presence of uncertain disruptions

Petrovic, D. & Duenas, A., Aug 2006, In : Fuzzy Sets and Systems. 157, 16, p. 2273–2285

Research output: Contribution to journalArticle

Open Access
73 Citations (Scopus)

A heuristic procedure for the two-level control of serial supply chains under fuzzy customer demand

Xie, Y., Petrovic, D. & Burnham, K., Jul 2006, In : International Journal of Production Economics. 102, 1, p. 37-50

Research output: Contribution to journalArticle

Open Access
67 Citations (Scopus)

A review of scheduling problems in radiotherapy

Kapamara, T., Sheibani, K., Haas, O. C. L., Reeves, C. R. & Petrovic, D., 2006, Proceedings of the Eighteenth International Conference on Systems Engineering (ICSE2006). Burnham, K. J. & Haas, O. C. L. (eds.). Coventry: Coventry University, Vol. 1. p. 201-207 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding

File
158 Downloads (Pure)

Fuzzy decision support system for demand forecasting with a learning mechanism

Petrovic, D., Xie, Y. & Burnham, K., Mar 2006, In : Fuzzy Sets and Systems. 157, 12, p. 1713-1725

Research output: Contribution to journalArticle

Open Access
39 Citations (Scopus)
Open Access
2005

Analysis of Performance of Fuzzy Logic-Based Production Scheduling by Simulation

Duenas, A., Petrovic, D. & Petrovic, S., 2005, In : Lecture Notes in Computer Science. 3789, 2005, p. 234-243

Research output: Contribution to journalArticle

Open Access
4 Citations (Scopus)
2004

A new multi-objective genetic algorithm for job shop scheduling with limited resources

Gorczyca, M., Duenas, A. & Petrovic, D., 2004, Proceedings of the 15th International Conference on Systems Science. Bubniki, Z. & Grzech, A. (eds.). Vol. 2. p. 201-211 11 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding

2 Citations (Scopus)

Predicting Clinical Outcomes for Newborns Using Two Artificial Intelligence Approaches

Frize, M., Ibrahim, D., Seker, H., Walker, R. C., Odetayo, M. O., Petrovic, D. & Naguib, R. N. G., 2004, Engineering in Medicine and Biology Society, 2004. IEMBS '04. 26th Annual International Conference of the IEEE. IEEE, Vol. 2. p. 3202 - 3205

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
10 Citations (Scopus)
2003

A fuzzy logic based-method for prognostic decision making in breast and prostate cancers

Seker, H., Odetayo, M. O., Petrovic, D. & Naguib, R. N. G., Jun 2003, In : Information Technology in Biomedicine, IEEE Transactions on. 7, 2

Research output: Contribution to journalArticle

Open Access
76 Citations (Scopus)

An intelligent hybrid neuro-fuzzy rule-based system for prognostic decision making in prostate cancer patients

Seker, H., Odetayo, M. O., Petrovic, D. & Naguib, R. N. G., 2003, Information Technology Applications in Biomedicine, 2003. 4th International IEEE EMBS Special Topic Conference on. IEEE, p. 230-233

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
5 Citations (Scopus)

Neuro-Fuzzy Rule-Based Intelligent Survival Analysis of Breast Cancer Patients Using Histological and Image Cytometric Prognostic Factors

Seker, H., Odetayo, M. O., petrovic, D. & Naguib, R. N. G., 2003, Unknown Host Publication. American Association for Cancer Research

Research output: Chapter in Book/Report/Conference proceedingConference proceeding