• 1700 Citations
  • 20 h-Index
19942019

Research output per year

If you made any changes in Pure these will be visible here soon.

Research Output

1994

Fuzzy knowledge-based approach to treating uncertainty in inventory control

Petrovic, D. & Sweeney, E., Aug 1994, In : Computer Integrated Manufacturing Systems. 7, 3, p. 147-152 6 p.

Research output: Contribution to journalArticle

27 Citations (Scopus)

Testing and Validation of an Expert System for Advising on Spares for Maintenance Purposes

Petrovic, R. & Petrovic, D., 1994, In : Yugoslav Journal of Operations Research. 4, 2, p. 223-232

Research output: Contribution to journalArticle

1996

A FUZZY MODEL FOR INVENTORY ALLOCATION IN A SERIAL PRODUCTION/INVENTORY SYSTEM

Petrovic, D., Roy, R. & Petrovic, R., 1996, In : Yugoslav Journal of Operations Research. 6, 2

Research output: Contribution to journalArticle

EOQ formula when inventory cost is fuzzy

Vujošević, M., Petrovic, D. & Petrović, R., 1 Aug 1996, In : International Journal of Production Economics. 45, 1-3, p. 499-504 6 p.

Research output: Contribution to journalArticle

131 Citations (Scopus)

Fuzzy models for the newsboy problem

Petrovic, D., Petrović, R. & Vujošević, M., 1 Aug 1996, In : International Journal of Production Economics. 45, 1-3, p. 435-441 7 p.

Research output: Contribution to journalArticle

121 Citations (Scopus)
1998

Modelling and simulation of a supply chain in an uncertain environment

Petrovic, D., Roy, R. & Petrovic, R., 1 Sep 1998, In : European Journal of Operational Research. 109, 2, p. 299-309 11 p.

Research output: Contribution to journalArticle

234 Citations (Scopus)
1999

Supply chain modelling using fuzzy sets

Petrovic, D., Roy, R. & Petrovic, R., Mar 1999, In : International Journal of Production Economics. 59, 1, p. 443-453 11 p.

Research output: Contribution to journalArticle

237 Citations (Scopus)
2001

Multicriteria ranking of inventory replenishment policies in the presence of uncertainty in customer demand

Petrovic, R. & Petrovic, D., 6 May 2001, In : International Journal of Production Economics. 71, 1-3, p. 439-446 8 p.

Research output: Contribution to journalArticle

33 Citations (Scopus)

Simulation of supply chain behaviour and performance in an uncertain environment

Petrovic, D., 6 May 2001, In : International Journal of Production Economics. 71, 1-3, p. 429-438 10 p.

Research output: Contribution to journalArticle

133 Citations (Scopus)
2002

A hybrid system for nodal involvement assessment in breast cancer patients

Seker, H., Odetayo, M. O., Petrovic, D. & Naguib, R. N. G., 2002, Engineering in Medicine and Biology, 2002. 24th Annual Conference and the Annual Fall Meeting of the Biomedical Engineering Society EMBS/BMES Conference, 2002. Proceedings of the Second Joint. IEEE, Vol. 2. p. 1049-1050

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
2 Citations (Scopus)

An artificial neural network based feature evaluation index for the assessment of clinical factors in breast cancer survival analysis

Seker, H., Odetayo, M. O., Petrovic, D. & Naguib, R. N. G., 2002, Electrical and Computer Engineering, 2002. IEEE CCECE 2002. Canadian Conference on. IEEE, Vol. 2. p. 1211-1215

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
2 Citations (Scopus)

Prognostic value of histology and lymph node status in bilharziasis-bladder cancer: Outcome prediction using neural networks

Ji, W., Naguib, R. N. G., Petrovic, D., Gaura, E. & Ghoneim, M. A., 7 Nov 2002, Proceedings of the 23rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2001. IEEE, p. 3870-3873 4 p.

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

Soft feature evaluation indices for the identification of significant image cytometric factors in assessment of nodal involvement in breast cancer patients

Seker, H., Odetayo, M. O., petrovic, D. & Naguib, R. N. G., 2002, Fuzzy Systems, 2002. FUZZ-IEEE'02. Proceedings of the 2002 IEEE International Conference on. IEEE, Vol. 2. p. 1592-1595

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
1 Citation (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

Prognostic prediction of bilharziasis-related bladder cancer by neuro-fuzzy classifier

Ji, W., Naguib, R. N. G., MacAll, J., Petrovic, D., Gaura, E. & Ghoneim, M., 18 Aug 2003, 4th International IEEE EMBS Special Topic Conference on Information Technology Applications in Biomedicine, 2003. IEEE, p. 181-183 3 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

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)
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)
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
185 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
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

54 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
325 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)
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)
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)
234 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
13 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
31 Citations (Scopus)
115 Downloads (Pure)
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
20 Citations (Scopus)
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
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
72 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)
2015

Risk Management Process Model for Dynamic Global Production Networks

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

Research output: Contribution to conferenceAbstract

2016
Open Access
File
19 Citations (Scopus)
9 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