• 1621 Citations
  • 20 h-Index
19942019
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Research Output 1994 2019

1994
26 Citations (Scopus)

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

Inventory control
Inventory Control
Knowledge-based
Fuzzy If-then Rules
Uncertainty

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

Spare parts
Expert system
Testing
Infinite horizon
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

Serials
Production-inventory system
Uncertainty
Modeling
Raw materials
130 Citations (Scopus)

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

Costs
Linguistics
Inventory cost
Uncertainty
Statistical Models
117 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

Costs
Fuzzy sets
Newsboy problem
Inventory cost
Uncertainty
1998
226 Citations (Scopus)

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

Supply Chain
Supply chains
Modeling and Simulation
supply
simulation
1999
229 Citations (Scopus)

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

Fuzzy sets
Supply chains
Supply chain
Supply chain modeling
Inventory control
2001
33 Citations (Scopus)

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

Linguistics
Fuzzy sets
Uncertainty
Inventory replenishment
Replenishment policy
129 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

Supply chains
Raw materials
Supply chain
Simulation
Fuzzy sets
2002
2 Citations (Scopus)

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
Hybrid systems
Neural networks
Knowledge based systems
Fuzzy rules
Fuzzy logic
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
Survival Analysis
Breast Neoplasms
S Phase
Breast Diseases
Logistic Models

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

Histology
Neural networks
Set theory
1 Citation (Scopus)

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
Fuzzy logic
Neural networks
Tumors
Backpropagation
Logistics
2003
75 Citations (Scopus)

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
Fuzzy Logic
Fuzzy logic
Prostatic Neoplasms
Decision Making
Decision making
5 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
Fuzzy neural networks
Knowledge based systems
Fuzzy rules
Backpropagation
Logistics

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

4 Citations (Scopus)

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

Classifiers
Oncology
Logistics
Decision making
Neural networks
2004
2 Citations (Scopus)

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

Genetic algorithms
Scheduling
Chromosomes
Job shop scheduling
10 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
Fuzzy Logic
Artificial Intelligence
Databases
Apgar Score
Infant Mortality
2005
4 Citations (Scopus)

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
Glazes
Production/scheduling
Fuzzy Logic
Fuzzy logic
Schedule
2006
71 Citations (Scopus)

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
Rescheduling
Glazes
Production/scheduling
Shortage
Fuzzy Logic
67 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
Level control
Supply chains
Inventory control
Supply chain
Heuristics
139 Downloads (Pure)

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
Modeling
Industry
Job shop problem
Waiting time
Job shop
38 Citations (Scopus)

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
Demand Forecasting
Fuzzy Decision
Time series analysis
Decision Support Systems
Decision support systems
Open Access
Supply chain
Decision making
Fuzzy logic
Costs
Allocation rules
2007
50 Citations (Scopus)

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

Fuzzy Goal Programming
Goal Programming
Decision making
Preemptive Priority
Additive Function
243 Downloads (Pure)

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
Radiotherapy
Neoplasms
Therapeutics
28 Citations (Scopus)

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
Linguistics
Appointments and Schedules
Fuzzy sets
Genetic algorithms
Job shop scheduling
2008
19 Citations (Scopus)

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
Disruption
Parallel machines
Schedule
Repair
Fuzzy sets
24 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
Inventory control
Costs
Fuzzy sets
Decision support systems
Cost functions
49 Citations (Scopus)
11 Downloads (Pure)

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
Coordinated Control
Supply Chain
Supply chains
Customers
Warehouses
45 Citations (Scopus)

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
Job shop scheduling
Lot sizing
Lot size
Fuzzy sets
Multi-objective genetic algorithm
17 Citations (Scopus)
76 Downloads (Pure)

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
Multi-objective Genetic Algorithm
Single Machine Scheduling
Due Dates
Fuzziness
Scheduling Problem
20 Citations (Scopus)

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
Sensitivity analysis
Scheduling
Processing
Resource allocation
Deterioration
2009
38 Citations (Scopus)
123 Downloads (Pure)

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
Covering Problem
Location Problem
Fuzzy Logic
Fuzzy logic
Vertex of a graph
10 Citations (Scopus)

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
Radiotherapy
Cancer
Genetic algorithms
Scheduling
Genetic Algorithm
2011

A fuzzy logic based approach to leakage forecasting in water industry

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

Research output: Contribution to conferencePaper

Fuzzy rules
Fuzzy logic
Fuzzy clustering
Water supply
Water

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

Logistics
Recovery
Inventory control
Network performance
Multiobjective optimization
Interrelationship
Suppliers
Supply network
Simulation
Strategic types
4 Citations (Scopus)

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
Production/scheduling
Uncertainty
Fuzzy logic
Rescheduling
Industry
25 Citations (Scopus)
98 Downloads (Pure)

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
Radiotherapy
Genetic algorithms
Scheduling
Multiobjective optimization
Availability
2012
19 Citations (Scopus)

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
Risk analysis
Fuzzy logic
Industry
Fuzzy sets
Automotive industry
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
Gears
Controllers
Logistics
Engines
Hot Temperature
2014
62 Citations (Scopus)
51 Downloads (Pure)

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
Reverse Logistics
Logistics
Recovery
Repair
Optimization
8 Citations (Scopus)
22 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
Water
Clustering algorithms
Fuzzy clustering
Membership functions
Industry
2015

Risk Management Process Model for Dynamic Global Production Networks

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

Research output: Contribution to conferenceAbstract

Risk management
Logistics
Availability
2016
17 Citations (Scopus)
8 Downloads (Pure)
Open Access
File
Risk management
Decision making
Global production networks
Input-output model
Strategic risk

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

Risk analysis
Pumps
Uncertainty

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

Suppliers
Strategic plan
Supplier selection
Optimization model
Authority