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Experience

January 2012–

Professor
Industrial Engineering Department, Boğaziçi University

July 2013–August 2014

Visiting Scholar
Economics Department, Boston College, MA, USA

Nov. 2005–Dec. 2011

Associate Professor
Industrial Engineering Department, Boğaziçi University

Feb. 2003–Nov. 2005

Assistant Professor
Industrial Engineering Department, Boğaziçi University

Sep. 2000–Feb 2003

Postdoctoral Research Fellow
Faculty of Management, McGill University

1998–Sep. 2000 

Instructor and Consultant
I.d.e.a. Training and Consultancy Inc., Turkey

1994 to 1998

Quality Engineer
Arçelik Inc., White Goods and Electronic Goods Manufacturer in Turkey

1993 to 1994

Research and Teaching Assistant
Department of Industrial Engineering, Boğaziçi University

 

Administrative Duties

·        Member of the Senate (Representative of the Faculty of Engineering) (2015–)

·        Member of the Faculty Board (2015–)

·        Vice Chair of the IE Department (2015–)

·        Chair of BUVAK Academic Commission (2012–)

·        Vice Chair of the IE Department (2012–2013)

·        Member of the Faculty Executive Board (2012–2013)

·        Member of BÜVAK Academic Commission (2009–2012)

·        ABET Coordinator of the IE Department (2003–2012)

Honors and Awards

·        IBM Open Collaboration Research Award, “Integrated Optimization of Container Terminals”, 2011.

·        Boğaziçi University Foundation Academic Encouragement Award 2004, 2005, 2006, 2007, 2008, 2009, 2010, 2011, 2012, 2013.

·        Best Paper Award, Computer Networks and Systems Track, 22nd International Symposium on Computer and Information Sciences (ISCIS) 2007 – IEEE Turkey Section

·        Excellence in Research Award, Boğaziçi University, 2007

·        Best Dissertation Award, Boğaziçi University, 1999

Publications

 

International Refereed Journal Articles

  1. Karabulut E., Aras N., Altınel İ.K. (2017) “Optimal Sensor Deployment to Increase the Security of the Maximal Breach Path in Border Surveillance”, European Journal of Operational Research, Vol. 259, No. 1, 19–36.
  2. Türkoğulları Y.B., Taşkın Z.C., Aras N., Altınel İ.K. (2016) “Optimal Berth Allocation, Time-variant Quay Crane Assignment and Scheduling with Crane Setups in Container Terminals”, European Journal of Operational Research, Vol. 254, No. 3, 985–1001.
  3. Aras N., Yurdakul A. (2016). A New Multi-objective Mathematical Model for the High-level Synthesis of Integrated Circuits”, Applied Mathematical Modelling, Vol. 40, No.3, 2274–2290
  4. Keskin E., Altınel İ.K., Aras N., Ersoy C. (2016). Wireless Sensor Network Design by Lifetime Maximization: An Empirical Evaluation of Integrating Major Design Issues and Sink Mobility, International Journal of Sensor Networks, Vol. 20, No. 3, 131–146.

5.    Aras N., Korugan A., Büyüközkan G., Şerifoğlu F.S., Erol İ., Velioğlu M.N. (2015). Locating Recycling Facilities for IT-based Electronic Waste in Turkey, Journal of Cleaner Production, Vol. 105, 324–336.

6.    Kocuk B., Altınel İ.K., Aras N. (2015). Approximating the Objective Function’s Gradient Using Perceptrons for Constrained Minimization with Application in Drag Reduction, Computers and Operations Research, Vol. 64, 139158.

  1. Keskin E., Altınel İ.K., Aras N. (2015). Combining Simulated Annealing with Lagrangean Relaxation and Weighted Dantzig-Wolfe Decomposition for Integrated Design Decisions in Wireless Sensor Networks, Computers and Operations Research, Vol. 59, 132–143.

8.    Keskin E., Altınel İ.K., Aras N., Ersoy C. (2014). Wireless Sensor Network Lifetime Maximization by Optimal Sensor Deployment, Activity Scheduling, Data Routing and Sink Mobility, Ad Hoc Networks, Vol. 17, 18–36. 

9.    Türkoğulları Y.B., Taşkın Z.C., Aras N., Altınel İ.K. (2014). Optimal Berth Allocation and Time-invariant Quay Crane Assignment in Container Terminals, European Journal of Operational Research, Vol. 235, No. 1, 88–101. 

10.  Aksen D., Akca S.Ş., Aras N. (2014). A Bilevel Partial Interdiction Problem with Capacitated Facilities and Demand Outsourcing, Computers and Operations Research, Vol. 41, No. 1, 346–358.

11.  Başdere M., Aras N., Afşar S., Altınel İ.K. (2013). A Leader-Follower Game for the Point Coverage Problem in Wireless Sensor Networks, European Journal of Industrial Engineering, Vol. 7, No. 5, 635–656.

12.  Aksen D., Aras N., Piyade N. (2013). A Bilevel p-Median Model for the Planning and Protection of Critical Facilities, Journal of Heuristics, Vol. 19, No. 2, 373–398.

13.  Boyacı B., Altınel İ.K., Aras N. (2013). Approximate Solution Methods for the Capacitated Multi-facility Weber Problem, IIE Transactions Vol. 43, No. 1, 97–120.

14.  Döyen A., Aras N., Barbarosoğlu G. (2012). A two-echelon Stochastic Facility Location Model for Humanitarian Relief Logistics, Optimization Letters, Vol. 6, No. 6, 1123–1145.

15.  Keçici S., Aras N., Verter V. (2012). Incorporating the Threat of Terrorist Attacks in the Design of Public Service Facility Networks, Optimization Letters, Vol. 6, No. 6, 1101–1121.

16.  Aksen D., Aras N. (2012). A Bilevel Fixed Charge Location Model for Facilities under Imminent Attack, Computers and Operations Research, Vol. 39, No. 7, 1364–1381.

17.  Güney E., Aras N., Altınel İ.K., Ersoy C. (2012). Efficient Solution Techniques for The Integrated Coverage, Sink Location and Routing Problem in Wireless Sensor Networks, Computers and Operations Research, Vol. 39, No. 7, 1530–1539.

18.  Küçükaydın H., Aras N., Altınel İ.K. (2012). A Leader-Follower Game in Competitive Facility Location, Computers and Operations Research, Vol. 39, No. 2, 437–448.

19.  Keskin M.E., Altınel İ.K., Aras N., Ersoy C. (2011). Lifetime Maximization in Wireless Sensor Networks Using a Mobile Sink with Nonzero Traveling Time, Computer Journal, Vol. 54, No. 12, 1987–1999.

20.  Altınel İ.K., Aras N., Özkısacık K.C. (2011). Variable Neighborhood Search Heuristics for the Probabilistic Multi-source Weber Problem, Journal of the Operational Research Society, Vol. 62, No. 10, 1813–1826.

21.  Küçükaydın H., Aras N., Altınel İ.K. (2011). Competitive Facility Location Problem with Attractiveness Adjustment of the Follower: A Bilevel Programming Model and its Solution, European Journal of Operational Research, Vol. 208, No. 3, 206–220.

22.  Aras N., Güllü R., Yürülmez S. (2011). Optimal Inventory and Pricing Policies for Remanufacturable Leased Products, International Journal of Production Economics, Vol 133, No. 1, 262–271.

23.  Aras N., Aksen D., Tekin M.T. (2011). Selective Multi-Depot Vehicle Routing Problem with Pricing, Transportation Research Part C: Emerging Technologies, Vol. 19, No. 5, 866–884.

24.  Küçükaydın H., Aras N., Altınel İ.K. (2011). A Discrete Competitive Facility Location Model with Variable Attractiveness, Journal of the Operational Research Society, Vol. 62, No. 9, 1726–1741.

25.  Türkoğulları Y.B., Aras N., Altınel İ.K., Ersoy C. (2010). A Column Generation Based Heuristic for Placement, Scheduling and Routing in Wireless Sensor Networks, European Journal of Operational Research, Vol. 207, No. 2, 1014–1026.

26.  Güney E., Altınel İ.K., Aras N., Ersoy C. (2010). Efficient Integer Programming Formulations for Optimum Sink Location and Routing in Heterogeneous Wireless Sensor Networks, Computer Networks, Vol. 54, No. 11, 1805–1822.

27.  Türkoğulları Y.B., Aras N, Altınel İ.K., Ersoy C. (2010). An Efficient Heuristic for Placement, Scheduling and Routing in Wireless Sensor Networks, Ad Hoc Networks, Vol. 8, No. 6, 654–667.

28.  Erol İ., Nurtanış-Velioğlu M., Sivrikaya-Şerifoğlu F., Büyüközkan G., Aras N., Demircan-Çakar N., Korugan A. (2010). Exploring Reverse Supply Chain Management Practices In Turkey, Supply Chain Management: An International Journal, Vol. 15, No. 1, 43–54.

29.  Aksen D., Piyade N., Aras N. (2010). The Budget Constrained r-Interdiction Median Problem with Capacity Expansion, Central European Journal of Operations Research, Vol. 18, No. 3, 269–291.

30.  Türkoğulları Y.B., Aras N., Altınel İ.K., Ersoy C. (2010). Optimal Placement, Scheduling, and Routing to Maximize Lifetime in Sensor Networks, Journal of the Operational Research Society, Vol. 61, No. 6, 1000-1012.

31.  Aksen D., Aras N., Karaarslan G. (2009). Design and Analysis of Government-Subsidized Collection Systems for Incentive-Dependent Returns, International Journal of Production Economics, Vol. 119, No. 2, 308–327.

32.  Altınel İ.K., Durmaz E., Aras N., Özkısacık K.C. (2009). A Location-Allocation Heuristic for the Capacitated Multi-facility Weber Problem with Probabilistic Customer Locations, European Journal of Operational Research, Vol. 198, 790–799.

33.  Durmaz E., Aras N., Altınel İ.K. (2009). Discrete Approximation Heuristics for the Capacitated Continuous Location-Allocation Problem with Probabilistic Customer Locations, Computers and Operations Research, Vol. 36, No. 7, 2139–2148.

34.  Özkısacık K.C., Altınel İ.K., Aras N., (2009). Solving Probabilistic Multi-facility Weber Problem by Vector Quantization, OR Spectrum, Vol. 31, No. 3, 533– 554.

35.  Altınel İ.K., Aras N., Güney E., Ersoy C. (2008). Binary Integer Programming Formulation and Heuristics for Differentiated Coverage in Heterogeneous Sensor Networks, Computer Networks, Vol. 52, No. 12, 2419–2431.

36.  Aras N., Aksen D., Tanuğur A.G. (2008). Locating Collection Centers For Incentive-Dependent Returns under a Pick-up Policy with Capacitated Vehicles, European Journal of Operational Research, Vol. 191, No. 3, 1223–1240.

37.  Aras N., Aksen D. (2008). Locating Collection Centers For Distance and Incentive Dependent Returns, International Journal of Production Economics, Vol. 111, No. 2, 316–333.

38.  Aras N., Orbay M, Altınel İ.K. (2008). Efficient Heuristics For the Rectilinear Distance Capacitated Multi-Facility Weber Problem, Journal of the Operational Research Society, Vol. 59, No. 1, 64–79.

39.  Aksen D., Özyurt Z., Aras N. (2007). The open vehicle routing problem with driver nodes and time deadlines, Journal of the Operational Research Society, Vol. 58, No. 9, 1223–1234.

40.  Aras N., Altınel İ.K., Orbay M. (2007). New Heuristic Methods for the Capacitated Multi-Facility Weber Problem, Naval Research Logistics, Vol. 54, No. 1, 21–32.

41.  Aras N., Verter V., Boyacı T. (2006). Coordination and Priority Decisions in Hybrid Manufacturing/Remanufacturing Systems, Production and Operations Management, Vol. 15, No. 4, 528–543.

42.  Aras N., Özkısacık K.C., Altınel İ.K. (2006). Solving the uncapacitated multi-facility Weber problem by vector quantization and self-organizing maps, Journal of the Operational Research Society, Vol. 57, No. 1, 82–93.

43.  Ray S., Boyacı T., Aras N. (2005). Optimal Prices and Trade-in Rebates for Durable, Remanufacturable Products, Manufacturing and Service Operations Management, Vol. 7, No. 3, 208–228.

44.  Aras N., Boyacı T., Verter V. (2004). The Effect of Categorizing Returned Products in Remanufacturing, IIE Transactions, Vol. 36, No.4, 319–331.

45.  Aras N., Altınel İ.K., Oommen J. (2003). A Kohonen-like Decomposition Method for the Euclidean Traveling Salesman Problem-KNIES_DECOMPOSE, IEEE Transactions on Neural Networks, Vol. 14, No. 4, 869–890.

46.  Altınel İ.K., Aras N., Oommen J. (2000). Fast, Efficient and Accurate Solutions to the Hamiltonian Path Problem Using Neural Approaches, Computers and Operations Research, Vol. 27, No. 5, 461–494.

47.  Aras N., Altınel İ.K., Oommen J. (1999). The Kohonen Network Incorporating Explicit Statistics and Its Apllication to the Traveling Salesman, Neural Networks, Vol. 12, No. 9, 1273–1284.

48.  Oommen J, Altınel İ.K., Aras N. (1998). Discrete Vector Quantization for Arbitrary Distance Function Estimation, IEEE Transactions on Systems, Man and Cybernetics – Part B: Cybernetics, Vol. 28, No. 4, 496–510.

49.  Altınel İ.K., Oommen J., Aras N. (1997). Vector Quantization for Arbitrary Distance Function Estimation, Informs Journal on Computing, Vol. 9, No. 4, 1–12.

50.  Alpaydın E., Altınel İ.K., Aras N. (1996). Parametric Distance Functions vs. Nonparameric Neural Networks for Estimating Road Travel Distances, European Journal of Operational Research, Vol. 93, No. 2, 230–243.

 

National Refereed Journal Articles

1.    Küçükaydın H., Aras N, Altınel İ.K. (2012). “Çiftdüzeyli Bir Rekabetçi Tesei Yerseçimi problem için Tabu Arama Sezgiseli”, Endüstri Mühendisliği Dergisi, Vol. 23, Sayı 1,28–39.

2.    Aras N., Büyüközkan G., Erol İ., Korugan A., Şerifoğlu F., Velioğlu M.N. (2006). “Ekonomi ile Ekolojiyi Buluşturmak: Tersine Tedarik Zinciri Yönetimi”, Önce Kalite, Sayı 104, 56–60.

3.    Altınel İ.K., Aras N. ve Oommen J., (2000). “Yapay Sinir Ağları ve Uzaklıkların Kestirimi”, Transactions on Operational Research, Vol. 12, 31-56.

4.    Altınel İ.K., Aras N., ve Oommen J., (1994). “Türkiye İçinde Karayolu Uzaklıklarının Yaklaşık Hesabı”, Transactions on Operational Research, Vol. 6, No. 2, 121–136.

 

Book Chapters

  1. Aras N., Küçükaydın H., (2017). “Bilevel Models on the Competitive Facility Location Problem”, in Spatial Interaction Models: Facility Location Using Game Theory, Lina Mallozzi, Egidio D'Amato, Panos M. Pardalos (Eds.), Springer. Volume 118 of the Series Springer Optimization and Its Applications, pp. 1-19.

2.    Aksen D., Aras N., (2013). “Matheuristic for Leader-Follower Games Involving Facility Location-Protection-Interdiction Decisions”, in Metaheuristics for Bi-level Optimization, Talbi E.-G. (Ed.), pp. 115151, Springer Series on Studies in Computational Intelligence 482, Springer-Verlag Berlin Heidelberg.

3.    Aras N., Boyacı T., Verter V., (2010). Designing the Reverse Logistics Network, in Closed Loop Supply Chains: New Developments to Improve the Sustainability of Business Practices, Ferguson M., Souza G. (Eds.), CRC Press.

4.    Aras N., Yumuşak S., and Altınel İ.K., (2007). “Solving The Capacitated Multi-Facility Weber Problem By Simulated Annealing, Threshold Accepting And Genetic Algorithms”, in Progress in Complex Systems Optimization Series: Operations Research/Computer Science Interfaces Series, Vol. 39, Doerner, K.F.; Gendreau, M.; Greistorfer, P.; Gutjahr, W.; Hartl, R.F.; Reimann, M. (Eds.), pp. 91112.

 

International Conferences with Refereed Proceedings

1.    Aras N., Türkoğulları Y., Taşkın Z.C., Altınel K. (2014). Simultaneous optimization of berth allocation, quay crane assignment and quay crane scheduling problems in container terminals, Operations Research Proceedings 2012: Selected Papers of the International Annual Conference of the German Operations Research Society (GOR), Leibniz University of Hannover, Germany, September 5–7, 2012, pp. 101–107, Springer.

2.    Yüzsever M., Aşıcı T.E., Aras N. (2012). A branch-and-price algorithm for split-coloring problem, Proceedings of CTW 2012, 11th Cologne-Twente Workshop on Graphs and Combinatorial Optimization, Universität der Bundeswehr München, Germany, pp. 249–253.

3.    Küçükaydın H, Aras N, Altınel İ.K., (2010). A hybrid tabu search heuristic for a bilevel competitive facility location model, Hybrid Metaheuristics, Lecture Notes in Computer Science LNCS 6373, Proc. of 7th International Workshop on Hybrid Metaheuristics HM2010, Vienna, Austria, pp. 31-45.

4.    Güney E., Altınel İ.K., Aras N., Ersoy C., (2010). A tabu search heuristic for point coverage, sink location and data routing in wireless sensor networks, Evolutionary Computation in Combinatorial Optimization, Lecture Notes in Computer Science LNCS 6022, Proc. of 10th European Conference on EvoCOP 2010, İstanbul, Turkey, pp. 83–94.

5.    Güney E., Altınel İ.K., Aras N., Ersoy C., (2009). A variable neighborhood search heuristic for point coverage, sink location and data routing in wireless sensor networks, Proc. of 2nd International Conference on Communication Theory, Reliability, and Quality of Service, 20-25 July 2009, France, pp. 81–86.

6.    Türkoğulları Y.B., Aras N., Altınel İ.K., and Ersoy C., (2008). An efficient heuristic for placement, scheduling and routing in wireless sensor networks, Proc. of 2008 ISCIS, 23nd International Symposium on Computer and Information Sciences, 27–29 Oct. 2008, pp. 1-6, İstanbul Technical University, İstanbul, Turkey, doi: 10.1109/ISCIS.2008.4717856.

7.    Güney E., Altınel İ. K., Aras N., Ersoy C., (2008). Efficient integer programming formulations for optimum sink location and routing in wireless sensor networks, Proc. of 2008 ISCIS, 23nd International Symposium on Computer and Information Sciences, 27-29 Oct. 2008, pp. 1–6, İstanbul Technical University, İstanbul, Turkey, doi:10.1109/ISCIS.2008.4717889.

8.    Aras N., Korugan A., Şerifoğlu F.S., Büyüközkan G., Erol İ, Velioğlu M.N., (2008). Network design for recycling IT-based electronic waste in Turkey, Proc. of the 15th International Working Seminar on Production Economics, 3–7 March, 2008, Innsbruck, Austria.

9.    Türkoğulları Y.B., Aras N., Altınel İ.K., and Ersoy C., (2007). Optimal placement and activity scheduling to maximize coverage lifetime in wireless sensor networks, Proc. of 2007 ISCIS, 22nd International Symposium on Computer and Information Sciences, 7–9 Nov. 2007, pp. 1-6, Middle East Technical University, Ankara, Turkey, doi: 10.1109/ISCIS.2007.4456874.

10.  Tanuğur A.G., Aksen D., Aras N., (2007). Design of a government-subsidized collection system for incentive-dependent returns, Proc. of the 2007 IEEE International Conference on Industrial Engineering and Engineering Management, 2-4 Dec. 2007, pp. 748–752.

11.  Velioğlu M.N., Büyüközkan G., Erol İ., Aras N., Şerifoğlu F.S., Korugan A., (2007).  Reverse supply chain management: the case of Turkey, Proc. of the International Logistics and Supply Chain Congress’ 2007, 8-9 Nov. 2007, İstanbul, Turkey, pp. 508–515.

12.  Özkısacık K.C., Altınel İ.K., Aras N., (2007). Solving probabilistic multi-facility Weber problem by vector quantization, Proceedings of the EURO Winter Institute on Location and Logistics, Estoril–Portugal, 27 January–10 February 2007, pp. 313–332.

13.  Altınel İ.K., Aras N., Güney E., Ersoy C., (2006). Effective coverage in sensor networs: binary integer programming formulations and heuristics, Proc. of 2006 IEEE International Conference on Communications, 11–15 June 2006, İstanbul, Turkey, pp. 4014–4019.

14.  Özkısacık K.C., Aras N., and Altınel İ.K., (2005). A variable neighborhood search algorithm for the probabilistic multi-facility Weber problem, Proc. of the 6th Metaheuristics International Conference, Vienna–Austria, August 2005, pp. 733–738.

15.  Aras N., Yumuşak S., and Altınel İ.K, (2005). New heuristic methods for the capacitated multi-facility Weber problem, Proc. of the 6th Metaheuristics International Conference, Vienna–Austria, August 2005, pp. 63–69.

16.  Aras N., Özkısacık K.C., and Altınel İ.K., (2004). Solving uncapacitated location-allocation problem by vector quantization and self-organizing maps, Proc. of the 13th Turkish Symphosium on Atificial Intelligence and Neural Networks, pp. 395–404.

17.  Aras N., Esenduran G. and Altınel İ.K., (2004). Product line selection and pricing with remanufacturing under availability constraints, Proc. Of SPIE, Environmentally Conscious Manufacturing IV, Philadelphia, USA, 244–255.

18.  Altınel İ.K., Aras N. and Oommen J., (2003). A self-organizing method for map reconstruction, Proc. 2003 IEEE International Workshop on Neural Networks for Signal Processing, Toulouse, France, 677-687.

19.  Oommen J., Altınel İ.K., Aras N., (2000). On statistically evaluating the quality of empirically computed Hamiltonian path problem solutions, Notes of the Workshop on Empirical Methods in Artificial Intelligence, pp. 33–46.

20.  Aras N., Altınel İ.K. and Oommen J., (2000). A Kohonen-like decomposition method for the traveling salesman problem: KNIES_DECOMPOSE, 14th European Conference on Artificial Intelligence ECAI 2000, pp. 261–265.

21.  Oommen J., Altınel İ.K., Aras N., (1999). Kohonen-like neural solutions to the Hamiltonian path problem, Proc. of AICS '99 The Irish Artificial Intelligence and Cognitive Science Conference, pp. 51–57.

22.  Oommen J., Aras N. and Altınel İ.K., (1998). Solving the traveling salesman problem using the Kohonen network incorporating explicit statistics, Proceedings of WIRN/VIETRI-98, the Tenth Italian Workshop on Neural Nets, Italy, pp. 273–282.

23.  Aras N., Altınel İ.K. and Oommen J., (1997). Arbitrary Distance Function Estimation Using Discrete Vector Quantization, Proceedings of 1997 International Conference on Neural Networks ICNN ’97, pp. 1272–1277.

24.  Aras N., Altınel İ.K., and Oommen J., (1997). A New Self-Organizing Approach to the Traveling Salesman Problem, Proceedings of the 12th International Symposium on Computer and Information Sciences ISCIS’97, pp. 385–392.

25.  Oommen J., Altınel İ.K., Aras N., (1995). Vector quantization for arbitrary distance function estimation, Proc. of the 1995 IEEE International Conference on Neural Networks, pp. 3062–3067.

26.  Altınel İ.K., Aras N., and Alpaydın E., (1994). Comparing Distance Functions and Neural Networks for Estimating Road Travel Distances, The 9th International Symposium on Computer and Information Sciences ISCIS’94, pp. 508–515.

 

Teaching

 

2017 Spring

IE 517 HEURISTIC METHODS IN OPTIMIZATION

IE 585 DISCRETE OPTIMIZATION MODELS IN LOCATION and ROUTING

FE 581 DATA MINING WITH APPLICATIONS IN FINANCE

 

2016 Spring

IE 517 HEURISTIC METHODS IN OPTIMIZATION

IE 490 SP. TOP. in IE: DATA MINING

FE 581 DATA MINING WITH APPLICATIONS IN FINANCE

 

 

2015 Fall

IE 305 OPERATIONS RESEARCH II

IE 585 DISCRETE OPTIMIZATION MODELS IN LOCATION and ROUTING

ETM 580 DATA MINING

 

2015 Spring

IE 517 HEURISTIC METHODS IN OPTIMIZATION

FE 581 DATA MINING WITH APPLICATIONS IN FINANCE

 

2014 Fall

IE 305 OPERATIONS RESEARCH II

ETM 580 DATA MINING

 

2013 Fall-2014 Spring

On sabbatical leave at the Economics Department of Boston College, Boston, MA

 

2013 Spring

IE 517 HEURISTIC METHODS IN OPTIMIZATION

FE 581 DATA MINING WITH APPLICATIONS IN FINANCE

 

2012 Fall

IE 202 OPERATIONS RESEARCH I: LINEAR MODELS

IE 305 OPERATIONS RESEARCH II

ETM 580 DATA MINING

 

2012 Spring

IE 517 HEURISTIC METHODS IN OPTIMIZATION

FE 581 DATA MINING WITH APPLICATIONS IN FINANCE

2011 Fall

IE 202 OPERATIONS RESEARCH I: LINEAR MODELS

ETM 580 DATA MINING


2011 Spring

IE 517 HEURISTIC METHODS IN OPTIMIZATION

FE 581 DATA MINING WITH APPLICATIONS IN FINANCE

 

2010 Fall

IE 202 OPERATIONS RESEARCH I: LINEAR MODELS

IE 310 OPERATIONS RESEARCH

ETM 580 DATA MINING

 

2010 Spring

IE 490 DATA MINING

FE 581 DATA MINING WITH APPLICATIONS IN FINANCE

 

2009 Fall

IE 202 OPERATIONS RESEARCH I: LINEAR MODELS

IE 310 OPERATIONS RESEARCH

ETM 580 DATA MINING

 

Theses

 

Ph.D

Masters

 

Academic Projects

 

Consulting Projects

Başlangıç-Bitiş: 2015

Takım Üyeleri: Necati Aras, Ümit Bilge

 

Başlangıç-Bitiş: 2015-2016

Takım Üyeleri: Necati Aras, Zeynep Turgay

·        Müşterilerin Ağ Değerini Tespit Eden ve sosyal Ağlar Üzerinden Yayılım Olasılıklarının Hesaplanmasına Yönelik İstatistiksel Modelleri Çözen Algoritmaları Barındıran Karar Destek Sistemi.

Başlangıç-Bitiş: 2015-2016

Takım Üyeleri: Necati Aras, Evren Güney, Gönenç Yücel

 

Başlangıç-Bitiş: 2013

Takım Üyeleri: Necati Aras, Deniz Aksen, Pelin Ekmen

Başlangıç-Bitiş: 2010-2011

Takım Üyeleri: Taner Bilgiç, Necati Aras, Burak Boyacı

 

 

Last Updated in April 2017.