Publications

Machine Learning � Operations Research � Technical Reports

Machine Learning

Submitted

  1. Z. Su, I. Banerjee and D. Klabjan. Central Limit Theorems for Transition Probabilities of Controlled Markov Chains. (submitted for publication) 2026 [.pdf]
  2. Y. Hong and�D. Klabjan.�Statistical Arbitrage in Options Markets by Graph Learning and Synthetic Long Positions. (submitted for publication) 2025 [.pdf]
  3. R. Wang and D. Klabjan.�A Trainable Optimizer. (submitted for publication) 2025 [.pdf]
  4. A. Sandler, D. Klabjan, and Y. Luo.�Non-Convex Optimization with Spectral Radius Regularization. (submitted for publication) 2025 [.pdf]
  5. H. Li, M. Fedeli, V. Kolar and D. Klabjan.�BEAR: BGP Event Analysis and Reporting. (submitted for publication) 2025. [.pdf]
  6. H. Wu and D. Klabjan,�LanFL: Differentially Private Federated Learning with Large Language Models using Synthetic Samples. (submitted for publication) 2025. [.pdf]
  7. T. Overman and D. Klabjan,�Continuous-Time Analysis of Federated Averaging. (submitted for publication) 2025. [.pdf]
  8. H. Park and D. Klabjan,�Communication-Efficient Federated Low-Rank Update Algorithm and its Connection to Implicit Regularization. (submitted for publication) 2025. [.pdf]
  9. R. Wang and�D. Klabjan.�Divergence Results and Convergence of a Variance Reduced version of ADAM. (submitted for publication) 2022. [.pdf] [appendix.pdf]
  10. M. Xu and�D. Klabjan.�Regret Bounds and Reinforcement Learning Exploration of EXP-based Algorithms. (submitted for publication) 2024. [.pdf]
  11. X. Qian and�D. Klabjan. The Impact of the Mini-batch Size on the Variance of Gradients in Stochastic Gradient Descent. (submitted for publication) 2024. [.pdf]

Reports

  1. X. Liu and�D.Klabjan.�Unsupervised Player Tracking in Sport Videos. (submitted for publication)�2024. [.pdf]
  2. N. Wang, H. Liu, and D. Klabjan.�Large-Scale Multi-Document Summarization with�Information Extraction and Compression. (submitted for publication) 2022. [.pdf]
  3. X. Liu, D. Klabjan and P. Bless.�Data and Trend Extraction from Time Series Graphs. (submitted for publication) 2022 [.pdf]
  4. B. Fang, K. Rajshekhar, T. Vo and D. Klabjan.�Topic Analysis for Text with Side Data. (submitted for publication) 2021 [.pdf]
  5. B. Fang and D. Klabjan. Convergence Analyses of Online ADAM Algorithm in Convex Setting and Two-Layer ReLU Neural Network. (submitted for publication) 2019. [.pdf]
  6. X. Liu, D. Klabjan, and P. Bless.�Data Extraction from Charts via Single Deep Neural Network (submitted for publication) 2019. [.pdf]
  7. A. Stec, D. Klabjan, and J. Utke. Unified Recurrent Neural Network for Many Feature Types (submitted for publication) 2018. [.pdf]
  8. A. Stec and D. Klabjan. Forecasting Crime with Deep Learning. (submitted for publication) 2017. [.pdf]
  9. B. Wang and D. Klabjan. An Attention-Based Deep Net for Learning to Rank. (submitted for publication) 2017. [.pdf]

� Peer-Reviewed Journal Publications

  1. Y. Ma,�D. Klabjan�and J. Utke.�Video to Video Generative Adversarial Network for Few-shot Learning Based on Policy Gradient. To appear in�IEEE Transactions on Neural Networks and Learning Systems.�2025�[.pdf]
  2. J. Yang,�D. Klabjan, H. Liu, N.S. Patel, X. Li, B.�Ananthanarayanan, H. Dauod, T.H. Juang.�Scalable Multi-agent Reinforcement Learning for Factory-wide Dynamic Scheduling.� To appear in Engineering Applications of Artificial Intelligence. 2025. [.pdf]
  3. J. Jang,�D. Klabjan, H. Liu, N.S. Patel, X. Li, B.�Ananthanarayanan, H.�Dauod, T-H Juang.�Learning Multiple Coordinated Agents under Directed Acyclic Graph Constraints. To appear in Expert Systems with Applications.�2025. [.pdf]�[Appendix.pdf]
  4. C. Kim, Y. Kim and�D. Klabjan.�Scale Invariant Power Iteration. To appear in Journal of Machine Learning Research. 2019. [.pdf]
  5. A. Cao,�D. Klabjan, and Y. Luo.�Open-Set Recognition of Breast Cancer Treatments. To appear in Artificial Intelligence in Medicine. 2022. [.pdf]
  6. Y. Ma and�D. Klabjan, Diminishing Batch Normalization. To appear in IEEE Transactions on Neural Networks and Learning Systems,�2022. [.pdf]�[appendix.pdf]
  7. J. Koo,�D. Klabjan�and J. Utke. Inverse Classification with Limited Budget and Maximum Number of Perturbed Samples. To appear in�Expert Systems With Applications,
    2020 [.pdf]
  8. Q. Gao, Z. Luo and�D. Klabjan,�Efficient Architecture Search for Continual Learning. To appear in �IEEE Transactions on Neural Networks and Learning Systems,�2022. [.pdf]
  9. P.�Wongchaisuwat and�D. Klabjan. Truth Validation with Evidence. To appear in Knowledge and Information Systems,�2022. [.pdf]
  10. Y.W. Park and�D. Klabjan. Subset Selection for Multiple Linear Regression via Optimization (submitted for publication). To appear in Journal of Global Optimization, 2020. [.pdf] [data.zip][appendix.pdf]
  11. J. Yang and�D. Klabjan.�Bayesian Active Learning for Choice Models with Deep Gaussian Processes. To appear in Transactions on Intelligent Transportation Systems,�2019 [.pdf]
  12. C. Kim and�D. Klabjan, A Simple and Fast Algorithm for L1-norm Kernel PCA. To appear in�Transactions on Pattern Analysis and Machine Intelligence, 2019�[.pdf]
  13. Y. Yang, S. Shebalov�and�D. Klabjan. Semi-supervised Learning for Discrete Choice Models.�To appear in Transactions on Intelligent Transportation Systems,�2018�[.pdf]
  14. Y. Zeng and�D. Klabjan.�Online Adaptive Machine Learning Based Algorithm for Implied Volatility Surface Modeling. To appear in Knowledge-Based Systems,�2018. [.pdf]
  15. Y. Xue, Y. Luo and D. Klabjan.�Predicting� ICU� readmission� using� grouped� physiological� and� medication� trends. To appear in Artificial Intelligence in Medicine, 2018. [.pdf]
  16. D. Klabjan, M. Di, L. Sha and P. Lucey. Large-scale Adversarial Sports Play Retrieval with Learning to Rank. To appear in ACM Transactions on Knowledge Discovery from Data,�2017. [.pdf]
  17. Y.W. Park and�D. Klabjan. Bayesian Network Learning via Topological Order. To appear in Journal of Machine Learning Research,�2017. [.pdf]
  18. Richards CT, Wang B, Markul E, Albarran F, Rottman D, Aggarwal NT, Lindeman P, Stein-Spencer L, Weber JM, Pearlman KS, Tataris KL, Holl JL, Klabjan D, Prabhakaran S. Identifying Key Words in 9-1-1 Calls for Stroke: A Mixed Methods Approach. To appear in Prehospital Emergency Care,�2017.
  19. Y.W. Park and D. Klabjan. Three Iteratively Reweighted Least Squares Algorithms for L1-Norm Principal Component Analysis. To appear in�Knowledge and Information Systems, 2017.�[.pdf] [Extended journal version of ICDM 2016 proceedings paper.]
  20. C. Borraz-Sanchez, J. Ma,�D. Klabjan, E. Pasalic, and M. Aref. Algebraic modeling in Datalog.�In�Declarative Logic Programming: Theory, Systems, and Applications. Editors: Michael Kifer and Yanhong A. Liu. Publisher: Association for Computing Machinery and Morgan & Claypool.�2017. [.pdf]
  21. Y. Zeng and�D. Klabjan. Portfolio Optimization of American Options. To appear in Journal of Computational Finance. [.pdf]
  22. M. Dixon,�D. Klabjan, and J.H. Bang.�Classication-based Financial Markets Prediction�using Deep Neural Networks. To appear in Journal of Algorithmic Finance 2016. [.pdf]
  23. P. Wongchaisuwat, D. Klabjan, and S. Jonnalagadda. A Semi-supervised Learning Approach to Enhance Health Care Community-based Question Answering: A case Study in Alcoholism. To appear in�JMIR Medical Informatics�2016. [.pdf]
  24. Y.W. Park and D. Klabjan. An Aggregate and Iterative Disaggregate Algorithm with Proven Optimality in Machine Learning. To appear in Machine Learning,�2016 [.pdf]
  25. Y.W. Park, Y. Jiang, D. Klabjan, L. Williams. Algorithms for Generalized Cluster-wise Linear Regression. To appear in INFORMS Journal on Computing. 2016. [.pdf]�[data.zip]
  26. A. Lavin,�D. Klabjan. Clustering Time-Series Energy Data from Smart Meters.�To appear in�Energy Efficiency. 2013. [.pdf]
  27. A. Drachen, J. Riley, S. Baskin,�D. Klabjan. Going Out of Business: Auction House Behavior in the Massively Multi-Player Online Game Glitch. �To appear in�Entertainment Computing, 2014.�[pdf‘]
  28. H. Gonzalez, J. Han, H. Cheng, X. Li, and�D. Klabjan. Modeling Massive RFID Datasets: A Gateway-Based Movement-Graph Approach.�IEEE Transactions on Knowledge and Data Engineering, vol 22, p 90-104. 2010. [.pdf]
  29. H. Gonzalez, J. Han, X. Li, and D. Klabjan. Warehousing and Analyzing Massive RFID Data Sets.�Lecture Notes in�Computer�Science, vol 4093, p 1-18. 2006. [.pdf]

Peer-reviewed Proceedings

  1. Y. Ma, D. Klabjan and J. Utke. Video to Video Generative Adversarial Network for Few-shot Learning Based on Policy Gradient. To appear in IEEE Transactions on Neural Networks and Learning Systems. 2025.
  2. J. Yang, D. Klabjan, H. Liu, N.S. Patel, X. Li, B. Ananthanarayanan, H. Dauod, T.H. Juang. Scalable Multi-agent Reinforcement Learning for Factory-wide Dynamic Scheduling.  To appear in Engineering Applications of Artificial Intelligence. 2025.
  3. J. Jang, D. Klabjan, H. Liu, N.S. Patel, X. Li, B. Ananthanarayanan, H. Dauod, T-H Juang. Learning Multiple Coordinated Agents under Directed Acyclic Graph Constraints. To appear in Expert Systems with Applications. 2025.
  4. C. Kim, Y. Kim and D. Klabjan. Scale Invariant Power Iteration. To appear in Journal of Machine Learning Research. 2019.
  5. A. Cao, D. Klabjan, and Y. Luo. Open-Set Recognition of Breast Cancer Treatments. To appear in Artificial Intelligence in Medicine. 2022.
  6. Y. Ma and D. Klabjan, Diminishing Batch Normalization. To appear in IEEE Transactions on Neural Networks and Learning Systems, 2022.
  7. ?J. Koo, D. Klabjan and J. Utke. Inverse Classification with Limited Budget and Maximum Number of Perturbed Samples. To appear in Expert Systems With Applications,
    2020
  8. Q. Gao, Z. Luo and D. Klabjan, Efficient Architecture Search for Continual Learning. To appear in  IEEE Transactions on Neural Networks and Learning Systems 2022.
  9. P. Wongchaisuwat and D. Klabjan. Truth Validation with Evidence. To appear in Knowledge and Information Systems 2022.
  10. N. Craig, N. DeHoratius and D. Klabjan, Execution Quality and Chargeback Penalties in Retail Supply Chains. To appear in Journal of Operations Management 2020.
  11. Y.W. Park and D. Klabjan, Subset Selection for Multiple Linear Regression via Optimization. To appear in Journal of Global Optimization 2020.
  12. J. Yang and D. Klabjan, Bayesian Active Learning for Choice Models with Deep Gaussian Processes. To appear in Transactions on Intelligent Transportation Systems 2019.
  13. C. Kim and D. Klabjan, A Simple and Fast Algorithm for L1-norm Kernel PCA. To appear in Transactions on Pattern Analysis and Machine Intelligence 2019.
  14. C. Borraz-Sanchez, D. Klabjan, and A. Uygur. An Approach for the Railway Multi-terrritory Dispatching Problem.To appear in Transportation Science 2019.
  15. Y. Yang, S. Shebalov and D. Klabjan. Semi-supervised Learning for Discrete Choice Models. To appear in Transactions on Intelligent Transportation Systems 2018.
  16. Y. Zeng and D. Klabjan. Online Adaptive Machine Learning Based Algorithm for Implied Volatility Surface Modeling. To appear in Knowledge-Based Systems 2018.
  17. Y. Xue, Y. Luo and D. Klabjan. Predicting  ICU  readmission  using  grouped  physiological  and  medication  trends. To appear in Artificial Intelligence in Medicine 2018.
  18. D. Klabjan, M. Di, L. Sha and P. Lucey. Large-scale Adversarial Sports Play Retrieval with Learning to Rank. To appear in ACM Transactions on Knowledge Discovery from Data ?2017.
  19. Y. Zeng and D. Klabjan. Portfolio Optimization of American Options. To appear in Journal of Computational Finance 2017.
  20. Y.W. Park and D. Klabjan. Bayesian Network Learning via Topological Order. To appear in Journal of Machine Learning Research 2017.
  21. Richards CT, Wang B, Markul E, Albarran F, Rottman D, Aggarwal NT, Lindeman P, Stein-Spencer L, Weber JM, Pearlman KS, Tataris KL, Holl JL, Klabjan D, Prabhakaran S. Identifying Key Words in 9-1-1 Calls for Stroke: A Mixed Methods Approach. To appear in Prehospital Emergency Care 2017.
  22. F. Schneider, U. Thonemann, D. Klabjan. Optimization of Battery Charging and Purchasing at Electric Vehicle Battery Swap Stations. To appear in Transportation Science 2017.
  23. C. Borraz-Sanchez, J. Ma, D. Klabjan, E. Pasalic, M. Aref. Algebraic Modeling in Datalog. In Declarative Logic Programming: Theory, Systems, and Applications. Editors: Michael Kifer and Yanhong A. Liu. Publisher: Association for Computing Machinery and Morgan & Claypool 2017.
  24. D. Zhang and D. Klabjan. Optimization for Gate Re-assignment. To appear in Transportation Research Part B 2016.
  25. J. Mays and D. Klabjan. Optimization of Time-Varying Electricity Rates. To appear in The Energy Journal 2016.
  26. M. Dixon, D. Klabjan, and J.H. Bang. Classication-based Financial Markets Prediction using Deep Neural Networks. To appear in Journal of Algorithmic Finance 2016.
  27. T. Sweda, I. Dolinskaya, and D. Klabjan. Adaptive Routing and Recharging Policies for Electric Vehicles. To appear in Transportation Science 2016.
  28. Y.W. Park, Y. Jiang, D. Klabjan, and L. Williams. Algorithms for Generalized Cluster-wise Linear Regression. To appear in INFORMS Journal on Computing 2016.
  29. P. Wongchaisuwat, D. Klabjan and S. Jonnalagadda. A Semi-supervised Learning Approach to Enhance Health Care Community-based Question Answering: A case Study in Alcoholism. To appear in JMIR Medical Informatics 2016.
  30. Y-W. Park and D. Klabjan. An Aggregate and Iterative Disaggregate Algorithm with Proven Optimality in Machine Learning. To appear in Machine Learning 2016.
  31. Seth, D. Klabjan and P. Ferreira, A Novel Local Search Integer-Programming-Based Heuristic for PCB Assembly on Collect-and-Place Machines. To appear in Mathematical Programming Computation 2015.
  32. N. Craig, J. Yan, N. DiHoratius and D. Klabjan.  An Analysis of Fulfillment Errors in a Retail Distribution Center. To appear in Journal of Operations Management 2015. 
  33. T. Sweda, I. Dolinskaya, and D. Klabjan. Adaptive Routing and Recharging Policies for Electric Vehicles. To appear in Transportation Science 2015.
  34. C. Pun, D. Klabjan, F. Karaesmen, S. Shebalov. Itinerary-Based Nesting Control with Upsell. To appear in Journal of Revenue and Pricing Management. 2015.
  35. S. Shebalov, Y. W. Park, and D. Klabjan (2015), Lifting for Mixed Integer Programs with Variable Upper Bounds. Discrete Applied Mathematics (2015) Volume 186, pp 226-250.
  36.  Y. Zeng, D. Klabjan, and J. Arinez (2014), Distributed Solar Renewable Generation: Option Contracts with Renewable Energy Credit Uncertainty. To appear in Energy Economics.
  37. C. Kim, D. Klabjan, D Simchi-Levi (2012), Optimal expediting policies for an inventory system with expiry. To appear in Production and Operations Management. 2015.
  38. A. Lavin, D. Klabjan (2014). Clustering Time-Series Energy Data from Smart Meters. To appear in Energy Efficiency.
  39. L. Guimaraes, D. Klabjan and B. Almada-Lobo, Modeling lotsizing and scheduling problems with sequence dependent setups. European Journal of Operational Research 239 (2014) 644-662.
  40. C. Almeder, D. Klabjan, and B. Almada-Lobo (2011), Lead Time Considerations for the Multi-Level Capacitated Lot-sizing Problem. To appear in European Journal of Operational Research (2009).
  41. Y-W Park and D. Klabjan (2013), Lot Sizing with Minimum Order Quantity. To appear in Discrete Applied Mathematics. (2013).
  42. D. Klabjan, W. Olszewski, and A. Wolinsky (2014), Attributes. To appear in Games and Economic Behavior.
  43. A. Drachen, J. Riley, S. Baskin,  D. Klabjan. Going Out of Business: Auction House Behavior in the Massively Multi-Player Online Game Glitch. To appear in Entertainment Computing, 2014.
  44. N. Halman, D. Klabjan, C-L. Li, J. Orlin and D. Simchi-Levi (2014), Fully Polynomial Time Approximation Schemes for Convex and Monotone Stochastic Dynamic Programming. To appear in SIAM Journal on Discrete Mathematics.
  45. T. Sweda and D. Klabjan (2014), An Agent-Based Information System for Electric Vehicle Charging Infrastructure Deployment, To appear in ASCE Journal of Infrastructure Systems.
  46. A. Wald, M. Harmon and D. Klabjan. Structural Deplaning via Simulation and Optimization. To appear in Journal of Air Transport Management  (2013).
  47. D. Wang, S. Shebalov, D. Klabjan. (2013) Attractiveness-Based Airline Network Models with Embedded Spill and Recapture. To appear in Journal of Airline and Airport Management.
  48. P. Pei, D. Klabjan (2012), Approximations to Auctions of Digital Goods with Share-averse Bidders, To appear in Electronic Commerce Research and Applications.
  49. L. Guimaraes, B. Klabjan, B. Almada-Lobo (2013), Pricing, Relaxing and Fixing under Lotsizing and Scheduling, European Journal of Operational Research 230 (2013) 399-411.
  50. D. Klabjan and C. Borraz, Optimal Placement of Reconfigurable Optical Add/Drop Multiplexers with Packing, Blocking, and Signal Loss, Computer Networks 57 (2013) 1443-1458.
  51. F. Schneider and D. Klabjan, Inventory Control in Multi-channel Retail, European Journal of Operational Research 227 (2013) 101-111.
  52. M. Song, D. Klabjan, D. Simchi-Levi, Robust Stochastic Lot-sizing by Means of Histograms, Production and Operations Management 22 (2013) 691-710.
  53. J. Ahn, O. de Weck, Y. Gang and D. Klabjan, The Generalized Location Routing Problem with Profits, European Journal of Operational Research 223 (2012) 47-59.
  54. Seth, D. Klabjan and P. Ferreira (2012), Analyses of Advanced Iterated Tour Partitioning Heuristics for Generalized Vehicle Routing Problems. To appear in Networks.
  55. L. Guimaraes, D. Klabjan, B. Almada-Lobo, Annual Production Budget in the Beverage Industry. International Scientific Journal Engineering Applications of Artificial Intelligence 25 (2012) 229-241.
  56. P. Bless, D. Klabjan, and S. Chang , Automated Knowledge Source Selection and Service Composition. Computational Optimization and Applications 52 (2012) 507-535.
  57. Y. Zhao and D. Klabjan, A Polyhedral Study of Lot-sizing with Supplier Selection. Discrete Optimization 9 (2012) 65-76.
  58. D. Adelman and D. Klabjan, Computing Near Optimal Policies in General Joint Replenishment. INFORMS Journal on Computing 24 (2012) 148-164.
  59. M. Sohoni, Y-C. Lee, D. Klabjan, Block Time Estimation and Robust Airline Scheduling. Transportation Science 45 (2011) 451-464
  60. D. Klabjan and J. Pei, In-store One-to-one Marketing. Journal of Retailing and Consumer Services 18 (2011) 64-73.
  61. S. Chang, D. Klabjan, and T. Vossen, Optimal Radio Frequency Identification Deployment in a Supply Chain Network. International Journal of Production Economics 125 (2010) 71-83. 
  62. L. Schenk and D. Klabjan, Intra Market Optimization for Express Package Carriers with Station to Station Travel and Proportional Sorting. Computers & Operations Research 37 (2010) 1749-1761.
  63. J. Pei and D. Klabjan, Inventory Control in Serial Systems under Radio Frequency Identification. International Journal of Production Economics 123 (2010) 118-136.
  64. S. Choo, D. Klabjan and D. Simchi-Levi, Multi-ship Crane Sequencing with Yard Congestion Constraints. Transportation Science 44 (2010) 98-115.
  65. H. Gonzalez, J. Han, H. Cheng, X. Li, D. Klabjan and T. Wu, Modeling Massive RFID Datasets: A Gateway-Based Movement-Graph Approach. IEEE Transactions on Knowledge and Data Engineering 22 (2010) 90-104.
  66. B. Almada-Lobo, D.  Klabjan, M.A. Carravilla and J.F. Oliveira, Multiple Machine Multi-Item Continuous Setup Lotsizing with Sequence-dependent Setups. Computational Optimization and Applications 47 (2010) 529-552.
  67. L. Schenk and D. Klabjan, Intra Market Optimization for Express Package Carriers. Transportation Science 42 (2008) 530-545. 
  68. N. Halman, D. Klabjan, M. Mostagir, J. Orlin,  D. Simchi-Levi, A Fully Polynomial Time Approximation Scheme for Single-Item Stochastic Inventory Control Problems with Discrete Demand. Mathematics of Operations Research 34 (2009) 674-685
  69. D. Klabjan, Subadditive Approaches in Integer Programming. European Journal of Operational Research 183 (2007) 525-545.
  70. B. Almada-Lobo, D.  Klabjan, M.A. Carravilla, J.F. Oliveira, Single Machine Capacitated Lotsizing Problem with Sequence-dependent Setup Costs and Times. International Journal of Production Research 45 (2007) 4873-4894.
  71. J. Han, H. Gonzales, X. Li, and D. Klabjan, Warehousing and Mining Massive RFID Data Sets, Lecture Notes in Computer Science 4093 (2006) 1-18.
  72. D. Klabjan and D. Adelman, A Convergent Infinite Dimensional Linear Programming Algorithm for Deterministic Semi-Markov Decision Processes on Borel Spaces. Mathematics of Operations Research 32 (2007) 528-550.
  73. P. Bless, D. Klabjan, and S. Chang, Heuristics for Automated Knowledge Source Selection and Service Composition. Computers and Operations Research 35 (2008) 1292-1314.
  74. R. Sandhu and D. Klabjan, Fleeting with Passenger and Cargo Origin-Destination Booking Control. Transportation Science 40 (2006) 517-528.
  75. R. Sandhu and D. Klabjan, Integrated Airline Fleeting and Crew Pairing Decisions. Operations Research 55 (2007) 430-438.
  76. D. Klabjan and D. Adelman, Existence of Optimal Policies for Semi-Markov Decision Processes Using Duality for Infinite Linear Programming, SIAM Journal on Control and Optimization 44 (2006) 2104-2122.
  77. S. Shebalov and D. Klabjan, Robust Airline Crew Pairing: Move-up Crews, Transportation Science 40 (2006) 300-312.
  78. S. Shebalov and D. Klabjan, Sequence Independent Lifting for Mixed Integer Programs with Variable Upper Bounds. Mathematical Programming 105 (2006) 523-561.
  79. P.N. Bless, S.G. Kapoor, R.E. DeVor, and D. Klabjan, An Algorithmic Strategy for Automated Development of Multi-component Software Tools for Virtual Manufacturing. Journal of Manufacturing Science and Engineering 127 (2005) 866-874.
  80. D. Adelman and D. Klabjan, Existence of Optimal Policies and Duality in Generalized Joint Replenishment. Mathematics of Operations Research 30 (2005) 28-50.
  81. D. Klabjan, A Practical Algorithm for Computing the Subadditive Dual Function for Set Partitioning, Computational Optimization and Applications 29 (2004) 347-368.
  82. A. Makri and D. Klabjan, Algorithms for Source-to-all Maximum Cost to Time Ratio Problem in Acyclic Networks. Networks 42 (2003) 1-14.
  83. D. Klabjan, E.L. Johnson, and G.L. Nemhauser, Airline Crew Scheduling with Time Windows and Plane Count Constraints, Transportation Science 36 (2002) 337-348.
  84. D. Klabjan and G.L. Nemhauser, A Polyhedral Study of  Integer Variable Upper Bounds. Mathematics of Operations Research 27 (2002) 711-739.
  85. A. Arora and D. Klabjan, A Model for Budget Allocation in Multi-unit Libraries. Library Collections, Acquisitions, and Technical Services 26 (2002) 423-438.
  86. A. Makri and D.Klabjan, A New Pricing Scheme for Airline Crew Scheduling, INFORMS Journal on Computing 16 (2004) 56-67.
  87. D. Klabjan, E.L. Johnson, and G.L. Nemhauser, Solving Large Airline Crew Scheduling Problems: Random Pairing Generation and Strong Branching, Computational Optimization and Applications 20 (2001) 73-91.
  88. D. Klabjan, E.L. Johnson, and G.L. Nemhauser, Airline Crew Scheduling with Regularity, Transportation Science 35 (2001) 359-374.
  89. D. Klabjan, E.L. Johnson, and G.L. Nemhauser, A Parallel Primal-Dual Simplex Algorithm, Operations Research Letters 27 (2000) 47-55.
  90. D. Klabjan and B. Mohar, The Number of Matchings of Low Order in Hexagonal Systems, Discrete Mathematics 186 (1998) 167-175.
  91. D. Klabjan, C. Tovey, and G.L. Nemhauser, Cover Inequality Separation is NP-hard, Operations Research Letters 23 (1998) 35-40.

� Conference Proceedings

  1. T. Jeong,�D. Klabjan, and J. Starren. Predictive Analytics Using Smartphone Sensors for Depressive Episodes.�HIAI 2016, Expanding the Boundaries of Health Informatics using AI, Phoenix, AZ�[.pdf]

Operations Research

Transportation

  1. C. Borraz-Sanchez,�D. Klabjan, and A. Uygur. An Approach for the Railway Multi-terrritory Dispatching Problem.To appear in Transportation Science�2019. [.pdf]
  2. F. Schneider, U. Thonemann, and�D. Klabjan. Optimization of Battery Charging and Purchasing at Electric Vehicle Battery Swap Stations. To appear in Transportation Science�2017. [.pdf]
  3. D. Zhang and D. Klabjan. Optimization for Gate Re-assignment. To appear in Transportation Research Part B.�2016. [.pdf]
  4. C. Pun,�D. Klabjan, F. Karaesmen, S. Shebalov. Itinerary-Based Nesting Control with Upsell. To appear in�Journal of Revenue and Pricing Management.�2015.�[.pdf]
  5. D. Wang, S. Shebalov,�D. Klabjan.�Attractiveness-Based Airline Network Models with Embedded Spill and Recapture. �Journal of Airline and Airport Management. Vol. 4, No. 1, p1-25. 2013.�[.pdf]
  6. A. Wald,�M. Harmon and D. Klabjan. Structural Deplaning via Simulation and Optimization. To appear in Journal of Air Transport Management �(2013). [.pdf]
  7. A. Seth, D. Klabjan, and P. Ferreira. Analyses of Advanced Iterated Tour Partitioning Heuristics for Generalized Vehicle Routing Problems. To appear in Networks. 2012. [.pdf]
  8. J. Ahn, O. de Weck, Y. Gang, and D. Klabjan. Generalized Location Routing Problem with Profits. European Journal of Operational Research, vol 223, p47-59. 2012. [.pdf]
  9. M. Sohoni, Y-C. Lee, and D. Klabjan. Block Time Estimation and Robust Airline Scheduling. Transportation Science, vol. 45, p451-464. 2010. [.pdf]
  10. S. Choo, D. Klabjan, and D. Simchi-Levi. Multi-ship Crane Sequencing with Yard Congestion Constraints. Transportation Science, vol. 44, p98-115. 2010. [.pdf]
  11. L. Schenk and D. Klabjan. Intra market Optimization for Express Package Carriers with Station to Station Travel and Proportional Sorting. Computers and Operations Research, vol. 37, p1749-1761. 2010. [.pdf]
  12. L. Schenk and D. Klabjan. Intra market Optimization for Express Package Carriers. Transportation Science, vol. 42, p 530-545. 2008. [.pdf]
  13. R. Sandhu and D. Klabjan. Fleeting with Passenger and Cargo Origin-Destination Booking Control. Transportation Science, vol 40, p 517-528. 2006. [.pdf]
  14. R. Sandhu and D. Klabjan. Integrated Airline Fleeting and Crew Pairing Decisions. Operations Research, vol. 55, p 439-456. 2006. [.pdf]
  15. S. Shebalov and D. Klabjan. Robust Airline Crew Pairing: Move-up Crews. Transportation Science, vol. 40, p 300-312. 2006 [.pdf]
  16. D. Klabjan, E.L. Johnson, G.L. Nemhauser, E. Gelman, and S. Ramaswamy. Airline Crew Scheduling with Time Windows and Plane Count Constraints. Transportation Science, vol 36, p 337-348. 2002. [.pdf] [extended version .pdf]
  17. D. Klabjan, E.L. Johnson, G.L. Nemhauser, E. Gelman, and S. Ramaswamy. Solving Large Airline Crew Scheduling Problems: Random Pairing Generation and Strong Branching. Computational Optimization and Applications, vol 20, p 73-91. 2000. [.pdf]
  18. D. Klabjan, E.L. Johnson, G.L. Nemhauser, E. Gelman, and S. Ramaswamy. Airline Crew Scheduling with Regularity. Transportation Science, vol 35, p 359-374. 2001. [.pdf]
  19. A. Makri and D. Klabjan. A New Pricing Scheme for Airline Crew Scheduling. INFORMS Journal on Computing,�vol. 16, p 56-67. 2004. [.pdf]

Integer�Programming

  1. A. Seth,�D. Klabjan, and P. Ferreira. A Novel Local Search Integer-Programming-Based Heuristic for PCB Assembly on Collect-and-Place machines.To�appeared in Mathematical Programming Computation. 2009. [.pdf]
  2. Y.W. Park, D. Klabjan. Lot Sizing with Minimum Order Quantity. To Appear in Discrete Applied Mathematics. 2013. [.pdf]
  3. C. Almeder, D. Klabjan, and B. Almada-Lobo. Lead Time Considerations for the Multi-Level Capacitated Lot-sizing Problem.To appear in European Journal of Operational Research. 2009. [.pdf]
  4. B. Almada-Lobo, D. Klabjan, M.A. Carravilla, and J.F. Oliveira. Multiple Machine Multi-Item Continuous Setup Lotsizing with Sequence-dependent Setups. Computational Optimization and Applications, vol. 47, p 529-552. 2007. [.pdf]
  5. B. Almada-Lobo, D. Klabjan, M.A. Carravilla, and J.F. Oliveira. Single Machine Multi-product Capacitated Lotsizing with Sequence-dependent Setups, International Journal of Production Research, vol 45, p 4873-4894. 2007. [.pdf]
  6. S. Shebalov, Y. W. Park, and D. Klabjan (2015), Lifting for Mixed Integer Programs with Variable Upper Bounds.�Discrete Applied Mathematics�(2015) Volume 186, pp226-250.�[.pdf] [appendix.pdf]
  7. Y. Zhao and D. Klabjan. Sequence Independent Lifting for Mixed Integer Programs with Variable Upper Bonds. Mathematical Programming, vol. 105, p 523-561. [.pdf]
  8. D. Klabjan and G.L. Nemhauser. A Polyhedral Study of Integer Variable Upper Bonds. Mathematics of Operations Research, vol 27, p 711-739. 2002. [.pdf]
  9. D. Klabjan. Subadditive Approaches in Integer Programming. European Journal of Operational Research, vol. 183, p 525-545. 2007. [.pdf] [extended version .pdf]
  10. D. Klabjan. Practical�Algorithm�for Computing the Subadditive Dual Function for Set�Partitioning.�Computational Optimization and Applications, vol 29, p 347-368. 2004 [.pdf]

Supply Chain Management

  1. N. Craig, N. DeHoratius and D. Klabjan, Execution Quality and Chargeback Penalties in Retail Supply Chains. To appear in Journal of Operations Management. 2020. [.pdf]
  2. C. Kim,�D. Klabjan, and D. Simchi-Levi. Optimal Expediting Policies for an Invetory System with Stochastic Lead Time under Radio Frequency Identification. To appear in Production and Operations Management. 2015 [.pdf]
  3. F. Schneider, and�D. Klabjan. Inventory Control in Multi-channel Retail.�European Journal of Operational Research, vol. 227, p 101-111. 2013. [.pdf]
  4. J. Pei and�D. Klabjan. Inventory Control in Serial Systems under Radio Frequency Identification.�International Journal of Production in Economics,�vol 123, p 118-136. 2010 [.pdf]
  5. S. Chang,�D. Klabjan, and T. Vossen. Optimal Radio Frequency Identification Deployment in a Supply Chain Network.�International Journal of Production Economics, vol. 125, p 71-83. 2010. [.pdf]
  6. N. Halman, D. Klabjan, M. Mostagir, J. Orlin,� D. Simchi-Levi, A Fully Polynomial Time Approximation Scheme for Single-Item Stochastic Inventory Control Problems with Discrete Demand. Mathematics of Operations Research 34 (2009) 674-685 [.pdf]
  7. D. Klabjan�and J. Pei. In-store One-to-One Marketing.�Journal of Retailing and Consumer Services,�vol 18, p 64-73. 2011. [.pdf]
  8. N. Craig, J. Yan, N. DiHoratius and D. Klabjan (2015). �An Analysis of Fulfillment Errors in a Retail Distribution Center. To appear in Journal of Operations Management�[.pdf]
  9. D. Adelman and D. Klabjan. Computing Near Optimal Policies in Generalized Joint Replenishment. INFORMS Journal on Computing, vol 24, p 148-164. 2010. [.pdf]
  10. M. Song, D. Klabjan, and D. Simchi-Levi. Robust Stochastic Lot-Sizing by Means of Histograms. Production and Operations Management, vol. 22, p 691-710. 2013. [.pdf]
  11. D. Klabjan and D. Adelman, A Convergent Infinite Dimensional Linear Programming Algorithm for Deterministic Semi-Markov Decision Processes on Borel Spaces. Mathematics of Operations Research, vol 32, p 528-550. 2007. [.pdf]
  12. D. Adelman and D. Klabjan. Duality and Existence of Optimal Policies in Generalized Joint Replenishment. Mathematics of Operations Research, vol. 30, p 28-50. 2005. [.pdf]
  13. D. Klabjan and D. Adelman. Existence of Optimal Policies for Semi-Markov Decision Processes Using Duality for Infinite Linear Programming. SIAM Journal on Control and Optimization, vol 44, p 2104-2122. 2006 [.pdf]

Miscellaneous

  1. J. Mays and D. Klabjan. Optimization of Time-Varying Electricity Rates. To appear in The Energy Journal. 2016. [.pdf]
  2. T. Sweda, I. Dolinskaya,�D. Klabjan. Optimal Recharging Policies for Electric Vehicles. To appear in Transportation Science. 2016. [.pdf]
  3. T. Sweda, I. Dolinskaya, D. Klabjan. Adaptive Routing and Recharging Policies for Electric Vehicles.�To appear in Transportation Science.�2016. [.pdf]
  4. Y. Zeng, D. Klabjan, J. Arinez. Distributed Solar Renewable Generation: Option Contracts with Renewable�Energy�Credit Uncertainty.�Energy Economics. 2014. [.pdf]
  5. T. Sweda and D. Klabjan, An Agent-Based Information System for Electric Vehicle Charging Infrastructure Deployment, To appear in�ASCE Journal of Infrastructure Systems�2014. [.pdf]
  6. L. Guimaraes, D. Klabjan, B. Almada-Lobo. Modeling Lotsizing and Scheduling Problems with Sequence Dependent Setups.�To appear in European Journal of Operational Research. 2013. [.pdf]
  7. D. Klabjan, W. Olszewski, A.Wolinsky. Attributes. To appear in Games and Economic Behavior. 2012. [.pdf]
  8. P. Pei, D. Klabjan. Approximations to Auctions for Digital Goods with Externality. To appear in Electronic Commerce Research and Applications. 2012. [.pdf]
  9. L. Guimaraes, D. Klabjan, B. Almada-Lobo. Pricing, Relaxing, and Fixing under Lotsizing and Scheduling. European Journal of Operational Research, vol 230. p 399-411. 2013. [.pdf]
  10. D. Klabjan and C. Borraz. Optimal Placement of Reconfigurable Optical Add/Drop Multiplexers with Packing, Blocking, and Signal Loss. Computer Networks, vol. 57, p 1443-1458. 2013. [.pdf]
  11. L. Guimaraes, D. Klabjan, B. Almada-Lobo. Annual Production Budget in the Beverage Industry. International Scientific Journal Engineering Applications of Artificial Intelligence, vol. 25, p 229-241. 2012. [.pdf]
  12. N. Halman,�D. Klabjan, C-L. Li, J. Orlin and D. Simchi-Levi (2014), Fully Polynomial Time Approximation Schemes for Convex and Monotone Stochastic Dynamic Programming. To appear in�SIAM Journal on Discrete Mathematics.�[.pdf]
  13. P. Bless, D. Klabjan, and S. Chang. Heuristics for Automated Knowledge Source Selection and Service Composition. Computers and Operations Research, vol. 35, p 1292-1314. 2008. [.pdf]
  14. P. Bless, D. Klabjan, and S. Chang. Automated Knowledge Source Selection and Service Composition. Computational Optimization and Applications, vol. 52, p 507-535. 2011. [.pdf]
  15. P.N. Bless, S.G. Kapoor, R.E. DeVor, and D. Klabjan. An Algorithmic Strategy for Automated Development of Multi-component Software Tools for Virtual manufacturing. Journal of Manufacturing Science and Engineering, vol. 127, p 866-874. 2005. [.pdf]
  16. A. Makri and D. Klabjan. Algorithms for Source-to-all Maximum Cost to Time Ratio Problem in Acyclic networks. Networks, vol 42, p 1-14. 2003. [.pdf]
  17. A. Arora and D. Klabjan. A Model for Budget Allocation in Multi-unit libraries. Library Collections, Acquisitions, and Technical Services, vol. 26, p 423-438. 2002. [.pdf]
  18. D. Klabjan, E.L. Johnson, and G.L. Nemhauser. A Parallel Primal-Dual Simplex Algorithm. Operations Research Letters, vol. 27, p 47-55. 2000. [.pdf]
  19. D. Klabjan and B. Mohar. The Number of Matchings of Low Order in Hexagonal Systems. Discrete Mathematics, vol 186, p 167-175. 1998. [.pdf]
  20. D. Klabjan, C. Tovey, and G.L. Nemhauser. Cover Inequality Separation is NP-hard. Operations Research Letters, vol. 23, p 35-40. 1998. [.pdf]

Technical Reports

  1. M. F. Dixon,�D. Klabjan�and L Wei.�OSTSC: Over Sampling for Time Series Classification in R. (submitted for publication) 2017. [.pdf]
  2. M. Di,�D. Klabjan, and S. Shebalov.�Solving Attractiveness-based Stochastic Fleeting by MapReduce (submitted for publication) 2016. [.pdf]
  3. M. Di,�D. Klabjan, and E. Rantanen. Power Grid Visualization by Means of Optimization. (submitted for publication). 2016 [.pdf]
  4. L. Guimaraes,�D. Klabjan�and B. Almada-Lobo. Rolling Horizon Formulations for Short-to-Medium Term Production Planning. (submitted for publication). 2015. [.pdf]
  5. F. Schneider,�D. Klabjan, U. Thonemann. Optimal Incorporating Demand Response with Load Shifting into Stochastic Unit Commitment. Working paper (submitted for publication). 2013.�[.pdf]
  6. C. Kim,�D. Klabjan, and D. Simchi-Levi. Optimal Policy for Expediting Orders in Transit. Working paper (submitted for publication). 2006. [.pdf]
  7. C. Kim,�D. Klabjan, D. Simchi-Levi.Optimal Expediting Policies for an Inventory System with Expiry. Working paper (submitted for publication) 2012. [.pdf]
  8. J. Yang,�D. Klabjan, and J. Schoenbeck. The Economics of Same-day Delivery by Means of a Variable Neighborhood-based Heuristic. Submitted for publication, 2016. [.pdf]
  9. C. Lindsey, A. Frei, H. S. Mahmassani, H. Alibabai, Y.W. Park,�D. Klabjan, M. Reed, G. Langheim, T. Keating. Online Pricing and Capacity Sourcing for Third Party Logistics Providers.�Working paper (submitted for publication). 2013. [.pdf]
  10. C.S. Pun,�D. Klabjan.�Air Cargo Allotment Planning. Working paper (submitted for publication). 2013. [.pdf]
  11. C. Lindsey, A. Frei, H. Alibabai, H. S. Mahmassani, Y.W. Park,�D. Klabjan, M. Reed, G. Langheim, T. Keating. Modeling Carrier Truckload Freight Rates in Spot Markets. Working paper (submitted for publication). 2013. [.pdf]
  12. Y. Geng,�D. Klabjan. Freight Consolidation on a Single Lane. Submitted for publication, 2014. [.pdf]
  13. Y. Geng,�D. Klabjan. Approximate Dynamic Programming Based Approaches for Green Supply Chain Design. Working paper (submitted for publication). 2013. [.pdf]
  14. Y. Jiang,�D. Klabjan. Optimal Emissions Reduction Investment under Green House gas Emissions Regulations. Working paper (submitted for publication). 2012. [.pdf]
  15. M. Bundschuh,�D. Klabjan, P. Pei, and D. Thurston. Modeling Robust and Reliable Supply Chains.�Technical Reports.�2003. [.pdf]
  16. Y. Jiang, and�D. Klabjan. Business-to-Consumer Single Period Fulfillment Strategies.�Technical report. 2005. [.pdf]
  17. O. de Weck,�D. Klabjan, C. Taylor, D. Simchi-Levi, J. Ahn, E. Gralla, and S. Shull. Interplanetary Supply Chain Management and Logistics at NASA. Working paper (submitted for publication). 2008. [.pdf]
  18. A. Seth,�D. Klabjan, and P. Ferreira. Assembly Optimization for High-Volume High-Flexibility Robotic PCB Assembly. 2009. [.pdf]
  19. L. Li, C.S. Pun, and�D. Klabjan. Single Item Lot-Sizing Problem with Minimum Order Quantity. 2008. [.pdf]
  20. D. Klabjan. Algorithms for Lot-sizing with Supplier Selection. 2008 [.pdf]
  21. D. Klabjan, Economic Order Quantity for Business-to-Consumer Fulfillment. 2007. [.pdf]
  22. J. Pei,�D. Klabjan, F. Karaesmen. Pricing of Digital Goods vs. Physical Goods. 2013. [.pdf]
  23. P. Pei,�D. Klabjan, F. Karaesmen. Auctions under Shareability and Externality. 2012 [.pdf]