Khaled Rasheed's Publications

Book Chapters

• Khaled Rasheed, Xiao Ni and Swaroop Vattam. "Methods for Using Reduced Models to Speed Up Genetic Algorithm Optimization: Informed Operators and Genetic Engineering". Submitted under review to KNOWLEDGE INCORPORATION IN EVOLUTIONARY COMPUTATION, Springer-Verlag.
  

Journal articles

• Bo Qian and Khaled Rasheed. “Foreign Exchange Market Prediction with Multiple Classifiers”, to appear in The Journal of Forecasting

• Hamid R. Arabnia, Junfeng Qu, Yinglei Song, Khaled Rasheed, and Byron Jeff. “Clustering Time Series Online in a Transformed Space”, to appear in The Ubiquitous Computing and Communication Journal.

• Jaymin Kessler, Khaled Rasheed and Budak Arpinar. “Using Genetic Algorithms to Reorganize Superpeer Structure in Peer to Peer Networks”, Applied Intelligence: The International Journal of Artificial Intelligence, Neural Networks and Complex Problem-Solving Technologies, 26(1), pp. 35 – 52, 2007.

• Bo Qian and Khaled Rasheed. "Stock Market Prediction with Multiple Classifiers”, Applied Intelligence: The International Journal of Artificial Intelligence, Neural Networks and Complex Problem-Solving Technologies, 26(1) , pp. 25 – 33, 2007.

• Deepti Chafekar, Liang Shi, Khaled Rasheed and Jiang Xuan. "Constrained Multi-objective GA Optimization Using Reduced Models". IEEE Transactions on Systems, Man and Cybernetics, 35(2),2005.
  

• Khaled Rasheed, Xiao Ni and Swaroop Vattam. "Comparison of Methods for Developing Dynamic Reduced Models for Design Optimization". The Soft Computing Journal, (online) 2003, (in print)9(1),2005 .
  

• Jack Smith, Doyle Knight, Joachim Kohn, Khaled Rasheed and Norbert Weber. "Using Surrogate Modeling in the Prediction of Fibrinogen Adsorption onto Polymer Surfaces". Journal of Chemical Information and Computer Sciences, 44:1088--1097,2004.
  

• L. Wu, W. D. Potter, K. Rasheed, J. Ghent, D. Twardus, H. Thistle and M. Teske. "Nature Inspired Heuristics in Aerial Spray Deposition Managment". The Journal of Applied Systems Studies >, 4(2),2003.
  

• Anil Bahuman, Khaled Rasheed, and Benjamin Bishop. "Evolutionary Design Automation of VLSI Standard Cells". The Journal of Applied Systems Studies , 4(2),2003.
  

• Khaled Rasheed, Haym Hirsh. Learning to be Selective in Genetic-Algorithm-Based Design Optimization. Artificial Intelligence for Engineering Design, Analysis and Manufacturing,13, 1999.
  full paper (Postscript, 2.2 Mb)

• Michael Blaize, Doyle Knight, and Khaled Rasheed. Automated Optimal Design of Two dimensional Supersonic Missile Inlets. The Journal of Propulsion and Power,14(6), 1998.
  full paper (Postscript, 4.4 Mb)

• Khaled Rasheed, Haym Hirsh, Andrew Gelsey. A Genetic Algorithm for Continuous Design Space Search. Artificial Intelligence in Engineering, 11(3), 1997.
  full paper (Postscript, 0.43 Mb)

• G.-C. Zha, D. Smith, M. Schwabacher, K. Rasheed, A. Gelsey, D.Knight and Martin Haas. High Performance Supersonic Missile Inlet Design Using Automated Optimization. Journal of Aircraft, 34(6), 1997.
  full paper (Postscript, 3.2 Mb)

• A. Gelsey, D. Smith, M. Schwabacher,K. Rasheed, and K. Miyake. A Search Space Toolkit. Decision Support Systems, 18:341-356, 1996.
  

Conference articles

• Liang Shi and Khaled Rasheed, “ASAGA: An Adaptive Surrogate-Assisted Genetic Algorithm”, to appear in Proceedings of the Genetic and Evolutionary Computation Conference (GECCO’2008), 2008.

• Glenn F. Matthews and Khaled Rasheed, “Temporal Difference Learning for Nondeterministic Board Games”, to appear in Proceedings of the Int’l Conf. on Machine Learning; Models, Technologies and Applications (MLMTA’08), USA, 2008.

• David Luper, Muthukumaran Chandrasekaran, Khaled Rasheed, and Hamid Arabnia, “Path Normalcy Analysis Using Nearest Neighbor Outlier Detection”, to appear in Proceedings of the Int’l Conf. on Machine Learning; Models, Technologies and Applications (MLMTA’08), USA, 2008.

• Boseon Byeon, Khaled Rasheed, and Prashant Doshi “Enhancing the Quality of Noisy Training Data Using a Genetic Algorithm and Prototype Selection”, to appear in Proceedings of the Int’l Conf. on Machine Learning; Models, Technologies and Applications (MLMTA’08), USA, 2008.

• Junfeng Qu, Hamid R. Arabnia, Yinglei Song, Khaled Rasheed, and Jack E. Houston, “Time Series Similarity Matching with a New Distance Measure”, Proceedings of 2007 Int'l. Conf. on Information and Knowledge Engineering (IKE'07), pp. 183 – 189 (Paper Acceptance Rate: 46/152: 30%), 2007.

• Chongshan Zhang and Kahled Rasheed, “Improving GA Performance Using Relative Fitness”, in Proceedings of the 2007 Int’l. Conf. on Genetic and Evolutionary Methods (GEM’07), USA, pp. 31 – 37, 2007.

• Sergey Fogelson, Khaled Rasheed, Xiangxue Guo, and Jan Mrazek, “Comparing Machine Learning Techniques in Predicting Translation Start Sites in Prokaryotic Genomes”, in Proceedings of the Int’l Conf. on Machine Learning; Models, Technologies and Applications (MLMTA’07), USA, pp. 85 – 89, 2007.

• Chongshan Zhang and Khaled Rasheed, “Improving GA Search Reliability Using Maximal Hyper-Rectangle Analysis”, in The Genetic and Evolutionary Computation Conference (GECCO’2005), pp. 1185 – 1192, 2005. (Acceptance rate 46.1%) [nominated for a best paper award]

• Dongsheng Chi, Yinglei Song and Khaled Rasheed, “MDGA: Motif Discovery Using a Genetic Algorithm”, in The Genetic and Evolutionary Computation Conference (GECCO’2005), pp. 447 – 452, 2005. (Acceptance rate 46.1%)

• Bo Qian and Khaled Rasheed. "HURST EXPONENT AND FINANCIAL MARKET PREDICTABILITY". IASTED conference on "Financial Engineering and Applications"(FEA 2004), pp. 203 – 209, 2004.
  

• Jack Smith, Doyle Knight, Joachim Kohn, Norbert Weber, Khaled Rasheed, Sascha Abramson. "Molecular-Scale Properties of Biomaterials Relevant to Protein Adsorption and Cell Growth Using Data Mining of Combinatorial Libraries of Polymers". The 7th World Biomaterials Congress, 2004.
  

• Doyle Knight, Jack Smith, Norbert Weber, Joachim Kohn, Khaled Rasheed. "Prediction of Fibrinogen Adsorption on Polymer Surfaces Using an Artificial Neural Network". The 7th World Biomaterials Congress, 2004.(poster)
  

• Ramyaa, Congzhou He,and Khaled Rasheed. " Using Machine Learning Techniques for Stylometry". International Conference on Machine Learning; Models, Technologies and Applications (MLMTA'2004)
  

• Ning Suo, Khaled Rasheed, Don Potter and Dennis Aron. "Machine Learning Techniques for the Evaluation of External Skeletal Fixation Structures". International Conference on Mathematics and Engineering Techniques in Medicine and Biological Sciences (METMBS '2004)
  

• Jack Smith, Doyle Knight, Joachim Kohn, Khaled Rasheed, Norbert Weber and Sascha Abramson. "Biopolymer Reverse Engineering: Correlating Molecular Structure and Cell Response in a Combinatorial Library of Biodegradable Polymers Using Non-linear Optimization". Proceedings of the Material Research Society Fall Meeting 2003.
  

• Jacob Martin and Khaled Rasheed. "Using Singular Value Decomposition to Improve a Genetic Algorithm's Performance". The Congress on Evolutionary Computation (CEC'2003)
  full paper (PDF, 0.1 Mb)
  

• Deepti Chafekar, Jiang Xuan and Khaled Rasheed. "Constrained Multi-objective Optimization Using Steady State Genetic Algorithms". The Genetic and Evolutionary Computation Conference (GECCO'2003).
  full paper (PDF, 0.23 Mb)
  

• D. Knight, G. Elliot, Y. Jaluria, N. Langrana and K. Rasheed. "Automated Optimal Design Using Concurrent Intagrated Experiment and Simulation". AIAA/ISSMO Symposium on Multidisciplinary Analysis and Optimization , AIAA Paper No. 2002-5636, 2002.
  

• Khaled Rasheed, Swaroop Vattam and Xiao Ni. "Comparison of Methods for Using Reduced Models to Speed Up Design Optimization". The Genetic and Evolutionary Computation Conference (GECCO'2002) , 2002.
  full paper (Postscript, 0.17 Mb)
  

• L. Wu, W. D. Potter, K. Rasheed, J. Ghent, D. Twardus, H. Thistle and M. Teske. "A comparison of Genetic Algorithm Methods in Aerial Spray Deposition Managment". The Genetic and Evolutionary Computation Conference (GECCO'2002) , 2002.
  Poster paper (PDF, 0.13 Mb)

• Anil Bahuman, Benjamin Bishop, and Khaled Rasheed. "Automated Standard Cell Synthesis Using Genetic Algorithms". The IEEE Computer Society Annual Symposium on VLSI, 2002.
  full paper (PDF, 0.54 Mb)
  

• L. Wu, W. D. Potter, K. Rasheed, J. Ghent, D. Twardus, H. Thistle and M. Teske. "Improving the Genetic Algorithm Performance in Aerial Spray Deposition Managment". The IEEE Southeast Conference, 2002.
  full paper (MSWord, 3.4 Mb)
  

• Khaled Rasheed, Xiao Ni and Swaroop Vattam. "Comparison of Methods for Developing Dynamic Reduced Models for Design Optimization". The Congress on Evolutionary Computation (CEC'2002), 2002.
  full paper (Postscript, 0.16 Mb)
  full paper (PDF, 0.16 Mb)
  

• Anil Bahuman, Khaled Rasheed, and Benjamin Bishop. "An Evolutionary Approach for VLSI Standard Cell Design". The Congress on Evolutionary Computation (CEC'2002), 2002.
  full paper (MSWord, 0.44 Mb)
  

• Benjamin Bishop, Khaled Rasheed, and Anil Bahuman. "VLSI Standard Cell Design Using Genetic Algorithms". The 39th Annual ACM Southeast Conference, 2001.
  

• Gerald Carrier, Doyle Knight, Khaled Rasheed, and Xavier Montazel. "Multi-criteria Design Optimization of a Two dimensional Supersonic Inlet". The 39th AIAA Aerospace Sciences Meeting and Exhibit, 2001.
  

• Khaled Rasheed, Haym Hirsh. "Informed operators: Speeding up genetic-algorithm-based design optimization using reduced models". Genetic and Evolutionary Computation Conference (GECCO'2000), 2000.
  full paper (Postscript, 0.55 Mb)
  

• Khaled Rasheed. "An Incremental-Approximate-Clustering Approach for Developing Dynamic Reduced Models for Design Optimization". Congress on Evolutionary Computation (CEC'2000).
  full paper (Postscript, 0.5 Mb)
  

• Louis Steinberg, Khaled Rasheed. "Optimization by Searching a Tree of Populations". Genetic and Evolutionary Computation Conference (GECCO'99), 1999.
  full paper (Postscript, 0.76 Mb)
  full paper (PDF, 0.22 Mb)
  

• Khaled Rasheed, Brian Davison. "Effect of Global Parallelism on the Behavior of a Steady State Genetic Algorithm for Design Optimization". Congress on Evolutionary Computation (CEC'99), 1999.
  full paper (Postscript, 0.54 Mb)

• Khaled Rasheed. "Guided Crossover: A New Operator for Genetic-Algorithm-Based Optimization". Congress on Evolutionary Computation (CEC'99), 1999.
  full paper (Postscript, 0.48 Mb)

• Christophe Bourdeau, Gerald Carrier, Doyle Knight, Khaled Rasheed. "Three-dimensional Optimization of Supersonic Inlets". The 35th AIAA/ASME/SAE/ASEE Joint Propulsion Conference,1999.
  full paper (Postscript, 2.6 Mb)

• Khaled Rasheed. "An Adaptive Penalty Approach for Constrained Genetic Algorithm Optimization". The Third Annual Conference on Genetic Programming (GP-98):Symposium on Genetic Algorithms (SGA-98), 1998.
  full paper (Postscript, 0.1 Mb)

• Khaled Rasheed. "Improving Genetic Algorithm Convergence Using Guided Crossover". The Third Annual Conference on Genetic Programming (GP-98):Symposium on Genetic Algorithms (SGA-98), 1998.
  short paper (Postscript, 0.04 Mb)

• Michael Blaize, Doyle Knight, and Khaled Rasheed. Automated Optimal Design of Two dimensional High Speed Missile Inlets. The 36th AIAA Aerospace Sciences Meeting, 1998.
  full paper (Postscript, 1.8 Mb)

• B. Chernyavsky, V. Stepanov, K. Rasheed, M. Blaize and D. Knight. 3-D Hypersonic Inlet Optimization Using Genetic Algorithms. The 34th AIAA/ASME/ASEE Joint Propulsion Conference, 1998.

• Michael Blaize, Doyle Knight, Khaled Rasheed, Xavier Montazel, Yan Kergaravat. Optimal Missile Inlet Design by Means of Automated Numerical Optimization. The NATO RTO/AVT Symposium on Missile Aerodynamics, 1998.

• Khaled Rasheed, Haym Hirsh. Using Case Based Learning to Improve Genetic Algorithm Based Design Optimization. The Seventh International Conference on Genetic Algorithms (ICGA'97), 1997.
  full paper (Postscript, 0.15 Mb)

• G.-C. Zha, D. Smith, M. Schwabacher, K. Rasheed, A. Gelsey, and D. Knight. High Performance Supersonic Missile Inlet Design Using Automated Optimization. AIAA Symposium on Multidisciplinary Analysis and Optimization, 1996.
  full paper (Postscript, 3.1 Mb)

Workshop articles

• Jiang Xuan, Deepti Chafekar and Khaled Rasheed. "Constrained Multi-objective GA Optimization Using Reduced Models". To appear in The Genetic and Evolutionary Computation Conference (GECCO'2003) workshop on learning and adaptation in evolutionary computation.
  full paper (PDF, 0.18 Mb)

• Khaled Rasheed, Swaroop Vattam and Xiao Ni. "Comparison of Methods for Using Reduced Models to Speed Up Design Optimization". The Genetic and Evolutionary Computation Conference (GECCO'2002) workshop on approximation and learning in evolutionary computation, 2002.
  full paper (Postscript, 0.1 Mb)

• Brian Davison, Khaled Rasheed. "Effect of Global Parallelism on a Steady State Genetic Algorithm". Evolutionary Computing and Parallel Processing workshop at the Genetic and Evolutionary Computation Conference (GECCO'99), 1999.
  full paper (Postscript, 0.3 Mb)

• Khaled Rasheed, Andrew Gelsey. Adaptation of Genetic Algorithms for Engineering Design Optimization. Artificial Intelligence in Design (AID'96) Workshop on Evolutionary Systems in Design, 1996.
  full paper (Postscript, 0.16 Mb)

Technical reports

• Khaled Rasheed. "GADO: A Genetic Algorithm for Continuous Design Optimization". Technical Report DCS-TR-352, Department of Computer Science, Rutgers University, New Brunswick, NJ, 1998. Ph.D. Thesis.
  Thesis abstract (text)
  full thesis (Postscript, 2.3 Mb)

• Khaled Rasheed, Haym Hirsh. Guided Crossover: A New Operator for Genetic Algorithm Based Optimization. Technical Report HPCD-TR-50, Department of Computer Science, Rutgers University, New Brunswick, NJ, 1997.
  full paper (Postscript, 0.13 Mb)