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pages={584--591},
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pages={2940--2947},
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pages={2650--2657},
location={Cancun, Mexico},
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year={2013},
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isbn13 = {978-977-454-001-1},
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author = {Zhang, Mengjie},
booktitle = {Genetic and Evolutionary Computation for Image Processing and Analysis},
chapter = {20},
editor = {Cagnoni, Stefano and Lutton, Evelyne and Olague, Gustavo},
isbn13 = {978-977-454-001-1},
keywords = {algorithms genetic},
pages = {415--440},
publisher = {Hindawi Publishing Corporation},
title = {Genetic Algorithms and Neural Networks for Object Detection},
year = {2007}
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year = {2013},
editor = {Hendrik Decker and Lenka Lhotska and Sebastian Link},
address = {Prague, Czech Republic},
organization = {University of Economics},
keywords = {genetic algorithms, genetic programming},
url = {http://www.dexa.org/accepted_papers?cid=301},
}
@inproceedings{nguyen2013learning,
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volume={7831},
address={Vienna, Austria},
year={2013},
page={157--168}
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year={2013},
url={http://dx.doi.org/10.1007/978-3-642-37189-9_5},
booktitle={EvoBIO}
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year={2012},
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year={2012},
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title={Soft edge maps from edge detectors evolved by genetic programming},
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booktitle={IEEE Congress on Evolutionary Computation},
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booktitle={IEEE Congress on Evolutionary Computation},
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@inproceedings{Hindmarsh2012Genetic,
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year={2012},
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url={http://dx.doi.org/10.1007/978-3-642-34859-4_3},
booktitle={Proceedings of the 2012 International Conference on Simulated Evolution And Learning}
}
@inproceedings{Hunt2012AGeneti,
author={Hunt, Rachel and Neshatian, Kourosh and Zhang, Mengjie},
title={A Genetic Programming Approach to Hyper-Heuristic Feature Selection},
pages={320--330},
year={2012},
url={http://dx.doi.org/10.1007/978-3-642-34859-4_32},
booktitle={Proceedings of the 2012 International Conference on Simulated Evolution And Learning}
}
@inproceedings{Nguyen2012Automati,
author={Nguyen, Su and Zhang, Mengjie and Johnston, Mark and Tan, Kay Chen},
title={Automatic Discovery of Optimisation Search Heuristics for Two Dimensional Strip Packing Using Genetic Programming},
pages={341--350},
year={2012},
url={http://dx.doi.org/10.1007/978-3-642-34859-4_34},
booktitle={Proceedings of the 2012 International Conference on Simulated Evolution And Learning}
}
@article{Neshatian2011Usingge,
author={Neshatian, Kourosh and Zhang, Mengjie},
title={Using genetic programming for context-sensitive feature scoring in classification problems},
journal={Connection Science},
volume={23},
number={3},
pages={183--207},
year={2011},
url={http://dx.doi.org/10.1080/09540091.2011.630065}
}
@article{Chandra2011Encoding,
author={Chandra, Rohitash and Frean, Marcus R. and Zhang, Mengjie and Omlin, Christian W.},
title={Encoding subcomponents in cooperative co-evolutionary recurrent neural networks},
journal={Neurocomputing},
volume={74},
number={17},
pages={3223--3234},
year={2011},
url={http://dx.doi.org/10.1016/j.neucom.2011.05.003}
}
@article{Zhang2011GuestEd,
author={Zhang, Mengjie and Kirley, Michael and Li, Xiaodong},
title={Guest Editorial: special issue on evolutionary optimisation and learning},
journal={Soft Computing},
volume={15},
number={9},
pages={1671--1673},
year={2011},
url={http://dx.doi.org/10.1007/s00500-010-0609-8}
}
@article{Xie2011Depth-co,
author={Xie, Huayang and Zhang, Mengjie},
title={Depth-control strategies for crossover in tree-based genetic programming},
journal={Soft Computing},
volume={15},
number={9},
pages={1865--1878},
year={2011},
url={http://dx.doi.org/10.1007/s00500-011-0700-9}
}
@inproceedings{Bhowan2011Ensemble,
author={Bhowan, Urvesh and Johnston, Mark and Zhang, Mengjie},
title={Ensemble Learning and Pruning in Multi-Objective Genetic Programming for Classification with Unbalanced Data},
pages={192--202},
year={2011},
url={http://dx.doi.org/10.1007/978-3-642-25832-9_20},
volume={7106},
publisher={Springer},
booktitle={Australasian Conference on Artificial Intelligence}
}
@inproceedings{Fu2011Genetic,
author={Fu, Wenlong and Johnston, Mark and Zhang, Mengjie},
title={Genetic Programming for Edge Detection Based on Accuracy of Each Training Image},
pages={301--310},
year={2011},
volume={7106},
publisher={Springer},
url={http://dx.doi.org/10.1007/978-3-642-25832-9_31},
booktitle={Australasian Conference on Artificial Intelligence}
}
@inproceedings{Hunt2011Improvin,
author={Hunt, Rachel and Johnston, Mark and Zhang, Mengjie},
title={Improving Robustness of Multiple-Objective Genetic Programming for Object Detection},
pages={311--320},
year={2011},
volume={7106},
publisher={Springer},
url={http://dx.doi.org/10.1007/978-3-642-25832-9_32},
booktitle={Australasian Conference on Artificial Intelligence}
}
@inproceedings{Scoble2011Eliminat,
author={Scoble, Aaron and Johnston, Mark and Zhang, Mengjie},
title={Eliminating Useless Object Detectors Evolved in Multiple-Objective Genetic Programming},
pages={341--350},
volume={7106},
publisher={Springer},
year={2011},
url={http://dx.doi.org/10.1007/978-3-642-25832-9_35},
booktitle={Australasian Conference on Artificial Intelligence}
}
@inproceedings{Atkins2011Adomain,
author={Atkins, Daniel L. and Neshatian, Kourosh and Zhang, Mengjie},
title={A domain independent Genetic Programming approach to automatic feature extraction for image classification},
pages={238--245},
year={2011},
url={http://dx.doi.org/10.1109/CEC.2011.5949624},
booktitle={IEEE Congress on Evolutionary Computation},
location={New Orleans, USA},
organization={IEEE Press}
}
@inproceedings{Fu2011Genetic,
author={Fu, Wenlong and Johnston, Mark and Zhang, Mengjie},
title={Genetic programming for edge detection: A global approach},
pages={254--261},
year={2011},
url={http://dx.doi.org/10.1109/CEC.2011.5949626},
booktitle={IEEE Congress on Evolutionary Computation},
location={New Orleans, USA},
organization={IEEE Press}
}
@inproceedings{Friedlander2011Meta-lea,
author={Friedlander, Anna and Neshatian, Kourosh and Zhang, Mengjie},
title={Meta-learning and feature ranking using genetic programming for classification: Variable terminal weighting},
pages={941--948},
year={2011},
url={http://dx.doi.org/10.1109/CEC.2011.5949719},
booktitle={IEEE Congress on Evolutionary Computation},
location={New Orleans, USA},
organization={IEEE Press}
}
@inproceedings{Downey2011Executio,
author={Downey, Carlton and Zhang, Mengjie},
title={Execution trace caching for Linear Genetic Programming},
pages={1186--1193},
year={2011},
url={http://dx.doi.org/10.1109/CEC.2011.5949751},
booktitle={IEEE Congress on Evolutionary Computation},
location={New Orleans, USA},
organization={IEEE Press}
}
@inproceedings{Downey2011Parallel,
author={Downey, Carlton and Zhang, Mengjie},
title={Parallel Linear Genetic Programming},
pages={178--189},
publisher={Springer},
address={Torino, Italy},
volume={6621},
year={2011},
url={http://dx.doi.org/10.1007/978-3-642-20407-4_16},
booktitle={Proceedings of the 14th European Conference on Genetic Programming}
}
@inproceedings{Downey2011Caching,
author={Downey, Carlton and Zhang, Mengjie},
title={Caching for parallel linear genetic programming},
pages={201--202},
year={2011},
url={http://doi.acm.org/10.1145/2001858.2001970},
booktitle={Proceedings of Genetic and Evolutionary Computation Conference (Companion)},
organization={ACM Press}
}
@inproceedings{Nguyen2011Ageneti,
author={Nguyen, Su and Zhang, Mengjie and Johnston, Mark},
title={A genetic programming based hyper-heuristic approach for combinatorial optimisation},
pages={1299--1306},
year={2011},
url={http://doi.acm.org/10.1145/2001576.2001752},
booktitle={Proceedings of Genetic and Evolutionary Computation Conference},
organization={ACM Press}
}
@inproceedings{Bhowan2011Evolving,
author={Bhowan, Urvesh and Johnston, Mark and Zhang, Mengjie},
title={Evolving ensembles in multi-objective genetic programming for classification with unbalanced data},
pages={1331--1338},
year={2011},
url={http://doi.acm.org/10.1145/2001576.2001756},
booktitle={Proceedings of Genetic and Evolutionary Computation Conference},
organization={ACM Press}
}
@inproceedings{Al-Sahaf2011Automati,
author={Al-Sahaf, Harith and Neshatian, Kourosh and Zhang, Mengjie},
title={Automatic feature extraction and image classification using genetic programming},
pages={157--162},
year={2011},
url={http://dx.doi.org/10.1109/ICARA.2011.6144874},
booktitle={Proceedings of the 5th International Conference on Automation, Robots and Applications},
location={Wellington, New Zealand},
organization={IEEE Press}
}
@inproceedings{Abdulhamid2011Genetic,
author={Abdulhamid, Fahmi and Neshatian, Kourosh and Zhang, Mengjie},
title={Genetic programming for evolving programs with loop structures for classification tasks},
pages={202--207},
year={2011},
url={http://dx.doi.org/10.1109/ICARA.2011.6144882},
booktitle={Proceedings of the 5th International Conference on Automation, Robots and Applications},
location={Wellington, New Zealand},
organization={IEEE Press}
}
@inproceedings{Chandra2011Amemeti,
author={Chandra, Rohitash and Frean, Marcus R. and Zhang, Mengjie},
title={A memetic framework for cooperative coevolution of recurrent neural networks},
pages={673--680},
year={2011},
url={http://dx.doi.org/10.1109/IJCNN.2011.6033286},
booktitle={Proceedings of 2011 the International Joint Conference on Neural Networks},
location={San Jose, California},
organization={IEEE Press}
}
@inproceedings{Chandra2011Modulari,
author={Chandra, Rohitash and Frean, Marcus R. and Zhang, Mengjie},
title={Modularity adaptation in cooperative coevolution of feedforward neural networks},
pages={681--688},
year={2011},
url={http://dx.doi.org/10.1109/IJCNN.2011.6033287},
booktitle={Proceedings of 2011 the International Joint Conference on Neural Networks},
location={San Jose, California},
organization={IEEE Press}
}
@inproceedings{Bhowan2010ACompar,
author={Bhowan, Urvesh and Zhang, Mengjie and Johnston, Mark},
title={A Comparison of Classification Strategies in Genetic Programming with Unbalanced Data},
pages={243--252},
year={2010},
volume={6464},
publisher={Springer},
location={Adelaide, Australia},
url={http://dx.doi.org/10.1007/978-3-642-17432-2_25},
booktitle={Proceedings of the 23rd Australasian Conference on Artificial Intelligence}
}
@inproceedings{Chandra2010AnEncod,
author={Chandra, Rohitash and Frean, Marcus R. and Zhang, Mengjie},
title={An Encoding Scheme for Cooperative Coevolutionary Feedforward Neural Networks},
pages={253--262},
year={2010},
volume={6464},
publisher={Springer},
location={Adelaide, Australia},
url={http://dx.doi.org/10.1007/978-3-642-17432-2_26},
booktitle={Australasian Conference on Artificial Intelligence}
}
@inproceedings{Hunt2010Sampling,
author={Hunt, Rachel and Johnston, Mark and Browne, Will N. and Zhang, Mengjie},
title={Sampling Methods in Genetic Programming for Classification with Unbalanced Data},
pages={273--282},
volume={6464},
publisher={Springer},
location={Adelaide, Australia},
year={2010},
url={http://dx.doi.org/10.1007/978-3-642-17432-2_28},
booktitle={Australasian Conference on Artificial Intelligence}
}
@inproceedings{atkins2010Evolutio,
author={Atkins, Daniel L. and Klapaukh, Roman and Browne, Will N. and Zhang, Mengjie},
title={Evolution of aesthetically pleasing images without human-in-the-loop},
pages={2194--2201},
year={2010},
url={http://dx.doi.org/10.1109/CEC.2010.5586283},
booktitle={IEEE Congress on Evolutionary Computation},
location={Barcelona, Spain},
organization={IEEE}
}
@inproceedings{Kinzett2010Investig,
author={Kinzett, David and Zhang, Mengjie and Johnston, Mark},
title={Investigation of simplification threshold and noise level of input data in numerical simplification of genetic programs},
pages={3065--3072},
year={2010},
url={http://dx.doi.org/10.1109/CEC.2010.5586181},
booktitle={IEEE Congress on Evolutionary Computation},
location={Barcelona, Spain},
organization={IEEE}
}
@inproceedings{Larres2010Usingun,
author={Larres, Jan and Zhang, Mengjie and Browne, Will N.},
title={Using unrestricted loops in genetic programming for image classification},
pages={4600--4607},
year={2010},
url={http://dx.doi.org/10.1109/CEC.2010.5586305},
booktitle={IEEE Congress on Evolutionary Computation},
location={Barcelona, Spain},
organization={IEEE}
}
@inproceedings{Liddle2010MultiOb,
author={Liddle, Thomas and Johnston, Mark and Zhang, Mengjie},
title={Multi-Objective Genetic Programming for object detection},
pages={3345--3352},
year={2010},
url={http://dx.doi.org/10.1109/CEC.2010.5586072},
booktitle={IEEE Congress on Evolutionary Computation},
location={Barcelona, Spain},
organization={IEEE}
}
@inproceedings{Song2010Contribu,
author={Song, Andy and Chen, Dunhai and Zhang, Mengjie},
title={Contribution based bloat control in Genetic Programming},
pages={1725--1732},
year={2010},
url={http://dx.doi.org/10.1109/CEC.2010.5586372},
booktitle={IEEE Congress on Evolutionary Computation},
location={Barcelona, Spain},
organization={IEEE}
}
@inproceedings{Bhowan2010Genetic,
author={Bhowan, Urvesh and Zhang, Mengjie and Johnston, Mark},
title={Genetic Programming for Classification with Unbalanced Data},
pages={1--13},
year={2010},
publisher={Springer},
loaction={Istanbul, Turkey},
volume={6021},
url={http://dx.doi.org/10.1007/978-3-642-12148-7_1},
booktitle={Proceedings of the 13th European Conference on Genetic Programming}
}
@inproceedings{Johnston2010ARelaxe,
author={Johnston, Mark and Liddle, Thomas and Zhang, Mengjie},
title={A Relaxed Approach to Simplification in Genetic Programming},
pages={110--121},
publisher={Springer},
loaction={Istanbul, Turkey},
volume={6021},
year={2010},
url={http://dx.doi.org/10.1007/978-3-642-12148-7_10},
booktitle={Proceedings of the 13th European Conference on Genetic Programming}
}
@inproceedings{Kinzett2010Analysis,
author={Kinzett, David and Zhang, Mengjie and Johnston, Mark},
title={Analysis of Building Blocks with Numerical Simplification in Genetic Programming},
pages={289--300},
year={2010},
publisher={Springer},
loaction={Istanbul, Turkey},
volume={6021},
url={http://dx.doi.org/10.1007/978-3-642-12148-7_25},
booktitle={Proceedings of the 13th European Conference on Genetic Programming}
}
@inproceedings{neshatian2009dimensionality,
title={Dimensionality reduction in face detection: A genetic programming approach},
author={Neshatian, Kourosh and Zhang, Mengjie},
booktitle={Image and Vision Computing New Zealand, 2009. IVCNZ'09. 24th International Conference},
pages={391--396},
year={2009},
url={http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5378375},
location={Wellington, New Zealand},
organization={IEEE}
}
@inproceedings{downey2009multiclass,
title={Multiclass object classification for computer vision using Linear Genetic Programming},
author={Downey, Carlton and Zhang, Mengjie},
booktitle={Image and Vision Computing New Zealand, 2009. IVCNZ'09. 24th International Conference},
pages={73--78},
year={2009},
organization={IEEE},
location={Wellington, New Zealand},
url={http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5378356}
}
@inproceedings{bhowan2009genetic,
title={Genetic programming for image classification with unbalanced data},
author={Bhowan, Urvesh and Zhang, Mengjie and Johnston, Mark},
booktitle={Image and Vision Computing New Zealand, 2009. IVCNZ'09. 24th International Conference},
pages={316--321},
year={2009},
location={Wellington, New Zealand},
organization={IEEE Press}
}
@inproceedings{Bhowan2010AUCanal,
author={Bhowan, Urvesh and Zhang, Mengjie and Johnston, Mark},
title={AUC analysis of the pareto-front using multi-objective GP for classification with unbalanced data},
pages={845--852},
year={2010},
url={http://doi.acm.org/10.1145/1830483.1830639},
booktitle={Proceedings of Genetic and Evolutionary Computation Conference},
location={Portland, USA},
organization={ACM}
}
@inproceedings{Downey2010Newcros,
author={Downey, Carlton and Zhang, Mengjie and Browne, Will N.},
title={New crossover operators in linear genetic programming for multiclass object classification},
pages={885--892},
year={2010},
url={http://doi.acm.org/10.1145/1830483.1830644},
booktitle={Proceedings of Genetic and Evolutionary Computation Conference},
location={Portland, USA},
organization={ACM}
}
@article{Kirley2009Special,
author={Kirley, Michael and Zhang, Mengjie and Li, Xiaodong},
title={Special issue on simulated evolution and learning},
journal={Evolutionary Intelligence},
volume={2},
number={4},
pages={149--150},
year={2009},
url={http://dx.doi.org/10.1007/s12065-009-0033-0}
}
@article{Kinzett2009Numerica,
author={Kinzett, David and Johnston, Mark and Zhang, Mengjie},
title={Numerical simplification for bloat control and analysis of building blocks in genetic programming},
journal={Evolutionary Intelligence},
volume={2},
number={4},
pages={151--168},
year={2009},
url={http://dx.doi.org/10.1007/s12065-009-0029-9}
}
@article{McGaughran2009Evolving,
author={McGaughran, Daniel and Zhang, Mengjie},
title={Evolving More Representative Programs with Genetic Programming},
journal={International Journal of Software Engineering and Knowledge Engineering},
volume={19},
number={1},
pages={1--22},
year={2009},
url={http://dx.doi.org/10.1142/S021819400900409X}
}
@inproceedings{Xie2009AnAnaly,
author={Xie, Huayang and Zhang, Mengjie},
title={An Analysis and Evaluation of the Saving Capability and Feasibility of Backward-Chaining Evolutionary Algorithms},
pages={63--72},
volume={5865},
publisher={Springer},
year={2009},
url={http://dx.doi.org/10.1007/978-3-642-10427-5_7},
booktitle={Proceedings of the 4th Australian Conference on Artificial Life (ACAL'09), Lecture Notes in Artificial Intelligence}
}
@inproceedings{Bhowan2009Multi-Ob,
author={Bhowan, Urvesh and Zhang, Mengjie and Johnston, Mark},
title={Multi-Objective Genetic Programming for Classification with Unbalanced Data},
pages={370--380},
year={2009},
volume={5866},
publisher={Springer},
url={http://dx.doi.org/10.1007/978-3-642-10439-8_38},
booktitle={Proceedings of the 22nd Australasian Joint Conference on Artificial Intelligence (AI'09), Lecture Notes in Artificial Intelligence}
}
@inproceedings{Neshatian2009Unsuperv,
author={Neshatian, Kourosh and Zhang, Mengjie},
title={Unsupervised Elimination of Redundant Features Using Genetic Programming},
pages={432--442},
year={2009},
url={http://dx.doi.org/10.1007/978-3-642-10439-8_44},
volume={5866},
publisher={Springer},
booktitle={Proceedings of the 22nd Australasian Joint Conference on Artificial Intelligence (AI'09), Lecture Notes in Artificial Intelligence}
}
@inproceedings{Xie2009Balancin,
author={Xie, Huayang and Zhang, Mengjie},
title={Balancing Parent and Offspring Selection in Genetic Programming},
pages={454--464},
volume={5866},
publisher={Springer},
year={2009},
url={http://dx.doi.org/10.1007/978-3-642-10439-8_46},
booktitle={Proceedings of the 22nd Australasian Joint Conference on Artificial Intelligence (AI'09)},
}
@inproceedings{Bhowan2009Differen,
author={Bhowan, Urvesh and Johnston, Mark and Zhang, Mengjie},
title={Differentiating between individual class performance in Genetic Programming fitness for classification with unbalanced data},
pages={2802--2809},
year={2009},
url={http://dx.doi.org/10.1109/CEC.2009.4983294},
booktitle={IEEE Congress on Evolutionary Computation},
organization={IEEE Press},
}
@inproceedings{Neshatian2009Genetic,
author={Neshatian, Kourosh and Zhang, Mengjie},
title={Genetic Programming for Feature Subset Ranking in Binary Classification Problems},
pages={121--132},
volume={5481},
publisher={Springer},
location={Tübingen, Germany},
year={2009},
url={http://dx.doi.org/10.1007/978-3-642-01181-8_11},
booktitle={Proceedings of the 12th European Conference on Genetic Programming}
}
@inproceedings{Kinzett2009Howonli,
author={Kinzett, David and Johnston, Mark and Zhang, Mengjie},
title={How online simplification affects building blocks in genetic programming},
pages={979--986},
year={2009},
url={http://doi.acm.org/10.1145/1569901.1570035},
booktitle={Proceedings of Genetic and Evolutionary Computation Conference},
organization={ACM Press},
ISBN={978-1-60558-325-9}
}
@inproceedings{Neshatian2009Paretof,
author={Neshatian, Kourosh and Zhang, Mengjie},
title={Pareto front feature selection: using genetic programming to explore feature space},
pages={1027--1034},
year={2009},
url={http://doi.acm.org/10.1145/1569901.1570040},
booktitle={Proceedings of Genetic and Evolutionary Computation Conference},
organization={ACM Press},
ISBN={978-1-60558-325-9}
}
@inproceedings{Song2009Bloatco,
author={Song, Andy and Chen, Dunhai and Zhang, Mengjie},
title={Bloat control in genetic programming by evaluating contribution of nodes},
pages={1893--1894},
year={2009},
url={http://doi.acm.org/10.1145/1569901.1570221},
booktitle={Proceedings of Genetic and Evolutionary Computation Conference},
organization={ACM Press},
ISBN={978-1-60558-325-9}
}
@inproceedings{Zhang2009Evolutio,
author={Zhang, Mengjie and Cagnoni, Stefano and Olague, Gustavo},
title={GECCO 2009 Tutorial: Evolutionary Computer Vision},
pages={3355--3380},
year={2009},
url={http://doi.acm.org/10.1145/1570256.1570423},
booktitle={Proceedings of Genetic and Evolutionary Computation Conference (Companion)},
organization={ACM Press},
isbm={978-1-60558-505-5}
}
@inproceedings{Li2009RobustD,
author={Li, Li and Wang, Xiaodong and Zhang, Mengjie},
title={Robust Design about Container Terminal Logistics System},
pages={321--324},
year={2009},
url={http://doi.ieeecomputersociety.org/10.1109/SSME.2009.110},
booktitle={SSME}
}
@article{Zhang2008Genetic,
author={Zhang, Mengjie and Wong, Phillip},
title={Genetic programming for medical classification: a program simplification approach},
journal={Genetic Programming and Evolvable Machines},
volume={9},
number={3},
pages={229--255},
year={2008},
url={http://dx.doi.org/10.1007/s10710-008-9059-9}
}
@article{Zhang2008Explicit,
author={Zhang, Mengjie and Wong, Phillip},
title={Explicitly Simplifying Evolved Genetic Programs during Evolution},
journal={International Journal of Computational Intelligence and Applications},
volume={7},
number={2},
pages={201--232},
year={2008},
url={http://dx.doi.org/10.1142/S1469026808002247}
}
@article{Andreae2008Genetic,
author={Andreae, Peter and Xie, Huayang and Zhang, Mengjie},
title={Genetic Programming for detecting rhythmic stress in spoken English},
journal={KES Journal},
volume={12},
number={1},
pages={15--28},
year={2008},
url={http://iospress.metapress.com/content/k017m554023m5732/}
}
@inproceedings{Wong2008SCHEME:,
author={Wong, Phillip and Zhang, Mengjie},
title={SCHEME: Caching subtrees in genetic programming},
pages={2678--2685},
year={2008},
url={http://dx.doi.org/10.1109/CEC.2008.4631158},
booktitle={IEEE Congress on Evolutionary Computation},
location={Hong Kong},
organization={IEEE Press},
}
@inproceedings{Neshatian2008Genetic,
author={Neshatian, Kourosh and Zhang, Mengjie},
title={Genetic programming for performance improvement and dimensionality reduction of classification problems},
pages={2811--2818},
year={2008},
url={http://dx.doi.org/10.1109/CEC.2008.4631175},
booktitle={IEEE Congress on Evolutionary Computation},
location={Hong Kong},
organization={IEEE Press},
}
@inproceedings{Xie2008Ananaly,
author={Xie, Huayang and Zhang, Mengjie and Andreae, Peter},
title={An analysis of the distribution of swapped subtree sizes in tree-based genetic programming},
pages={2859--2866},
year={2008},
url={http://dx.doi.org/10.1109/CEC.2008.4631181},
booktitle={IEEE Congress on Evolutionary Computation},
location={Hong Kong},
organization={IEEE Press},
}
@inproceedings{D.2008Empirica,
author={Smart, William D. and Zhang, Mengjie},
title={Empirical analysis of schemata in Genetic Programming using maximal schemata and MSG},
pages={2983--2990},
year={2008},
url={http://dx.doi.org/10.1109/CEC.2008.4631200},
booktitle={IEEE Congress on Evolutionary Computation},
location={Hong Kong},
organization={IEEE Press},
}
@inproceedings{Xie2008Isthen,
author={Xie, Huayang and Zhang, Mengjie and Andreae, Peter and Johnston, Mark},
title={Is the not-sampled issue in tournament selection critical?},
pages={3710--3717},
year={2008},
url={http://dx.doi.org/10.1109/CEC.2008.4631300},
booktitle={IEEE Congress on Evolutionary Computation},
location={Hong Kong},
organization={IEEE Press},
}
@inproceedings{Neshatian2008Genetic,
author={Neshatian, Kourosh and Zhang, Mengjie},
title={Genetic Programming and Class-Wise Orthogonal Transformation for Dimension Reduction in Classification Problems},
pages={242--253},
year={2008},
volume={4971},
publisher={Springer},
location={Naple, Italy},
url={http://dx.doi.org/10.1007/978-3-540-78671-9_21},
booktitle={Proceedings of the 11th European Conference on Genetic Programming}
}
@inproceedings{Chin2008ObjectD,
author={Chin, Barret and Zhang, Mengjie},
title={Object Detection Using Neural Networks and Genetic Programming},
pages={335--340},
year={2008},
url={http://dx.doi.org/10.1007/978-3-540-78761-7_34},
booktitle={Evolutionary Computation in Image Analysis and Signal Processing. Lecture Notes in Computer Science}
}
@inproceedings{Xie2008Ananaly,
author={Xie, Huayang and Zhang, Mengjie and Andreae, Peter and Johnson, Mark},
title={An analysis of multi-sampled issue and no-replacement tournament selection},
pages={1323--1330},
year={2008},
url={http://doi.acm.org/10.1145/1389095.1389347},
booktitle={Proceedings of Genetic and Evolutionary Computation Conference},
location={Atlanta, USA},
organization={ACM Press},
}
@inproceedings{Kinzett2008UsingNu,
author={Kinzett, David and Zhang, Mengjie and Johnston, Mark},
title={Using Numerical Simplification to Control Bloat in Genetic Programming},
pages={493--502},
year={2008},
volume={5361},
publisher={Springer},
url={http://dx.doi.org/10.1007/978-3-540-89694-4_50},
booktitle={Proceedings of the 2008 International Conference on Simulated Evolution And Learning}
}
@inproceedings{Neshatian2008Genetic,
author={Neshatian, Kourosh and Zhang, Mengjie and Andreae, Peter},
title={Genetic Programming for Feature Ranking in Classification Problems},
pages={544--554},
volume={5361},
publisher={Springer},
year={2008},
url={http://dx.doi.org/10.1007/978-3-540-89694-4_55},
booktitle={Proceedings of the 2008 International Conference on Simulated Evolution And Learning}
}
@article{Zhang2007Alinear,
author={Zhang, Mengjie and Fogelberg, Christopher and Ma, Yuejin},
title={A linear structured approach and a refined fitness function in genetic programming for multi-class object classification},
journal={Connection Science},
volume={19},
number={4},
pages={339--359},
year={2007},
url={http://dx.doi.org/10.1080/09540090701725557}
}
@article{Zhang2007Improvin,
author={Zhang, Mengjie},
title={Improving Object Detection Performance with Genetic Programming},
journal={International Journal on Artificial Intelligence Tools},
volume={16},
number={5},
pages={849--873},
year={2007},
url={http://dx.doi.org/10.1142/S0218213007003576}
}
@article{Zhang2007ANewCr,
author={Zhang, Mengjie and Gao, Xiaoying and Lou, Weijun},
title={A New Crossover Operator in Genetic Programming for Object Classification},
journal={IEEE Transactions on Systems, Man, and Cybernetics, Part B},
volume={37},
number={5},
pages={1332--1343},
year={2007},
url={http://doi.ieeecomputersociety.org/10.1109/TSMCB.2007.902043}
}
@inproceedings{Neshatian2007Feature,
author={Neshatian, Kourosh and Zhang, Mengjie and Johnston, Mark},
title={Feature Construction and Dimension Reduction Using Genetic Programming},
pages={160--170},
volume={4830},
publisher={Springer},
location={Gold Coast, Australia},
year={2007},
url={http://dx.doi.org/10.1007/978-3-540-76928-6_18},
booktitle={Proceedings of the 20th Australian Joint Conference on Artificial Intelligence, Lecture Notes in Artificial Intelligence}
}
@inproceedings{Patterson2007Fitness,
author={Patterson, Grant and Zhang, Mengjie},
title={Fitness Functions in Genetic Programming for Classification with Unbalanced Data},
pages={769--775},
year={2007},
url={http://dx.doi.org/10.1007/978-3-540-76928-6_90},
booktitle={Proceedings of the 20th Australian Joint Conference on Artificial Intelligence, Lecture Notes in Artificial Intelligence},
volume={4830},
publisher={Springer},
location={Gold Coast, Australia}
}
@inproceedings{Wong2007Effects,
author={Wong, Phillip and Zhang, Mengjie},
title={Effects of program simplification on simple building blocks in Genetic Programming},
pages={1570--1577},
year={2007},
url={http://dx.doi.org/10.1109/CEC.2007.4424660},
booktitle={IEEE Congress on Evolutionary Computation},
location={Singapore},
organization={IEEE Press},
}
@inproceedings{Xie2007Genetic,
author={Xie, Huayang and Zhang, Mengjie and Andreae, Peter},
title={Genetic Programming for New Zealand CPI Inflation Prediction},
pages={2538--2545},
year={2007},
url={http://dx.doi.org/10.1109/CEC.2007.4424790},
booktitle={IEEE Congress on Evolutionary Computation},
location={Singapore},
organization={IEEE Press},
}
@inproceedings{Xie2007Ananaly,
author={Xie, Huayang and Zhang, Mengjie and Andreae, Peter},
title={An analysis of depth of crossover points in tree-based Genetic Programming},
pages={4561--4568},
year={2007},
url={http://dx.doi.org/10.1109/CEC.2007.4425069},
booktitle={IEEE Congress on Evolutionary Computation},
location={Singapore},
organization={IEEE Press},
}
@inproceedings{D.2007Empirica,
author={Smart, William D. and Andreae, Peter and Zhang, Mengjie},
title={Empirical Analysis of GP Tree-Fragments},
pages={55--67},
year={2007},
url={http://dx.doi.org/10.1007/978-3-540-71605-1_6},
booktitle={Proceedings of the 2007 European Conference on Genetic Programming},
volume={4445},
publisher={Springer}
}
@inproceedings{Zhang2007Genetic,
author={Zhang, Mengjie and Fogelberg, Christopher},
title={Genetic Programming for Image Recognition: An LGP Approach},
pages={340--350},
year={2007},
url={http://dx.doi.org/10.1007/978-3-540-71805-5_37},
booktitle={Lecture Notes in Computer Science (IASP 2007)},
volume={4448},
publisher={Springer},
}
@inproceedings{Krawiec2007Overview,
author={Krawiec, Krzysztof and Howard, Daniel and Zhang, Mengjie},
title={Overview of Object Detection and Image Analysis by Means of Genetic Programming Techniques},
pages={779--784},
year={2007},
url={http://doi.ieeecomputersociety.org/10.1109/FBIT.2007.148},
booktitle={Proceedings of the 2007 International Conference Frontiers in the Convergence of Bioscience and Information Technologies},
location={Jeju Island, Korea},
organization={IEEE Press},
}
@inproceedings{Xie2007Another,
author={Xie, Huayang and Zhang, Mengjie and Andreae, Peter},
title={Another investigation on tournament selection: modelling and visualisation},
pages={1468--1475},
year={2007},
url={http://doi.acm.org/10.1145/1276958.1277226},
booktitle={Proceedings of Genetic and Evolutionary Computation Conference},
organization={ACM Press},
}
@inproceedings{Xie2007Ananaly,
author={Xie, Huayang and Zhang, Mengjie and Andreae, Peter},
title={An analysis of constructive crossover and selection pressure in genetic programming},
pages={1739--1748},
year={2007},
url={http://doi.acm.org/10.1145/1276958.1277297},
booktitle={Proceedings of Genetic and Evolutionary Computation Conference},
organization={ACM Press},
}
@inproceedings{Lee-Ming2007Numerica,
author={Wong, Phillip Lee-Ming and Zhang, Mengjie},
title={Numerical-node building block analysis of genetic programming with simplification},
pages={1761},
year={2007},
url={http://doi.acm.org/10.1145/1276958.1277311},
booktitle={Proceedings of Genetic and Evolutionary Computation Conference},
organization={ACM Press},
}
@article{Zhang2006Genetic,
author={Zhang, Mengjie and Lett, Malcolm},
title={Genetic Programming for Object Detection: Improving Fitness Functions and Optimising Training Data},
journal={IEEE Intelligent Informatics Bulletin},
volume={7},
number={1},
pages={12--21},
pdf={http://www.comp.hkbu.edu.hk/~cib/2006/Dec/iib_vol7no1_article2.pdf},
year={2006}
}
@article{Zhang2006UsingGa,
author={Zhang, Mengjie and Smart, William D.},
title={Using Gaussian distribution to construct fitness functions in genetic programming for multiclass object classification},
journal={Pattern Recognition Letters},
volume={27},
number={11},
pages={1266--1274},
year={2006},
url={http://dx.doi.org/10.1016/j.patrec.2005.07.024}
}
@inproceedings{Zhang2006GPforO,
author={Zhang, Mengjie and Gao, Xiaoying and Lou, Weijun},
title={GP for Object Classification: Brood Size in Brood Recombination Crossover},
pages={274--284},
volume={4304},
publisher={Springer},
year={2006},
url={http://dx.doi.org/10.1007/11941439_31},
booktitle={Proceedings of the 19th Australian Joint Conference on Artificial Intelligence, Lecture Notes in Computer Science}
}
@inproceedings{Xie2006Populati,
author={Xie, Huayang and Zhang, Mengjie and Andreae, Peter},
title={Population Clustering in Genetic Programming},
pages={190--201},
year={2006},
url={http://dx.doi.org/10.1007/11729976_17},
booktitle={Proceedings of the 2006 European Conference on Genetic Programming},
volume={3905},
publisher={Springer}
}
@inproceedings{Xie2006Genetic,
author={Xie, Huayang and Zhang, Mengjie and Andreae, Peter},
title={Genetic Programming for Automatic Stress Detection in Spoken English},
pages={460--471},
year={2006},
url={http://dx.doi.org/10.1007/11732242_41},
booktitle={Evolutionary Computation in Image Analysis and Signal Processing. Lecture Notes in Computer Science},
volume={3907},
publisher={Springer}
}
@inproceedings{Zhang2006Localisa,
author={Zhang, Mengjie and Lett, Malcolm},
title={Localisation Fitness in GP for Object Detection},
pages={472--483},
year={2006},
volume={3907},
publisher={Springer},
url={http://dx.doi.org/10.1007/11732242_42},
booktitle={Evolutionary Computation in Image Analysis and Signal Processing. Lecture Notes in Computer Science}
}
@inproceedings{Wong2006Algebrai,
author={Wong, Phillip and Zhang, Mengjie},
title={Algebraic simplification of GP programs during evolution},
pages={927--934},
year={2006},
url={http://doi.acm.org/10.1145/1143997.1144156},
booktitle={Proceedings of Genetic and Evolutionary Computation Conference},
organization={ACM Press}
}
@inproceedings{Xie2006Automati,
author={Xie, Huayang and Zhang, Mengjie and Andreae, Peter},
title={Automatic Selection Pressure Control in Genetic Programming},
pages={435--440},
year={2006},
url={http://doi.ieeecomputersociety.org/10.1109/ISDA.2006.116},
booktitle={Proceedings of the sixth International Conference on Intelligent System Design and Applications (1)},
location={Beijing, China},
organization={IEEE Press}
}
@inproceedings{zhang2004multiple,
title={A multiple-output program tree structure in genetic programming},
author={Zhang, Yun and Zhang, Mengjie},
booktitle={Proceedings of 2004 Asia-Pacific Workshop on Genetic Programming},
year={2004},
editor={R. McKay}
pages={12}
}
@inproceedings{smart2004multiple,
title={Continuously Evolving Programs in Genetic Programming Using Gradient Descent},
author={Smart, Will and Zhang, Mengjie},
booktitle={Proceedings of 2004 Asia-Pacific Workshop on Genetic Programming},
year={2004},
editor={R. McKay}
pages={16}
}
@inproceedings{smart2004tracking,
title={Tracking Object Positions in Real-time Video using Genetic Programming},
author={Smart, Will and Zhang, Mengjie},
booktitle={Proceedings of Image and Vision Computing International Conference},
pages={113--118},
year={2004}
}
@inproceedings{lett2004new,
title={New fitness functions in genetic programming for object detection},
author={Lett, Malcolm and Zhang, Mengjie},
booktitle={Proceeding of Image and Vision Computing International Conference, Akaroa, New Zealand, Lincoln, Landcare Research},
pages={441--446},
year={2004}
}
@inproceedings{zhang2004new,
title={A New Program Structure in Genetic Programming for Object Classification},
author={Zhang, Yun and Zhang, Mengjie},
booktitle={Proceeding of Image and Vision Computing NZ International Conference},
pages={459},
year={2004},
pdf={http://homepages.mcs.vuw.ac.nz/~mengjie/papers/1052-yun-meng-ivcnz04.pdf}
}
@inproceedings{Zhang2006Investig,
author={Zhang, Mengjie and Gao, Xiaoying and Lou, Weijun and Qian, Dongping},
title={Investigation of Brood Size in GP with Brood Recombination Crossover for Object Recognition},
pages={923--928},
year={2006},
url={http://dx.doi.org/10.1007/11801603_107},
booktitle={Proceedings of 2006 Pacific Rim International Conference on Artificial Intelligence },
volume={4099},
publisher={Springer}
}
@inproceedings{Zhang2006OnlineP,
author={Zhang, Mengjie and Wong, Phillip and Qian, Dongping},
title={Online Program Simplification in Genetic Programming},
pages={592--600},
year={2006},
url={http://dx.doi.org/10.1007/11903697_75},
booktitle={Proceedings of the 6th International Conference on Simulated Evolution And Learning},
volume={4247},
publisher={Springer}
}
@inproceedings{Zhang2006Refining,
author={Zhang, Mengjie and Lett, Malcolm and Ma, Yuejin},
title={Refining Fitness Functions and Optimising Training Data in GP for Object Detection},
pages={601--608},
year={2006},
url={http://dx.doi.org/10.1007/11903697_76},
booktitle={Proceedings of the 6th International Conference on Simulated Evolution And Learning},
volume={4247},
publisher={Springer}
}
@inproceedings{Fogelberg2005LinearG,
author={Fogelberg, Christopher and Zhang, Mengjie},
title={Linear Genetic Programming for Multi-class Object Classification},
pages={369--379},
year={2005},
url={http://dx.doi.org/10.1007/11589990_39},
booktitle={Proceedings of the 18th Australian Joint Conference on Artificial Intelligence, Lecture Notes in Computer Science},
volume={3809},
publisher={Springer},
}
@inproceedings{Chen2005Evolving,
author={Chen, Guang and Zhang, Mengjie},
title={Evolving While-Loop Structures in Genetic Programming for Factorial and Ant Problems},
pages={1079--1085},
year={2005},
url={http://dx.doi.org/10.1007/11589990_144},
booktitle={Proceedings of the 18th Australian Joint Conference on Artificial Intelligence, Lecture Notes in Computer Science},
volume={3809},
publisher={Springer},
}
@inproceedings{D.2005UsingGe,
author={Smart, William D. and Zhang, Mengjie},
title={Using Genetic Programming for Multiclass Classification by Simultaneously Solving Component Binary Classification Problems},
pages={227--239},
year={2005},
url={http://dx.doi.org/10.1007/978-3-540-31989-4_20},
booktitle={Proceedings of the 2005 European Conference on Genetic Programming},
volume={3447},
publisher={Springer},
}
@inproceedings{Zhang2005Learning,
author={Zhang, Mengjie and Smart, William D.},
title={Learning Weights in Genetic Programs Using Gradient Descent for Object Recognition},
pages={417--427},
year={2005},
url={http://dx.doi.org/10.1007/978-3-540-32003-6_42},
booktitle={Evolutionary Computation in Image Analysis and Signal Processing. Lecture Notes in Computer Science}
volume={3449},
publisher={Springer},
}
@inproceedings{Zhang2005Program,
author={Zhang, Mengjie and Zhang, Yun and Smart, William D.},
title={Program Simplification in Genetic Programming for Object Classification},
pages={988--996},
year={2005},
url={http://dx.doi.org/10.1007/11553939_139},
booktitle={KES (3)},
volume={3683},
publisher={Springer},
}
@article{Zhang2004NeuralN,
author={Zhang, Mengjie and Ciesielski, Victor},
title={Neural Networks And Genetic Algorithms For Domain Independent Multiclass Object Detection},
journal={International Journal of Computational Intelligence and Applications},
volume={4},
number={1},
pages={77--108},
year={2004},
url={http://dx.doi.org/10.1142/S146902680400115X}
}
@inproceedings{D.2004Applying,
author={Smart, William D. and Zhang, Mengjie},
title={Applying Online Gradient Descent Search to Genetic Programming for Object Recognition},
pages={133--138},
year={2004},
url={http://crpit.com/confpapers/CRPITV32Smart.pdf},
booktitle={Australian Computer Science Communications (Data mining, CRPIT 32)},
volume={26},
number={7}
}
@inproceedings{smart2003classification,
title={Classification strategies for image classification in genetic programming},
author={Smart, Will and Zhang, Mengjie},
booktitle={Proceedings of image and vision computing conference},
pages={402--407},
year={2003},
location={Palmerston North, New Zealand}
}
@inproceedings{Zhang2004Genetic,
author={Zhang, Mengjie and Smart, William D.},
title={Genetic Programming with Gradient Descent Search for Multiclass Object Classification},
pages={399--408},
year={2004},
url={http://dx.doi.org/10.1007/978-3-540-24650-3_38},
booktitle={Proceedings of the 7th European Conference on Genetic Programming},
volume={3003},
publisher={Springer},
}
@inproceedings{Zhang2004Multicla,
author={Zhang, Mengjie and Smart, William D.},
title={Multiclass Object Classification Using Genetic Programming},
pages={369--378},
year={2004},
url={http://dx.doi.org/10.1007/978-3-540-24653-4_38},
booktitle={Evolutionary Computation in Image Analysis and Signal Processing. Lecture Notes in Computer Science},
volume={3005},
publisher={Springer},
}
@inproceedings{Zhang2004Program,
author={Zhang, Mengjie and Bhowan, Urvesh},
title={Program Size and Pixel Statistics in Genetic Programming for Object Detection},
pages={379--388},
year={2004},
url={http://dx.doi.org/10.1007/978-3-540-24653-4_39},
booktitle={Evolutionary Computation in Image Analysis and Signal Processing. Lecture Notes in Computer Science},
volume={3005},
publisher={Springer},
}
@inproceedings{Zhang2004ATwoPh,
author={Zhang, Mengjie and Andreae, Peter and Bhowan, Urvesh},
title={A Two Phase Genetic Programming Approach to Object Detection},
pages={224--231},
year={2004},
url={http://dx.doi.org/10.1007/978-3-540-30134-9_32},
booktitle={The Eighth Internatioanl Conference on Knowledge Based Intelligent Information and Engineering Systems, Lecture Notes in Artificial Intelligence},
volume={3215},
publisher={Springer},
}
@inproceedings{D.2004Probabil,
author={Smart, William D. and Zhang, Mengjie},
title={Probability Based Genetic Programming for Multiclass Object Classification},
pages={251--261},
year={2004},
url={http://dx.doi.org/10.1007/978-3-540-28633-2_28},
booktitle={Proceedings of 2004 Pacific Rim International Conference on Artificial Intelligence },
volume={3157},
publisher={Springer},
}
@article{Zhang2003ADomain,
author={Zhang, Mengjie and Ciesielski, Victor and Andreae, Peter},
title={A Domain-Independent Window Approach to Multiclass Object Detection Using Genetic Programming},
journal={EURASIP Journal on Applied Signal Processing},
volume={2003},
number={8},
pages={841--859},
year={2003},
url={http://dx.doi.org/10.1155/S1110865703303063},
}
@inproceedings{Zhang2003PixelSt,
author={Zhang, Mengjie and Andreae, Peter and Pritchard, Mark},
title={Pixel Statistics and False Alarm Area in Genetic Programming for Object Detection},
pages={455--466},
year={2003},
url={http://dx.doi.org/10.1007/3-540-36605-9_42},
booktitle={Evolutionary Computation in Image Analysis and Signal Processing. Lecture Notes in Computer Science},
volume={2611},
publisher={Springer},
}
@inproceedings{Zhang1999Genetic,
author={Zhang, Mengjie and Ciesielski, Victor},
title={Genetic Programming for Multiple Class Object Detection},
pages={180--192},
year={1999},
url={http://dx.doi.org/10.1007/3-540-46695-9_16},
booktitle={Australian Joint Conference on Artificial Intelligence},
volume={1747},
location={Sydney, Australia},
publisher={Springer-Verlag},
address={Berlin Heidelberg}
}
@inproceedings{Zhang1999UsingBa,
author={Zhang, Mengjie and Ciesielski, Victor},
title={Using Back Propagation Algorithm and Genetic Algorithm to Train and Refine Neural Networks for Object Detection},
pages={626--635},
year={1999},
url={http://dx.doi.org/10.1007/3-540-48309-8_58},
booktitle={DEXA},
location={Florence, Italy},
volume={1677},
publisher={Springer-Verlag},
}
@inproceedings{naqvi2013optimizing,
title={Optimizing visual attention models for predicting human fixations using Genetic Algorithms},
author={Naqvi, Syed S and Browne, Will N and Hollitt, Christopher},
booktitle={Evolutionary Computation (CEC), 2013 IEEE Congress on},
pages={1302--1309},
url={http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6557715},
year={2013},
organization={IEEE}
}