+@article{cds13:ij,
+inhal = {no},
+domainehal = {INFO:INFO_DC, INFO:INFO_CR, INFO:INFO_MO},
+equipe = {and},
+classement = {ACLI},
+impact-factor ={1.255},
+isi-acro = {MECHATRONICS},
+author = {Couchot, Jean-Fran\c{c}ois and Deschinkel, Karine and Salomon, Michel},
+title = {Active {MEMS}-based flow control using artificial neural network},
+journal = {Mechatronics},
+volume = 23,
+number = 7,
+pages = {898--905},
+doi = {10.1016/j.mechatronics.2013.02.010},
+url = {http://dx.doi.org/10.1016/j.mechatronics.2013.02.010},
+abstract = {These last years several research works have studied the application of Micro-Electro-Mechanical Systems (MEMS) for aerodynamic active flow control. Controlling such MEMS-based systems remains a challenge. Among the several existing control approaches for time varying systems, many of them use a process model representing the dynamic behavior of the process to be controlled. The purpose of this paper is to study the suitability of an artificial neural network first to predict the flow evolution induced by MEMS, and next to optimize the flow w.r.t. a numerical criterion. To achieve this objective, we focus on a dynamic flow over a backward facing step where MEMS actuators velocities are adjusted to maximize the pressure over the step surface. The first effort has been to establish a baseline database provided by computational fluid dynamics simulations for training the neural network. Then we investigate the possibility to control the flow through MEMS configuration changes. Results are promising, despite slightly high computational times for real time application.},
+publisher = {Elsevier},
+month = oct,
+year = 2013,
+note = {Available online. Paper version to appear},
+
+}
+
+
+@inproceedings{cds12:ip,
+inhal = {no},
+domainehal = {INFO:INFO_DC, INFO:INFO_CR, INFO:INFO_MO},
+equipe = {and},
+classement = {ACTI},
+author = {Couchot, Jean-Fran\c{c}ois and Deschinkel, Karine and Salomon, Michel},
+title = {Suitability of Artificial Neural Network for {MEMS}-based Flow Control},
+booktitle = {dMEMS 2012, Workshop on design, control and software implementation for distributed MEMS},
+pages = {1--6},
+editor = {Bourgeois, Julien and de Labachelerie, Michel},
+address = {Besan\c{c}on, France},
+publisher = {IEEE CPS},
+month = apr,
+year = 2012,
+
+}
+
+
+@article{bcgs12:ij,
+inhal = {no},
+domainehal = {INFO:INFO_DC, INFO:INFO_CR, INFO:INFO_MO},
+equipe = {and},
+classement = {ACLI},
+impact-factor ={2.081},
+isi-acro = {CHAOS},
+author = {Bahi, Jacques and Couchot, Jean-Fran\c{c}ois and Guyeux, Christophe and Salomon, Michel},
+title = {Neural Networks and Chaos: Construction, Evaluation of Chaotic Networks, and Prediction of Chaos with MultiLayer Feedforward Network},
+journal = {Chaos, An Interdisciplinary Journal of Nonlinear Science},
+volume = 22,
+number = 1,
+pages = {013122-1 -- 013122-9},
+doi = {10.1063/1.3685524},
+url = {http://dx.doi.org/10.1063/1.3685524},
+publisher = {American Institute of Physics},
+month = mar,
+year = 2012,
+note = {9 pages},
+
+}
+
+
+@inproceedings{bgs11:ip,
+inhal = {no},
+domainehal = {INFO:INFO_DC, INFO:INFO_CR, INFO:INFO_MO},
+equipe = {and},
+classement = {ACTI},
+author = {Bahi, Jacques M. and Guyeux, Christophe and Salomon, Michel},
+title = {Building a Chaotic Proven Neural Network},
+booktitle = {ICCANS 2011, IEEE Int. Conf. on Computer Applications and Network Security},
+address = {Maldives, Maldives},
+month = may,
+year = 2011,
+}
+
+@ARTICLE{guyeux09,
+ author = {Bahi, Jacques M. and Guyeux, Christophe},
+ title = {Hash Functions Using Chaotic Iterations},
+ journal = {Journal of Algorithms \& Computational Technology},
+ year = {2010},
+ volume = {4},
+ pages = {167--181},
+ number = {2},
+ classement = {ACLNI},
+ domainehal = {INFO:INFO_DC, INFO:INFO_CR, INFO:INFO_MO},
+ equipe = {and},
+ impact-factor = {#},
+ inhal = {no},
+ isi-acro = {#}
+}
+
+
+
+@PHDTHESIS{GuyeuxThese10,
+ author = {Christophe Guyeux},
+ title = {Le d\'{e}sordre des it\'{e}rations chaotiques et leur utilit\'{e}
+ en s\'{e}curit\'{e} informatique},
+ school = {Universit\'{e} de Franche-Comt\'{e}},
+ year = {2010},
+ owner = {christophe},
+ timestamp = {2010.12.21}
+}
+
+@INPROCEEDINGS{gfb10:ip,
+ author = {Guyeux, Christophe and Friot, Nicolas and Bahi, Jacques M.},
+ title = {Chaotic iterations versus Spread-spectrum: chaos and stego security},
+ booktitle = {IIH-MSP'10, 6-th International Conference on Intelligent Information Hiding and
+ Multimedia Signal Processing},
+ year = {2010},
+ pages = {208--211},
+ address = {Darmstadt, Germany},
+ month = oct,
+ classement = {ACTI},
+ domainehal = {INFO:INFO_DC, INFO:INFO_CR, INFO:INFO_MO},
+ equipe = {and},
+ inhal = {no}
+}
+
+
+@ARTICLE{Adler65,
+ author = {R. L. Adler and A. G. Konheim and M. H. McAndrew},
+ title = {Topological entropy},
+ journal = {Transactions of the American Mathematical Society},
+ year = {1965},
+ volume = {114},
+ pages = {309-319},
+ owner = {guyeux},
+ timestamp = {2008.05.29}
+}
+
+@ARTICLE{Bowen,
+ author = {Rufus Bowen},
+ title = {Entropy for group endomorphisms and homogeneous spaces},
+ journal = {Transactions of the American Mathematical Society},
+ year = {1971},
+ volume = {153},
+ pages = {401-414},
+ owner = {guyeux},
+ timestamp = {15/02/2008}
+}
+
+@article{10.1109/CIMSiM.2010.36,
+author = {Jiri Holoska and Zuzana Oplatkova and Ivan Zelinka and Roman Senkerik},
+title = {Comparison between Neural Network Steganalysis and Linear Classification Method Stegdetect},
+journal ={Computational Intelligence, Modelling and Simulation, International Conference on.},
+volume = {0},
+year = {2010},
+pages = {15-20},
+doi = {http://doi.ieeecomputersociety.org/10.1109/CIMSiM.2010.36},
+publisher = {IEEE Computer Society},
+address = {Los Alamitos, CA, USA},
+}
+@article{10.1109/ICME.2003.1221665,
+author = {Liu Shaohui and Yao Hongxun and Gao Wen},
+title = {Neural network based steganalysis in still images},
+journal ={Multimedia and Expo, IEEE International Conference on},
+volume = {2},
+year = {2003},
+pages = {509-512},
+doi = {http://doi.ieeecomputersociety.org/10.1109/ICME.2003.1221665},
+publisher = {IEEE Computer Society},
+address = {Los Alamitos, CA, USA},
+}
+
+@ARTICLE{Sullivan06steganalysisfor,
+ author = {Sullivan, Kenneth and Madhow,Upamanyu and Chandrasekaran,Shivkumar and Manjunath,B. S. },
+ title = {Steganalysis for Markov cover data with applications to images},
+ journal = {IEEE Transactions on Information Forensics and Security},
+ year = {2006},
+ volume = {1},
+ pages = {275--287}
+}
+
+
+@misc{Gray47,
+year=1953,
+author = "Gray, Frank",
+title = "Pulse code communication",
+note = "{US} Patent 2,632,058, March 17 1953,(filed November 13 1947)"}
+
+
+
+
+@INPROCEEDINGS{guyeux10ter,
+ author = {Bahi, Jacques M. and Guyeux, Christophe},
+ title = {A new chaos-based watermarking algorithm},
+ booktitle = {SECRYPT'10, International Conference on Security
+and Cryptography},
+ year = {2010},
+ pages = {455--458},
+ address = {Athens, Greece},
+ month = jul,
+ publisher = {SciTePress},
+ classement = {ACTI},
+ domainehal = {INFO:INFO_DC, INFO:INFO_CR, INFO:INFO_MO},
+ equipe = {and},
+ inhal = {no}
+}
+
+
+@inproceedings{Qiao:2009:SM:1704555.1704664,
+ author = {Qiao, Mengyu and Sung, Andrew H. and Liu, Qingzhong},
+ title = {Steganalysis of MP3Stego},
+ booktitle = {Proceedings of the 2009 international joint conference on Neural Networks},
+ series = {IJCNN'09},
+ year = {2009},
+ location = {Atlanta, Georgia, USA},
+ pages = {2723--2728},
+ numpages = {6},
+ publisher = {IEEE Press}
+}
+
+@inproceedings{CouchotD07IFM,
+inhal = {no},
+domainehal = {INFO:INFO_SE, INFO:INFO_MO},
+equipe = {ie},
+classement = {*},
+author = {Couchot, Jean-Fran\c{c}ois and Dadeau, Fr\'ed\'eric},
+title = {Guiding the Correction of Parameterized Specifications},
+booktitle = {IFM'07, 6th Int. Conf. on Integrated Formal Methods},
+pages = {176--194},
+series = {LNCS},
+volume = 4591,
+publisher = {Springer},
+doi = {10.1007/978-3-540-73210-5_10},
+url = {http://dx.doi.org/10.1007/978-3-540-73210-5_10},
+address = {Oxford, UK},
+month = jul,
+year = 2007,
+
+}
+
+@inproceedings{couchot07FTP,
+inhal = {no},
+equipe = {and},
+classement = {*},
+author = {Couchot, Jean-Fran\c{c}ois and Hubert, T.},
+title = {A Graph-based Strategy for the Selection of Hypotheses},
+booktitle = {FTP'07, Int. Workshop on First-Order Theorem Proving},
+address = {Liverpool, UK},
+month = sep,
+year = 2007,
+
+}
+
+
+@inproceedings{cgs09:ip,
+inhal = {inria},
+domainehal = {INFO:INFO_SE, INFO:INFO_MO},
+equipe = {ie},
+classement = {ACTI},
+author = {Couchot, Jean-Fran\c{c}ois and Giorgetti, Alain and Stouls, Nicolas},
+title = {{G}raph {B}ased {R}eduction of {P}rogram {V}erification {C}onditions},
+abstract = {{I}ncreasing the automaticity of proofs in deductive verification of {C} programs is a challenging task. {W}hen applied to industrial {C} programs known heuristics to generate simpler verification conditions are not efficient enough. {T}his is mainly due to their size and a high number of irrelevant hypotheses. {T}his work presents a strategy to reduce program verification conditions by selecting their relevant hypotheses. {T}he relevance of a hypothesis is determined by the combination of a syntactic analysis and two graph traversals. {T}he first graph is labeled by constants and the second one by the predicates in the axioms. {T}he approach is applied on a benchmark arising in industrial program verification.},
+affiliation = {{L}aboratoire d'{I}nformatique de l'{U}niversit{\'e} de {F}ranche-{C}omt{\'e} - {LIFC} - {INRIA} - {U}niversit{\'e} de {F}ranche-{C}omt{\'e} - {AMAZONES} - {CITI} {I}nsa {L}yon / {INRIA} {G}renoble {R}h{\^o}ne-{A}lpes - {INSA} - {I}nstitut {N}ational des {S}ciences {A}ppliqu{\'e}es - {INRIA} },
+booktitle = {AFM'09, {A}utomated {F}ormal {M}ethods (colocated with {CAV}'09)},
+publisher = {ACM Press},
+pages = {40--47},
+url = {http://arxiv.org/abs/0907.1357},
+otherUrl = {http://hal.inria.fr/inria-00402204},
+address = {Grenoble, France},
+editor = {Hassen Sa\"{i}di and N. Shankar},
+year = 2009,
+
+}
+
+
+
+@inproceedings{couchot07cade,
+inhal = {no},
+equipe = {and},
+classement = {*},
+author = {Couchot, Jean-Fran\c{c}ois and Lescuyer, S.},
+title = {Handling Polymorphism in Automated Deduction},
+booktitle = {CADE'07, 21st Int. Conf. on Automated Deduction},
+pages = {263--278},
+series = {LNCS},
+volume = 4603,
+publisher = {Springer},
+isbn = {978-3-540-73594-6},
+doi = {10.1007/978-3-540-73595-3_18},
+url = {http://dx.doi.org/10.1007/978-3-540-73595-3_18},
+address = {Bremen, Germany},
+month = jul,
+year = 2007,
+
+}
+
+
+
+
+
+
+
+@inproceedings{BCDG07,
+inhal = {no},
+domainehal = {INFO:INFO_SE, INFO:INFO_MO},
+equipe = {vesontio},
+classement = {ACTI},
+author = {Bouquet, Fabrice and Couchot, Jean-Fran\c{c}ois and Dadeau, Fr\'ed\'eric and Giorgetti, Alain},
+title = {Instantiation of Parameterized Data Structures for Model-Based Testing},
+booktitle = {B'2007, the 7th Int. B Conference},
+pages = {96--110},
+series = {LNCS},
+volume = 4355,
+publisher = {Springer},
+doi = {10.1007/11955757_10},
+url = {http://dx.doi.org/10.1007/11955757_10},
+editor = {Julliand, Jacques and Kouchnarenko, Olga},
+address = {Besancon, France},
+month = jan,
+year = 2007,
+
+}
+
+
