Reviewed Papers
Submitted Papers
Technical Reports
 

2002 PhD Thesis

T1. " Asynchronously Solving Problems with Privacy Requirements", PhD Thesis, Swiss Federal Institute of Technology (EPFL); referees:Christian Bessiere,Boi Faltings, Karl Aberer, Makoto Yokoo; jury presidents Rachid Geraoui&Martin Oderski;2002

Reviewed Papers


2021
Timothy Atkinson, Marius Silaghi; Bayesian Networks for software testing; FLAIRS 2021
Akram Alghanmi, Samantha Eaton, Kleanthis Zisis Tegos, Sagar Vilas Jagtap, Godwyll Aikins, Neda Keivandarian, Ran Bi, Marius Silaghi; Refinement of Probabilistic Models for the NAO Robot in a Labyrinth; FCRAR 2021 2020
2019
Arianit Maraj, Timothy Atkinson, Marius Silaghi; Learning strategies for power attacks on Wi-Fi Direct group formation; Internet of Things (IOT) Track; Proceedings of the 33 International Florida Artificial Intelligence Research Society Conference (FLAIRS); pages 257-262; 2019

Kholud Alghamdi, Jesse Torres, Justin Burden, Venkata Maddineni, Roba Alharbi, Tejeswar Neelam, Peter Tarsoly, Abdullah AlHaif, Joseph Nke, Soham Jadhav, Sai Dodle, Marius Silaghi; Towards Sensor and Motion Measurements Databases for Training Models for the NAO Robot; Proceedings of the Florida Conference on Recent Advances in Robotics (FCRAR); fcrar.org/program/proceedings; 7 pages; 2019

Layla Alarifi, Rajaa Rahil, Marius Silaghi; Robots That Successfully Elicit Help from Humans; Proceedings of the Florida Conference on Recent Advances in Robotics (FCRAR); fcrar.org/program/proceedings; 7 pages; 2019

Rajaa Rahil, Layla Alarifi, Walter Bond, Marius Silaghi; Human-Robot Plan Communication Strategies; Proceedings of the Florida Conference on Recent Advances in Robotics (FCRAR); fcrar.org/program/proceedings; 5 pages; 2019

Rania Bamagain, Marius Silaghi; Increasing User Confidence in Privacy-Sensitive Robots; Proceedings of the Florida Conference on Recent Advances in Robotics (FCRAR); fcrar.org/program/proceedings; 12 pages; 2019

Wesam Eid, Timothy Atkinson, Marius Silaghi; Software Agent Architecture for Speeding Up Super Singular Isogeny-based Diffie-Hellman; abstract and poster in Proceedings of the 33 International Florida Artificial Intelligence Research Society Conference (FLAIRS); page 513; 2019

Badria Alfurhood, Marius Silaghi; A Group Decision Making Emoji Wall; abstract and poster in Proceedings of the 33 International Florida Artificial Intelligence Research Society Conference (FLAIRS); page 509; 2019

Rajaa Rahil, Layla Alarifi, Marius Silaghi; Plan Communication to Robots; abstract and poster in Proceedings of the 33 International Florida Artificial Intelligence Research Society Conference (FLAIRS); page 518; 2019

Layla Alarifi, Rajaa Rahil, Marius Silaghi; How Can Robots Successfully Elicit Help from Humans; abstract and poster in Proceedings of the 33 International Florida Artificial Intelligence Research Society Conference (FLAIRS); page 509; 2019

Rania Bamagain, Marius Silaghi; Towards Privacy-Sensitive Robots; abstract and poster in Proceedings of the 33 International Florida Artificial Intelligence Research Society Conference (FLAIRS); page 510; 2019
2018
Michael Person, Mathew Jensen, Anthony O. Smith, Nezamoddin Nezamoddini-Kachouie, Marius Silaghi; Real Time Road Lane Segmentation and Tracking System; FCRAR 2018

Ahmad Hasanain, Troy Weekes, Michael Person, Kepinski Paul, Yonghui Chang, Aaron Rothman, Zhu Rui, Rajaa Rahil, Muntaser Syed, Chris Wodd, Marius Silaghi; Models and Framework for Supporting Humanoid Robot Planning & Exploration; FCRAR 2018

Badria Alfurhood and Marius Silaghi; A Survey of Group Decision Making Methods and Evaluation Techniques; FLAIRS 2018

Badria Alfurhood and Marius Silaghi; Framing Impacts and Avoidance Techniques for Group Decision Support Systems; FLAIRS 2018

Timothy Atkinson and Marius Silaghi; Models and Inference Techniques for diagnosis of embedded components; FLAIRS 2018

Marius Silaghi, Badria Alfurhood and Timothy Atkinson; The Game of Chicken and Bitcoin Trading; FLAIRS 2018

Muntaser Syed, Marius Silaghi, Rajaa Rahil, Sam Kellar and Shakre Elmane; Cooperation Protocols for Ad-hoc Robot Teams Composition in Labyrinth Exploration; FLAIRS 2018

Matsui, Silaghi, Okimoto, Hirayama, Yokoo, Matsuo; Leximin Multiple Pbjective DCOPs on Factor Graphs for Preferences of Agents; Fundamenta Informaticae 158 (2018) 63-91


Julien Savaux, Julien Vion, Sylvain Piechowiak, Rene Mandiau, Toshihiro Matsui, Katsutoshi Hirayama, Makoto Yokoo, Shakre Elmane, and Marius Silaghi; Stochastic Game Modelling for Distributed Constraint Reasoning with Privacy; ISAIM 2018


2017

Toshihiro Matsui, Marius C. Silaghi, Katsutoshi Hirayama, Makoto Yokoo, and Hiroshi Matsuo; ''Study of Route Optimization Considering Bottlenecks and Fairness Among Partial Paths''; International Conference on Agents and Artificial Intelligence (ICAART) 2018

Pierre Larochelle, Marius Silaghi, Rus Vasile; AI as a 30+ Year Florida Statewide Strategic Initiative; to appear in IEEE Intelligent Informatics Bulletin, 2017

Roger Ballard, Timothy Atkinson, Taher Patanwala, Zubin Kadva, Zemeng Wang, Chimiao Wang, Zongqiao Liu, Rajaa Rahil, Marius C. Silaghi; "Information Theory to Optimize Plans for Intelligent Robotic Arm Search of Known Objects''; Florida Conference on Recent Advances in Robotics (FCRAR) 2017

Timothy K. Findling, Marius C. Silaghi; "Laser Curve Tracing for Robotic Arms''; Florida Conference on Recent Advances in Robotics (FCRAR) 2017

Julien Savaux, Julien Vion, Sylvain Piechowiak, Rene Mandiau, Katsutoshi Hirayama, Toshihiro Matsui, Makoto Yokoo, Shakre Elmane and Marius Silaghi; "Utilitarian Approach to Privacy in Distributed Constraint Optimization Problems"; FLAIRS-30 Autonomous Robots and Agents; 2017.

Marius Silaghi, Roussi Roussev and Badria Alfurhood; "Why do they vote that?"; FLAIRS-30; 2017

Roussi Roussev and Marius Silaghi; "A logic for making hard decisions"; FLAIRS-30 Track on Semantic and Logics; 2017

Julien Savaux, Julien Vion, Sylvain Piechowiak, Rene Mandiau, Toshihiro Matsui, Katsutoshi Hirayama, Makoto Yokoo, Shakre Elmane and Marius Silaghi; "Evaluation and Application of Utility-based Approaches to Privacy in Distributed Constrained Problems"; FLAIRS-30; 2017

Elmane Shakre, Badria Alfurhood, Timothy Atkinson, Khalid Alhamed, Julien Savaux, Rene Mandiau, Sylvain Piechowiak and Marius Silaghi; "Decentralized Decision Making in Dynamic Groups for Distributed Free and Open-Source Updating"; FLAIRS-30; 2017

Abdulrahman Alqahtani and Marius Silaghi; "Human-computer interaction in a debate decision support system"; FLAIRS-30; 2017

Timothy Atkinson and Marius Silaghi; "Distributed Trust for Intrusion Detection"; FLAIRS-30; 2017

Roussi Roussev and Marius Silaghi; "Application of Argumentation Logic for Decision on Bug Handling"; FLAIRS-30; 2017

Badria Alfurhood and Marius Silaghi; "Group Decision Making Mechanisms and Evaluation" FLAIRS-30; 2017

Toshihiro Matsui, Hiroshi Matsuo, Marius Silaghi, Katsutoshi Hirayama, and Makoto Yokoo; "Leximin Asymmetric Multiple Objective Distributed Constraint Optimization Problem''; Computational Intelligence; vol 0; num 0; Feb 2017

2016

Abdulrahman Alqahtani, Marius Silaghi; "Evaluation the Impact of Human Interaction/Debate on Online News to Improve User Interfaces for Debate Applications"; International Journal of Engineering Research and Applications (IJERA); vol 6 nr 1, part 3; January 2016

Savaux Julien, Vion J., Piechowiak S., Mandiau R., Mastui T., Yokoo M., Hirayama K., Elmane S., Silaghi M.; "DisCSPs with Privacy recast as Planning Problems for Self Interested Agents". IEEE/WIC/ACM International Conference on Web Intelligence (October, 13-16), pages 359-366; ISBN-13: 978-1-5090-4470-2, IEEE, Omaha, Nebraska, USA, October 2016.

Khalid Alhamed, Shakre Elmane, Markus Zanker, Marius Silaghi (2016). "P2P Meta-Recommenders: Aggregated Diversity Maximization as a Bulwark against Attacks on Reviewers". IEEE/WIC/ACM International Conference on Web Intelligence (October, 13-16), pages 208-215; ISBN-13: 978-1-5090-4470-2, IEEE, Omaha, Nebraska, USA, October.

Savaux Julien, Vion J., Piechowiak S., Mandiau R., Mastui T., Yokoo M., Hirayama K., Silaghi M. "Privacitè dans les DisCSP pour agents utilitaires''; 24e Journèes Francophones sur les Systèmes Multi-Agents (JFSMA 2016)", 5-7 October 2016, Saint Martin du Vivier (Rouen, France); pages 129-138.

Srinivasa Venkatesh, Marius C. Silaghi; "Optimizing Eye-in-Arm Robot for Localization of Known Objects''; Florida Conference on Recent Advances in Robotics (FCRAR) 2016

Timothy K. Findling, Marius C. Silaghi; "Laser Curve Tracing for Robotic Arms''; Florida Conference on Recent Advances in Robotics (FCRAR) 2016


Abdulrahman Alqahtani, Marius Silaghi; "Expectations for Electronic Debate Platforms as a Function of Application Domain"; International Journal of Engineering Research and Applications (IJERA); vol 6 nr 1, part 3; January 2016

Abdulrahman Alqahtani, Marius Silaghi; "Evaluations Techniques for Argumentation Architectures from the Perspective of Human Cognition"; FLAIRS-29; 2016

Abdulrahman Alqahtani, Marius Silaghi; "Comparing Domains of Application for Electronic Debate Platforms - Product Evaluation vs. Commented News"; Computational Science and Computational Intelligence; December, 2016

Marius Silaghi, Song Qin, Toshihiro Matsui, Makoto Yokoo and Katsutoshi Hirayama; "Bayesian Network-based Extension for PGP, Estimating Petition Support"; FLAIRS-29; 2016

2015

Toshihiro Matsui, Marius Silaghi, Katsutoshi Hirayama, Makoto Yokoo and Hiroshi Matsuo, ``Leximin Asymmetric Multiple Objective DCOP on Factor Graph'', PRIMA 2015

Rahul Vishen, Marius Silaghi, and Joerg Denzinger; "GPS Data Interpolation: Bezier bs Biarc for tracing vehicles trajectory"; Computational Geometry and Security; Calgary Canada 2015

Marius Silaghi, Khalid Alhamed, Ryan Stansifer; "Java Tool Extensions for Supporting Multiple Recommenders and Distributed Bundles"; Conference on Computational Science and Computational Intelligence (CSCI) 2015

Srinivasa Venkatesh, Marius Silaghi,; “Planning One-Eye-in-Arm Robot for Object Localization”; FCRAR 2015

Abdulrahman Alqahtani, Marius Silaghi; "Evaluation The Impact Of Human Interaction/Debate On Online News To Improve User Interfaces For Debate Applications";  CSCI 2015 (accepted)

Abdulrahman Alqahtani, Marius Silaghi; "Classification of Debate Threading Models for Representing Decentralized Debates"; ICAI 2015 (presentation)

Abdulrahman Alqahtani, Marius Silaghi; "User Interfaces for Representing Knowledge Stemming from Debates: Evaluating the Impact of Threading Models (Reviews) on Online Products"; ICAI 2015 (presentation)

2014.

Khalid Alhamed, Marius C. Silaghi, ``User Freedom: To Be or not to be supernode'', P2P 2014.

Song Qin, Marius C. Silaghi, Ihsan Hussien, Makoto Yokoo, Toshihiro Matsui, Katsutoshi Hirayama, "Open Census for Addressing False Identity Attacks in Agent-based Decentralized Social Networks", in AAMAS, Paris, France, 2014 (poster).

Song Qin, Marius Silaghi, Ronaldo Menezes, William Cheung,  Negative Implications of a Power-Law Distribution: A Study on Networks of Scientific Reviewers, 5th Workshop on Complex Networks (CompleNet), Bologna, Italy, 2014.

Toshihiro Matsui, Marius Silaghi, Katsutoshi Hirayama, Makoto Yokoo and Hiroshi Matsuo, ``Leximin Multiple Objective Optimization for Preferences of Agents'',  PRIMA 2014

2013.


Osamah Dhannoon, Rahul Vishen, Marius Silaghi, ``Content Dissemination Over VANET: Boosting Utility Based Heuristics Using Interests'' IEEE 2013 International Conference on Connected Vehicles & Expo", ICCVE 2013

Marius Silaghi, Khalid Alhamed, Osamah Dhannoon, Song Qin, Rahul Vishen, Ryan Knowles, Ihsan Hussien, Yi Yang, Toshihiro Matsui, Makoto Yokoo, Katsutoshi Hirayama, "DirectDemocracyP2P", P2P 2013

Khalid Alhamed, Marius Silaghi, Ihsan Hussien, Ryan Stansifer, and Yi Yang, ``'Stacking the Deck Attack on Software Updates': Solution by Distributed Recommendation of Testers'', Intelligent Agent Technology, IAT, Atlanta 2013

Song Qin, Marius C. Silaghi, Toshihiro Matsui, Makoto Yokoo, Katsutoshi Hirayama, ``Addressing False Identity Attacks in Action-based P2P Social Networks with an Open Census'', IAT 2013 Workshop on Social Web Intelligence (WOSWI), Altanta, Georgia, November, 2013

Song Qin, Marius Silaghi, Toshihiro Matsui, Makoto Yokoo, Katsutoshi Hirayama, ``Reputation System for Decentralized Population Census'', IJCAI 2013 Workshop on Incentives and Trust in E-Commerce (WIT-EC'13), Beijing, China, August, 2013

Song Qin, Marius Silaghi, Toshihiro Matsui, Makoto Yokoo, Katsutoshi Hirayama, ``P2P Decentralized Population Census'', Open Peer-Reviewed Workshop on Decentralized Coordination (DC 2013), Melbourne, Florida, US, April, 2013

Marius Silaghi, Song Qin, Khalid Alhamed, Toshihiro Matsui, Makoto Yokoo, Katsutoshi Hirayama, ``P2P Petition Drives and Deliberation of Shareholders'', Open Peer-Reviewed Workshop on Decentralized Coordination (DC 2013), Melbourne, Florida, US, April, 2013

Khalid Alhamed, Marius Silaghi, Ihsan Hussien, Yi Yang, ``Security by Decentralized Certification of Automatic-Updates for Open Source Software controlled by Volunteers'', Open Peer-Reviewed Workshop on Decentralized Coordination (DC 2013), Melbourne, Florida, US, April, 2013

Osamah Dhanoon, Rahul Vishen, Marius Silaghi, ``Protocol and Heuristics for Synchronizing Opinion Poll Items in Vehicular Ad-hoc Networks'', Open Peer-Reviewed Workshop on Decentralized Coordination (DC 2013), Melbourne, Florida, US, April, 2013

Khalid Alhamed, Marius Silaghi, ``Incentive Human-to-Human Chat Support Protocol'', Open Peer-Reviewed Workshop on Decentralized Coordination (DC 2013), Melbourne, Florida, US, April, 2013

Toshihiro Matsui, Marius Silaghi, Katsutoshi Hirayama, Makoto Yokoo, Hiroshi Matsuo, ``Embedding Preference Ordering for Single-phase Self-stabilizing DCOP Solvers'', PRIMA 2013

Toshihiro Matsui, Marius Silaghi, Katsutoshi Hirayama, Makoto Yokoo and Hiroshi Matsuo; Distributed Search Methods for Quantified Distributed Constraint Optimization Problem; Transactions of the Japanese Society for Artificial Intelligence; Vol 28; pp 43-56; 2013

2012.

Marius Silaghi, Song Qin, William Cheung, ``Open Peer-Review Experiment in the Decentralized Coordination Workshop''; IEEE Intelligent Informatics Bulletin, Vol. 13, Nr. 1, 2013.

Toshihiro Matsui, Marius Silaghi, Katsutoshi Hirayama, Makoto Yokoo and Hiroshi Matsuo,
``Distributed Search Method with Bounded Cost Vectors on Multiple Objective DCOPs'',  PRIMA 2012

Venkatesh Ramamoorthy, Marius C. Silaghi, Toshihiro Matsui, Katsutoshi Hirayama, and Makoto Yokoo, ``Soft Nonlinearity Constraints and their Lower-Arity Decomposition'' in International Symposium on Artificial Intelligence and Mathematics, 2012

2011.

Venkatesh Ramamoorthy, Marius C. Silaghi, Toshihiro Matsui, Katsutoshi Hirayama, and Makoto Yokoo, ``The design of cryptographic S-Boxes using CSPs'', in Proceedings of the International Conference on Principles and Practice of Constraint Programming (35\% acceptance rate), pp 54-68, Perugia, Italy, 2011, Best Application Paper Award

Toshihiro Matsui, Marius C. Silaghi, Katsutoshi Hirayama, Makoto Yokoo, Boi Faltings, and Hiroshi Matsuo, ``Reducing the Search Space of Resource Constrained DCOPs'',  in Proceedings of the International Conference on Principles and Practice of Constraint Programming (37\% acceptance rate), pp 576-590, Perugia, Italy, 2011

Venkatesh Ramamoorthy, Marius C. Silaghi, Toshihiro Matsui, Katsutoshi Hirayama, and Makoto Yokoo, ``Soft Nonlinearity Constraints and their Lower-Arity Decomposition'' in Proceedings of the Preferences and Soft Constraints (Soft 2011) Workshop at CP, Perugia, Italy, 2011

Venkatesh Ramamoorthy, Marius C. Silaghi, Toshihiro Matsui, Katsutoshi Hirayama, and Makoto Yokoo, ``Symmetries of Nonlinearity Constraints'' in Proceedings of the Symmetry in Constraint Satisfaction Problems (SymCon 2011) Workshop at CP, Perugia, Italy, 2011

2010.

"Analyzing YouTube"; Song Qin, Ronaldo Menezes, Marius Silaghi, in Symposium on Social Intelligence and Networking at SocialCom, 2010

``Coalition Structure Generation based on Distributed Constraint Optimization''; Suguru Ueda, Makoto Yokoo, Marius Silaghi, Atsushi Iwasaki, Katsutoshi Hirayama, Toshihiro Matsui, in AAAI 2010

 ``A Quantified Distributed Constraint Optimization Problem'';
Toshihiro Matsui, Makoto Yokoo, Satomi Baba, Marius Silaghi, Katsutoshi Hirayama, Hiroshi Matsuo, in AAMAS 2010.

 ``Cooperative Problem Solving against Adversary: Quantified Distributed Constraint Satisfaction Problem'';
Satomi Baba, Makoto Yokoo, Toshihiro Matsui, Atsushi Iwasaki, Marius Silaghi, Katsutoshi Hirayama, Naofumi Nishimura, in AAMAS 2010.

``AdCSP -- Cooperative Ad Auctions with Privacy Guarantees''; Roussi Roussev, Marius Silaghi, in 12th Workshop on Distributed Constraint Reasoning, AAMAS 2010

 ``Applying Soft Arc Consistency to Distributed Constraint Optimization Problem''; Toshihiro Matsui, Marius C. Silaghi, Katsutoshi Hirayama, Makoto Yokoo and Hiroshi Matsuo, Transactions of the Japanese Society for Artificial Intelligence, Vol. 25, No. 3, pp.410-422, 2010.

2009

``A Resource Constrained Distributed Constraint Optimization Method using Resource Constraint Free Pseudo-tree''; Toshihiro Matsui, Marius C. Silaghi, Katsutoshi Hirayama, Makoto Yokoo and Hiroshi Matsuo, Transactions of the Japanese Society for Artificial Intelligence, Vol. 24, No. 5, pp.417-427, 2009.

``Preparing Students for Internet-based Democratic Deliberation --- how to Debate electronically such that one can Decide''; Marius C. Silaghi, in Proceedings of International Symposium on Communication in Education, Baia-Mare, October 2009.

``Resource constrained distributed constraint optimization using resource constraint free pseudo-tree'';
Toshihiro Matsui, Marius Silaghi, Katsutoshi Hirayama, Makoto Yokoo, and Hiroshi Matsuo,  in AAMAS 2009.

"Directed Soft Arc Consistency in Pseudo-trees", Toshihiro Matsui, Marius Silaghi, Katsutoshi Hirayama, Makoto Yokoo, Hiroshi Matsuo, in AAMAS 2009

``Game Theoretical Modeling and Studies of Peer-Reviewing Methods''; Matthew J. Peterson, Marius C. Silaghi, Makoto Yokoo, International Symposium on Peer Reviewing, Vol I, pp 267-272, Orlando, 2009 (Technical Report) (ppt)

2008

78. "ADOPT-ing: Unifying Asynchronous Distributed Optimization with Asynchronous Backtracking", Marius C. Silaghi, Makoto Yokoo, (electronic version has appeared in November 2008) in Journal of Autonomous Agents and Multi-Agent Systems (JAAMAS), vol 19, nb. 2, pp. 89-123, November 2008.

77. (Best Paper Award) "A Distributed Generative CSP Framework for Multi-Site Product Configuration", M. Zanker, D. Jannach, Marius Silaghi, G. Friedrich, September 10, 2008 Cooperative Information Agents (CIA 2008).

76. "Constant cost of the computation-unit in efficiency graphs for DCOPs", Marius Silaghi, Rob Lass, Evan Sultanik, William Regli, Toshihiro Matsui, and Makoto Yokoo, Proceedings of IAT 2008

75.  "Distributed Private Constraint Optimization", Prashant Doshi, Toshihiro Matsui, Marius Silaghi, Makoto Yokoo, Markus Zanker, Proceedings of IAT 2008

74. "Distributed Constraint Reasoning", Silaghi, M.-C. and Yokoo, M., in Encyclopedia of Artificial Intelligence, Information Science Reference, ISBN 978-1-59904-849-9, (2008)

73. "Resource constrained distributed constraint optimization with virtual variables", Toshihiro Matsui, Hiroshi Matsuo, Marius Silaghi, Katsutoshi Hirayama, Makoto Yokoo, Proceedings of AAAI, 2008

72. "Resource constrained distributed constraint optimization using resource constraint free pseudo-tree", Toshihiro Matsui, Marius Silaghi, Katsutoshi Hirayama, Makoto Yokoo, Hiroshi Matsuo, Proceedings of AAMAS 2008

71. "Optimization in Private Stable Matching with Cost of Privacy Loss", Marius Silaghi, Prashant Doshi, Toshihiro Matsui, Makoto Yokoo, Markus Zanker, AAMAS OPTMAS 2008

70. "Constant cost of the computation-unit in efficiency graphs", Marius Silaghi, Robert N. Lass, Evan Sultanik, William Regli, Toshihiro Matsui, Makoto Yokoo, AAMAS OPTMAS 2008

69. "The operation point units of distributed constraint solvers", Marius Silaghi, Rob Lass, Evan Sultanik, William Regli, Toshihiro Matsui and Makoto Yokoo, AAMAS DCR 2008

68. "Resource constrained DCOP solver using virtual variables and conventional pseudo-tree",Toshihiro Matsui, Marius Silaghi, Katsutoshi Hirayama, Makoto Yokoo and Hiroshi Matsuo, AAMAS DCR Workshop, 2008

67. "Distributed private constraint optimization problem: Cost of privacy loss", Marius Silaghi, Prashant Doshi, Toshihiro Matsui and Makoto Yokoo, AAMAS DCR, 2008

2007

66. (Best Paper Award) "Revisiting ADOPT-ing and its Feedback Schemes", Silaghi, M.-C. and Yokoo, M., in Procs. of the IEEE Intl. Conf. on Intelligent Agent Technologies (IAT) p.3-10, Silicon Valley, November, 2007 

65. "Dynamic DFS Tree in ADOPT-ing",  Silaghi, M.-C. and Yokoo, M., Proceedings of the AAAI National Conference on Artificial Intelligence (AAAI-2007), Vancouver, July, 2007

64. "Secure Multi-party Constraint Optimization simulating DFS tree-based Variable Elimination", Silaghi, M.-C. and Faltings, Boi and Petcu, A., DCR Workshop at CP, Rhodes Island, September, 2007

63. "Discussion on the three Backjumping schemes existing in ADOPT-ng", Silaghi, M.-C. and Yokoo, M., IJCAI DCR Workshop, India, January, 2007

2006

62. "Nogood-based Asynchronous Distributed Optimization (ADOPT-ng)", Silaghi, M.-C. and Yokoo, M., International Joint Conference on Autonomous Agents and Multi-agent Systems (AAMAS), Hakodate Japan, 2006

61. "Secure Combinatorial Optimization simulating DFS tree-based Variable Elimination", Silaghi, M.-C. and Faltings, Boi and Petcu, A., 9th Symposium on Artificial Intelligence and Mathematics, Ft. Lauderdale, 2006

60. "Framework for modeling reordering heuristics", Silaghi, M.-C., International Conference on intelligent Agent Technology, Hong Kong 2006

59. "Recommendation-based Browsing Assistance for Knowledge", Zanker, M. and Gordea, S. and Silaghi, M.-C., FLAIRS, Melbourne 2006

58. "DFS ordering in Nogood-based Asynchronous Distributed Optimization (ADOPT-ng)", Silaghi, M.-C. and Yokoo.M., ECAI DCR- Workshop, Italy, 2006

57. "Knowledge-based composition of recommendations", Zanker, M. and Aschinger, M. and Silaghi, M.-C. ECAI Recommenders- Workshop, Italy, 2006

56. "Private and Efficient Stable Marriages (Matching) - a DisCSP Benchmark", Atkinson, T. and Bartak,R. and  Silaghi,M.-C. and Tuleu,E. and Zanker,M., ECAI DCR- Workshop, Italy, 2006

55. "Classifying Approaches based on Parallel Proposals in Asynchronous Search", M.-C. Silaghi and B. Faltings, AAMAS DCR, Hakodate, 2006

54. "Generalized Dynamic Ordering for Asynchronous Backtracking on DisCSPs", M.-C. Silaghi, AAMAS DCR, Hakodate, 2006

53. "Secure Incomplete Multi-party Computation for Distributed Constraint Problems," M.C. Silaghi, G. Friedrich, M. Yokoo, and M. Zanker, AAMAS DCR, Hakodate, 2006

2005

52. "Supporting Debates over Citizen Initiatives", Kattamuri, K. and Silaghi, M.-C. and Kaner, C. and Stansifer, R. and Zanker, M.,; Digital Government Research Conference (dgo2005), 2005

51. "A new evaluation criteria for keyword spotting techniques and a new algorithm", Silaghi, M.-C. and Vargiya, R.,; INTERSPEECH/Eurospeech, 2005

50. "Using Secure DisCSP Solvers for Generalized Vickrey Auctions - Complete and Stochastic Techniques",
Silaghi, M.-C.; IJCAI Distributed Constraint Reasoning Workshop, 2005

49. "Spotting Subsequences matching a HMM using the Average Observation Probability Criteria with application to Keyword Spotting",
Silaghi, M.-C.; AAAI, 2005

48. "Desk-mates (Stable Matching) with Privacy of Preferences, and a new Distributed CSP Framework", 
Silaghi, M.-C. and Abhyankar, A. and Zanker,M. and Bartak,R.; FLAIRS, 2005

47. "Hiding absence of solution for a DisCSP," 
Silaghi, M.-C.; FLAIRS 2005

46. "Asynchronous aggregation and consistency in distributed constraint satisfaction", Silaghi,M.-C. and Faltings,B.; Artificial Intelligence Journal, Vol.161, Nr.1-2, pp.25-53, 2005

2004

45. "Asynchronous Branch & Bound and A* for DisWCSPs with heuristic function based on Consistency-Maintenance", Silaghi,M.-C. and Landwehr,J. and Larrosa,J.B., in Distributed Constraint Problem Solving and Reasoning in Multi-Agent Systems (Ed. W. Zhang, V. Sorge), IOS Press, series "Frontiers in Artificial Intelligence and Applications" vol 112, 2004

44. "Distributed Simulated Annealing",Arshad, M. and Silaghi, M.-C., in Distributed Constraint Problem Solving and Reasoning in Multi-Agent Systems, IOS Press, series "Frontiers in Artificial Intelligence and Applications" vol 112, 2004

43. "Distributed Constraint Satisfaction and Optimization with Privacy Enforcement",Silaghi,M.C. and Mitra,D., 3rd IC on Intelligence Agent Technology, pp 531-535, 2004

42. "Meeting Scheduling Guaranteeing n/2-Privacy and Resistant to Statistical Analysis (Applicable to any DisCSP)",Silaghi,M.C., 3rd IC on Web Intelligence, pp. 711-715, 2004

41. "Secure Computation for Combinatorial Auctions and Market Exchanges",Nzouonta,J. and Silaghi,M. and Yokoo,M., pp 1398-1399, AAMAS 2004

40. "The effect of policies for selecting the solution of a DisCSP on privacy loss",Silaghi,M. and Rajeshirke,V., pp 1396-1397, AAMAS 2004

39. "Using privacy loss to guide decisions in distributed CSP search",Wallace,R. and Silaghi,M.C., FLAIRS 2004

38. "Desk-mates (Stable Matching) with Privacy of Preferences, and a new Distributed CSP Framework",Silaghi,M.-C. and Zanker,M. and Bartak,R., Proc. of CP'2004 Immediate Applications of Constraint Programming Workshop, 2004

37. "A Web-based Meeting Scheduling Solver with Privacy Guarantees, without Trusted Servers",Silaghi,M. and Rajeshirke,V. and Wallace,R.; CP, 2004

2003

36. "Numerical Constraint Satisfaction Problems with Non-isolated Solutions," (TR2006, Arxiv 2007) Xuan-Ha Vu, Djamila Sam-Haroud, Marius-Calin Silaghi, Global Optimization and Constraint Satisfaction: First International Workshop on Global Constraint Optimization and Constraint Satisfaction, COCOS 2002 Valbonne-Sophia Antipolis, France, October 2-4, 2002 Revised Selected Papers pp. 194 - 210, LNCS 2861, October 2003

35. "Arithmetic circuit for the first solution of distributed CSPs with cryptographic multi-party computations",M.C.Silaghi; IAT 2003, Halifax, Canada, 2003

34. "HOWTO: Asynchonous PFC-MRDAC",M.C.Silaghi; IAT 2003, Halifax, Canada, 2003

33. "Solving a distributed CSP with cryptographic multi-party computations, without revealing constraints and without involving trusted servers",M.C. Silaghi, IJCAI 2003 DCR, Acapulco, Mexico, 2003 (OHP)

32. "Distributed Simulated Annealing and comparison to DSA", M. Arshad, M.C. Silaghi; IJCAI 2003 DCR, Acapulo, Mexico, 2003

31. "Asynchronous PFC-MRDAC+/-Adopt", M.C. Silaghi; IJCAI 2003 DCR, Acapulco, Mexico, 2003

2002

30. M.C.Silaghi,B.Faltings,"Self Reordering for Security in Generalized English Auctions (GEA)",poster,AAMAS,Bologna,Italy, 2002

29. M.C.Silaghi,"How to get AAS' when you just have AAS", CP2002-TRICS, Ithaca,US, 2002

28. M.C.Silaghi,B.Faltings,"A Comparison of Distributed Constraint Satisfaction Techniques with respect to Privacy", AAMAS-DCR(W12), Bologna, Italy, 2002

27. M.C.Silaghi,I.Constantinescu,"Abstract Agents for Shared Instantiation in ABT", AAMAS-DCR(W12), Bologna, Italy, 2002

26. M.C.Silaghi,B.Faltings,"Openness in Asynchronous Constraint Satisfaction Algorithms", AAMAS-DCR(W12), Bologna, Italy, 2002

25. M.C.Silaghi,B.Faltings,"Privacy for DisCSP-based modeling in Multi-Agent Planning", AAAI-MAP(W15), Edmonton, Canada, 2002

24. A.Felfernig, G.Friedrich, D.Jannach, M.C.Silaghi, M.Zanker "Distributed generative CSP framework for multi-site product configuration" ECAI-Configuration Workshop, Lyon, France, 2002.

23. X.H.Vu,D.Sam-Haroud,M.C.Silaghi,"Résolution de problèmes non-linéaires avec continuum de solutions". 11th JFPLC,Nice,France,June,2002

22. X.H.Vu,D.Sam-Haroud,M.C.Silaghi,"Approximation Techniques for  Non-linear Problems with Continuum of Solutions". Proceedings of The 5th International Symposium on Abstraction, Reformulation and Approximation (SARA'2002), Lecture Notes in Computer Science - Lecture Notes in Artificial  Intelligence, Canada, LNAI 2371(ISBN 3-540-43941-2),Canada,August,2002

21. X.H.Vu,D.Sam-Haroud,M.C.Silaghi,"Numerical Constraint Satisfaction  Problems with Non-isolated Solutions". International Workshop on Global  Constrained Optimization and Constraint Satisfaction, COCOS, France, October,2002

2001

20. M.C.Silaghi,D.Sam-Haroud,B.Faltings,"Maintaining Consistency in ABT",CP, Paphos,Cyprus, 2001

19. M.C.Silaghi,S.Stefan,D.Sam-Haroud,B.Faltings,"Asynchronous Search for Numeric DisCSPs",CP, Paphos,Cyprus, 2001

18. M.C.Silaghi,D.Sam-Haroud,M.Calisti,B.Faltings,"Generalized English Auctions by Relaxation in Dynamic Distributed CSPs with Private Constraints",IJCAI-01 DCR Workshop, Seattle, 2001

17. M.C.Silaghi,D.Sam-Haroud,B.Faltings,"Polynomial-Space and Complete Multiply Asynchronous Search with Abstractions",IJCAI-01 DCR Workshop, Seattle, 2001

16. M.C.Silaghi,D.Sam-Haroud,B.Faltings,"ABT with Asynchronous Reordering", 2nd Asia-Pacific IAT,Maebashi,Japan,2001

15. M.C.Silaghi,D.Sam-Haroud,B.Faltings,"Asynchronous Consistency Maintenance", 2nd Asia-Pacific IAT,Maebashi,Japan,2001

14. M.C.Silaghi,D.Sam-Haroud,B.Faltings,"Secure Asynchronous Search", 2nd Asia-Pacific IAT,Maebashi,Japan,2001

13. M.C.Silaghi,D.Sam-Haroud,B.Faltings, "Search Techniques for Non-Linear Constraints with Inequalities", 14th Canadian Conference on AI, 2001

12. A.Rosenknop,M.C.Silaghi,"Algorithme de décodage de treillis selon le critère du coût moyen pour la reconnaissance de la parole" Tours(1), pp. 391-396., TALN, France, July, 2001

2000

11. M.C.Silaghi,D.Sam-Haroud,B.Faltings,"Maintaining Hierarchical Distributed Consistencies", CP2000 DCS Workshop, Singapore,2000

10. M.C.Silaghi, D.Sam-Haroud, B.Faltings, "Asynchronous Search with Aggregations", AAAI2000, Austin, 2000.

9. R.Boulic, M.C.Silaghi,D.Thalmann, "Visulization of Local Movements for Optimal Marker Positioning", AMDO,Palma de Mallorca,2000.

8. M.C. Silaghi, H.Bourlard, "A new keyword spotting approach based on iterative dynamic programming", ICASSP2000, Istanbul, III,1831-1834

7. M.C.Silaghi, D.Sam-Haroud, B.Faltings, "Distributed Asynchronous Search with Private Constraints",AA2000, Barcelona, Spain, 2000

6. M.C.Silaghi, D.Sam-Haroud, B.Faltings, "Intelligent Domain Splitting for CSPs with Ordered Domains", Proc. RFIA2000, III,439-448, Paris, Feb. 2000

1999

5. M.C.Silaghi, H.Bourlard, "Iterative Posterior-Based Keyword Spotting Without Filler Models", Proc. of ASRU'99 Workshop, Keystone, Colorado, December 1999.

4. M.C.Silaghi, D.Sam-Haroud, B.Faltings, "Ways of Maintaining Arc Consistency in Search using the Cartesian Representation", Proc. of ERCIM'99, Paphos, Cyprus, October 1999.

3. M.C.Silaghi, D.Sam-Haroud, B.Faltings, "Intelligent Domain Splitting for CSPs with Ordered Domains", Proc. of CP'99, 488-489, Springer Verlag (poster).

1998

2. Local and Global Skeleton Fitting Techniques for Optical Motion Capture, M.C.Silaghi, R.Plaenkers, R.Boulic, P.Fua, D.Thalmann; in: N. Magnenat Thalmann, D. Thalmann (eds), Modeling and Motion Capture Techniques for Virtual Environments, Lecture Notes in Artificial Intelligence, No1537, Springer, 1998, pp.26-40.

1. An Anatomic Human Body For Motion Capture, R.Boulic, P.Fua, L.Herda, M.Silaghi, J.S.Monzani, L.Nedel, D.Thalmann, Proc. EMMSEC 98, Bordeaux, September 1998

Technical Reports

TR1. IDIAP-RR-99/16
TR2. IDIAP-RR-99/27
TR3. EPFL-TR-01/360: M.C.Silaghi,D.Sam-Haroud,B.Faltings,"Asynchronous Consistency Maintenance with Reordering", March 2001
TR4. EPFL-TR-01/364: M.C.Silaghi,D.Sam-Haroud,B.Faltings,"Hybridizing ABT and AWC into a polynomial space, complete protocol with reordering", May 2001
TR5. EPFL-TR-01/365: M.C.Silaghi,D.Sam-Haroud,M.Calisti,B.Faltings,"Negotiations by Relaxation in Dynamic Distributed CSPs with Private Constraints", May 2001
TR6. EPFL-TR-01/368: M.C.Silaghi,D.Sam-Haroud,R.Weigel,X.Vu-Ha,B.V.Faltings, "e1e2p-Consistency", July 2001
TR7. EPFL-TR-01/371: M.C.Silaghi,B.V.Faltings,"Parallel Proposals in Asynchronous Search", August 2001
TR8. EPFL-TR-00/350: M.C.Silaghi,D.Sam-Haroud,B.Faltings,"Search Techniques for Non-Linear Constraints with Inequalities", November 2000
TR9. EPFL-TR-00/338:  Editors:C.Bessiere,M.C.Silaghi,B.V.Faltings,M.Yokoo,D.Sam-Haroud "Distributed Constraint Satisfaction: Papers from the CP2000 Workshop", September 2000
TR10. EPFL-TR-99/322: M.C.Silaghi,H.Bourlard,"Posterior-Based Keyword Spotting Approaches Without Filler Models --Iterative Viterbi Decoding and One-Pass Approaches--"
TR11. EPFL-TR-99/313: M.C.Silaghi,D.Sam-Haroud,B.Faltings,"Search Techniques for CSPs with Ordered Domains", May 1999
TR12. FIT     TR-CS-2002-14: M.C.Silaghi,"An algorithm applicable to clearing combinatorial exchanges", September 2002
TR13. EPFL-TR-IC-2002-55: M.C.Silaghi,"On solving distributed CS(O)Ps with privacy",July 2002
TR14. FIT TR-CS-2004-01: Marius C. Silaghi, "A faster technique for distributed constraint satisfaction and optimization with privacy enforcement", January 2004
TR15. FIT TR-CS-2004-04: Silaghi, Marius, "A suite of secure multi-party algorithms for solving DisCSPs", April 2004
TR16. FIT TR-CS-2004-07: Marius C. Silaghi, Ronald J. Bailey, Phil Bernhard, Phil K. Chan, Cem Kaner, "Digital support for gathering administrative ideas from constituents of democratic bodies",  May 2004
TR17. FIT TR-CS-2004-11: Silaghi,M., "Incentive Auctions and Stable Marriages Problems Solved with n/2-Privacy of Human Preferences", July 2004
ArXiv 1411.5416: Silaghi,M., Roussev,R. " Recommending the Most Encompassing Opposing and Endorsing Arguments in Debates ", November 20, 2014


Other publications:

MS Thesis in May 2013 at FIT with Osamah Abdulwahid Dhannoon (Multiplexing content Exchange for Petition Drives in VANETS: Receiver Interest and Sender Utility)

MS Thesis in Mar 2010 at FIT with Song Qin (An Agent based System for Citizen Driven Distributed Census)

MS Thesis (Diploma Project) I supervised in 2002 in Switzerland for Eric Simon (Forecasting Foreign Exchange Rates with Neural Networks 2002)


Cryptology e-print Archive:

2004/333 ( PS PS.GZ PDF )
Secure Multi-party Computation for selecting a solution according to a uniform distribution over all solutions of a general combinatorial problem
Marius-Calin Silaghi