Monographs

1. Fabio Cuzzolin The geometry of uncertainty Springer-Verlag, Information Science and Statistics Series (conditionally approved) 2012

Book Chapters

2. Fabio Cuzzolin Multilinear modeling for robust identity recognition from gait in Behavioral Biometrics for Human Identification: Intelligent Applications Liang Wang and Xin Geng (Eds.), IGI Publishing, 2009

3. Fabio Cuzzolin Manifold learning for multi-dimensional auto-regressive dynamical models in Machine Learning for Vision-based Motion Analysis L. Wang, G. Zhao, L. Cheng, M. Pietikäine (Eds.), Springer-Verlag, 2010

4. Fabio Cuzzolin An algebraic study of the notion of independence of frames in Mathematics of Uncertainty Modeling in the Analysis of Engineering and Science Problems Prof. S. Chakraverty (Editor), IGI Publishing, October 2012 (under review)

Journal Articles

5. Fabio Cuzzolin Geometry of Dempster's rule of combination IEEE Transactions on Systems, Man, and Cybernetics part B Vol. 34, No. 2, pp. 961-977, April 2004 (I.F. 3.08)





6. Fabio Cuzzolin Algebraic structure of the families of compatible frames of discernment Annals of Mathematics and Artificial Intelligence Vol. 45, No. 1-2, pp. 241-274, 2005 (I.F. 0.893)





7. Fabio Cuzzolin Two new Bayesian approximations of belief functions based on convex geometry IEEE Transactions on Systems, Man, and Cybernetics part B Vol. 37, No. 4, pp. 993-1008, August 2007 (I.F. 3.08)





8. Fabio Cuzzolin A geometric approach to the theory of evidence IEEE Transactions on Systems, Man, and Cybernetics part C Vol. 38, No. 4, pp. 522-534, July 2008 (I.F. 2.02)





9. Fabio Cuzzolin Credal semantics of Bayesian transformations in terms of probability intervals IEEE Transactions on Systems, Man, and Cybernetics part B Vol. 40, No. 2, pp. 421-432, April 2010 (I.F. 3.08)





10. Fabio Cuzzolin The geometry of consonant belief functions: simplicial complexes of possibility measures Fuzzy Sets and Systems Vol. 161, No. 10, pp. 1459-1479, May 16 2010 (I.F. 1.988)





11. Fabio Cuzzolin Geometry of relative plausibility and relative belief of singletons Annals of Mathematics and Artificial Intelligence DOI: 10.1007/s10472-010-9186-x, July 26 2010 (I.F. 0.893)





12. Fabio Cuzzolin Three alternative combinatorial formulations of the theory of evidence Intelligent Data Analysis Vol. 14, No. 4, pp. 439-464 , December 2010 (I.F. 0.929)





13. Al Ozonoff, Fabio Cuzzolin and Paul Snow Guest editorial: Special issue on information fusion applications to human health and safety Information Fusion (in press) (I.F. 2.164)





14. Fabio Cuzzolin On the relative belief transform International Journal of Approximate Reasoning Vol. 53, No. 5, pp. 786-804, July 2012. DOI http://dx.doi.org/10.1016/j.ijar.2011.12.009. (I.F. 2.155)





15. Fabio Cuzzolin On the fiber bundle structure of the space of belief functions Annals of Combinatorics, 2013 (to appear) (I.F. 0.7)





16. Fabio Cuzzolin Lp consonant approximations of belief functions, IEEE Transactions on Fuzzy Systems, 2013 (to appear) (I.F. 4.26)

Invited Journal Articles

17. Fabio Cuzzolin, Johan Schubert, Thierry Denoeux, Sebastien Destercke and Prakash P. Shenoy Theory of belief functions - A review - Part I invited by the International Journal of Approximate Reasoning, to submit June 2013 (I.F. 2.155)





18. Fabio Cuzzolin, Johan Schubert, Thierry Denoeux, Sebastien Destercke, Anne-Laure Jousselme and Rajendra Srivastava Theory of belief functions - A review - Part II invited by the International Journal of Approximate Reasoning, to submit June 2013 (I.F. 2.155)

Journal Articles under review or revision

19. Fabio Cuzzolin and Wenjuan Gong A belief-theoretical approach to example-based pose estimation submitted to the IEEE Trans. Fuzzy Systems, July 2012; revised November 2012 (I.F. 4.26)





20. Fabio Cuzzolin Learning pullback manifolds of generative dynamical models for action recognition submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence, July 2012; to revise by February 21 2013 (I.F. 4.91)





21. Fabio Cuzzolin, Diana Mateus and Radu Horaud Robust temporally coherent Laplacian protrusion segmentation of 3D articulated bodies submitted to the International Journal of Computer Vision, July 2012 (I.F. 3.741)





22. Thomas Burger and Fabio Cuzzolin Two k-additive generalizations of the pignistic transform for imprecise decision making submitted to the Fuzzy Sets and Systems, October 2011; to revise by End 2012 (I.F. 1.988)





23. Fabio Cuzzolin Consistent transformations of belief functions, submitted to the International Journal of Approximate Reasoning, December 2011; to revise by End 2012 (I.F. 2.155)





24. Fabio Cuzzolin Geometric conditioning in belief calculus, submitted to Artificial Intelligence, March 2011; to revise by End 2012 (I.F. 2.362)





25. Fabio Cuzzolin Rationale and properties of the intersection probability Artificial Intelligence submitted February 2007, revised June 2009; ; to revise by End 2012 (I.F. 2.362)

Journal Articles in preparation

26. Michael Sapienza, Fabio Cuzzolin and Philip Torr Weakly supervised learning of discriminative space-time actions parts invited to the BMVC 2012 Special Issue of the International Journal of Computer Vision, Dealine January 31 2013 (I.F. 3.741)





27. Diana Mateus, Fabio Cuzzolin and Radu Horaud Spectral matching of dense voxel-sets by orthogonal alignment in an embedding space to submit to the IEEE Transactions on Pattern Analysis and Machine Intelligence, Fall 2012 (I.F. 4.91)





28. Fabio Cuzzolin and Thomas Burger The geometry of the set of k-additive dominating belief functions, to submit to Information Sciences, End 2012 (I.F. 2.984)





29. Wenjuan Gong, Micheal Sapienza and Fabio Cuzzolin Tensor modeling of dynamical systems for robust identity recognition from gait to submit to the IEEE Transactions on Pattern Analysis and Machine Intelligence, Start 2013 (I.F. 4.91)





30. Michael Sapienza, Fabio Cuzzolin and Philip Torr Learning discriminative part-based actions models to submit to the IEEE Transactions on Pattern Analysis and Machine Intelligence, September 2013 (I.F. 4.91)





31. Fabio Cuzzolin The total belief theorem: restricted case to submit to the Journal of the Royal Statistical Society - Part B, End 2012 (I.F. 3.47)

Chapters in Book Series

32. Fabio Cuzzolin On the orthogonal projection of a belief function in "Symbolic and Quantitative Approaches to Reasoning with Uncertainty", Lecture Notes in Computer Science, Vol. 4724/2007, pages 356-367 Springer Berlin / Heidelberg, 2007





33. Fabio Cuzzolin, Diana Mateus, Edmond Boyer, and Radu Horaud Robust spectral 3D-bodypart segmentation in time in "Human Motion - Understanding, Modeling, Capture and Animation", Lecture Notes in Computer Science, Vol. 4814/2007, pages 196-211 Seidel, H.-P.; Wang, Y.; Rosenhahn, B.; Mori, G. (Eds.) Springer Berlin / Heidelberg, 2007





34. Fabio Cuzzolin A lattice-theoretic interpretation of independence on frames in "Interval / Probabilistic Uncertainty and Non-classical Logics", Advances in Soft Computing, Vol. 46 Huynh, V.-N.; Nakamori, Y.; Ono, H.; Lawry, J.; Kreinovich, V.; Nguyen, H.T. (Eds.) Springer Berlin / Heidelberg, 2008





35. Fabio Cuzzolin Semantics of the relative belief of singletons in "Interval / Probabilistic Uncertainty and Non-classical Logics", Advances in Soft Computing, Vol. 46 Huynh, V.-N.; Nakamori, Y.; Ono, H.; Lawry, J.; Kreinovich, V.; Nguyen, H.T. (Eds.) Springer Berlin / Heidelberg, 2008





36. Fabio Cuzzolin On the credal structure of consistent probabilities in "Logics in Artificial Intelligence", Lecture Notes in Computer Science, Volume 5293/2008, pages 126-139 Springer Berlin / Heidelberg, 2008





37. Fabio Cuzzolin Complexes of outer consonant approximations in "Symbolic and Quantitative Approaches to Reasoning with Uncertainty", Lecture Notes in Computer Science, Volume 5590/2009, pages 275-286 Springer Berlin / Heidelberg, 2009





38. Fabio Cuzzolin The intersection probability and its properties in "Symbolic and Quantitative Approaches to Reasoning with Uncertainty", Lecture Notes in Computer Science, Volume 5590/2009, pages 287-298 Springer Berlin / Heidelberg, 2009





39. Fabio Cuzzolin Alternative formulations of the theory of evidence based on basic plausibility and commonality assignments (BEST PAPER AWARD RECIPIENT) in "PRICAI 2008: Trends in Artificial Intelligence", Lecture Notes in Computer Science, Volume 5351/2008, pages 91-102 Springer Berlin / Heidelberg, 2008





40. Fabio Cuzzolin Dual properties of the relative belief of singletons in "PRICAI 2008: Trends in Artificial Intelligence", Lecture Notes in Computer Science, Volume 5351/2008, pages 78-90 Springer Berlin / Heidelberg, 2009





41. Alessandro Antonucci and Fabio Cuzzolin Credal Sets Approximation by Lower Probabilities: Application to Credal Networks in "IPMU 2010: Information Processing and Management of Uncertainty", Lecture Notes in Computer Science Springer Berlin / Heidelberg, 2010

Conference Proceedings

42. Andrea Sorrentino, Fabio Cuzzolin and Ruggero Frezza Using hidden Markov models and dynamic size functions for gesture recognition Proceedings of the 8th British Machine Vision Conference (BMVC97) Vol. 2, pp. 560-570 University of Essex, UK, September 1997

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43. Fabio Cuzzolin and Ruggero Frezza An evidential reasoning framework for object tracking Proceedings of SPIE - Photonics East 99 - Telemanipulator and Telepresence Technologies VI Vol. 3840, pp. 13-24 Haynes Convention Center, Boston, MA, September 19-22, 1999

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44. Fabio Cuzzolin and Ruggero Frezza Integrating feature spaces for object tracking Proceedings of the International Symposium on the Mathematical Theory of Networks and Systems (MTNS2000) Perpignan, France, June 21-25, 2000




45. Fabio Cuzzolin and Ruggero Frezza Geometric analysis of belief space and conditional subspaces Proceedings of the 2nd International Symposium on Imprecise Probabilities and Their Applications (ISIPTA2001) Cornell University, Ithaca, NY, June 26-29, 2001

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46. Fabio Cuzzolin and Ruggero Frezza Lattice structure of the families of compatible frames of discernment Proceedings of the 2nd International Symposium on Imprecise Probabilities and Their Applications (ISIPTA2001) Cornell University, Ithaca, NY, June 26-29, 2001




47. Fabio Cuzzolin Geometry of Dempster's rule Special Session on Knowledge Representation under Vagueness and Uncertainty 2002 International Conference on Fuzzy Systems and Knowledge Discovery (FSKD'02) Singapore, November 18-22, 2002




48. Giambattista Gennari, Alessandro Chiuso, Fabio Cuzzolin and Ruggero Frezza Integrating shape and dynamic probabilistic models for data association and tracking Proceedings of the IEEE Conference on Decision and Control (CDC'02) The Venetian Hotel, Las Vegas, Nevada, December 10-13, 2002




49. Fabio Cuzzolin, Alessandro Bissacco, Ruggero Frezza and Stefano Soatto Compositional behavior of HMMs in action recognition Proceedings of the 2002 Asilomar Conference on Signals, Systems, and Computers Asilomar Conference Center in Pacific Grove, CA, December 2002




50. Fabio Cuzzolin Geometry of upper probabilities Proceedings of the 3nd International Symposium on Imprecise Probabilities and Their Applications (ISIPTA'03) Lugano, Switzerland, July 14-17, 2003




51. Fabio Cuzzolin Simplicial complexes of finite fuzzy sets Proceedings of the International Conference on Information Processing and Management of Uncertainty (IPMU'04) Pp. 1733-1740 Perugia, Italy, July 4-9, 2004




52. Fabio Cuzzolin, Augusto Sarti and Stefano Tubaro Invariant action classification with volumetric data IEEE International Workshop on Multimedia Signal Processing (MMSP'04) Siena, Italy, September 29 - October 1 2004




53. Fabio Cuzzolin, Augusto Sarti and Stefano Tubaro Action modeling with volumetric data Proceedings of the International Conference on Image Processing (ICIP'04) Singapore, October 24-27 2004




54. Giambattista Gennari, Alessandro Chiuso, Fabio Cuzzolin and Ruggero Frezza Integration of shape constraints in data association filters Proceedings of the IEEE Conference on Decision and Control (CDC'04) Paradise Island, Bahamas, December 14-17, 2004




55. Fabio Cuzzolin and Ruggero Frezza Evidential modeling for pose estimation Proceedings of the 4th International Symposium on Imprecise Probabilities and Their Applications (ISIPTA'05) Carnegie Mellon University, Pittsburgh, July 2005




56. Fabio Cuzzolin On the properties of relative plausibilities Proceedings of the International Conference of the IEEE Systems, Man, and Cybernetics Society (SMC'05) Vol.1, pp. 594-599 Hawaii, USA, October 10-12, 2005




57. Fabio Cuzzolin The geometry of relative plausibilities 11th International Conference on Information Processing and Management of Uncertainty (IPMU'06) Special session on ``Fuzzy measures and integrals, capacities and games" Paris, July 2006




58. Fabio Cuzzolin Using Bilinear Models for View-invariant Action and Identity Recognition Proceedings of the IEEE International Conference on Computer Vision and Pattern Recognition (CVPR'06) Vol.1, pp. 1701-1708 New York University, NY, June 18-22 2006




59. Diana Mateus, Fabio Cuzzolin, Edmond Boyer, and Radu Horaud Articulated Shape Matching Using Locally Linear Embedding and Orthogonal Alignment IEEE International Conference on Computer Vision (ICCV'07) - NTRL Workshop Rio de Janeiro, October 2007




60. Diana Mateus, Fabio Cuzzolin, Edmond Boyer and Radu Horaud Articulated Shape Matching by Robust Alignment of Their Embedded Representations IEEE International Conference on Computer Vision (ICCV'07) - 3dRR Workshop Rio de Janeiro, Brasil, 2007




61. Fabio Cuzzolin An interpretation of consistent belief functions in terms of simplicial complexes Proceedings of the 10th International Symposium on Mathematics and Artificial Intelligence (ISAIM'08) Fort Lauderdale, Florida, January 2-4 2008




62. Fabio Cuzzolin Boolean and matroidal independence in uncertainty theory Proceedings of the 10th International Symposium on Mathematics and Artificial Intelligence (ISAIM'08) Fort Lauderdale, Florida, January 2-4 2008




63. Fabio Cuzzolin, Diana Mateus, David Knossow, Edmond Boyer, and Radu Horaud Coherent Laplacian protrusion segmentation Proceedings of the IEEE International Conference on Computer Vision and Pattern Recognition (CVPR'08) Anchorage, Alaska, June 2008




64. Diana Mateus, Fabio Cuzzolin, David Knossow, Edmond Boyer, and Radu Horaud Articulated Shape Matching Using Laplacian Eigenfunctions and Unsupervised Point Registration Proceedings of the IEEE International Conference on Computer Vision and Pattern Recognition (CVPR'08) Anchorage, Alaska, June 2008




65. Fabio Cuzzolin Learning pullback metrics for linear models First workshop on Machine Learning for Vision-based Motion Analysis (MLVMA'08) - hosted by ECCV'08 Marseille, France, October 2008




66. Fabio Cuzzolin Credal semantics of Bayesian approximations Proceedings of the International Symposium on Imprecise Probabilities and Their Applications (ISIPTA'09) Durham, UK, July 14-18 2009




67. Fabio Cuzzolin Consistent approximations of belief functions Proceedings of the International Symposium on Imprecise Probabilities and Their Applications (ISIPTA'09) Durham, UK, July 14-18 2009




68. Fabio Cuzzolin Geometric conditioning of belief functions accepted by the First International Workshop on the Theory of Belief Functions Brest, Belgium, April 2010




69. Thomas Burger and Fabio Cuzzolin The barycenters of the k-additive dominating belief functions and the pignistic k-additive belief functions accepted by the First International Workshop on the Theory of Belief Functions Brest, Belgium, April 2010




70. Fabio Cuzzolin On consistent approximations of belief functions in the mass space Proceedings of the International Symposium on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU'11) Belfast, UK, June 2011




71. Fabio Cuzzolin Lp consonant approximations of belief functions in the mass space Proceedings of the 7th International Symposium on Imprecise Probabilities and Their Applications (ISIPTA'11) Innsbruck, Austria, July 2011




72. Fabio Cuzzolin Consonant approximations in the belief space Proceedings of the 2nd International Conference on Belief Functions (BELIEF'12) Compiegne, France, December 16 2011




73. Fabio Cuzzolin Generalizations of the relative belief transform Proceedings of the 2nd International Conference on Belief Functions (BELIEF'12) Compiegne, France, December 16 2011




74. Fabio Cuzzolin Game-theoretical semantics of epistemic probability transformations Proceedings of the 2nd International Conference on Belief Functions (BELIEF'12) Compiegne, France, December 16 2011




75. Michael Sapienza, Fabio Cuzzolin and Philip Torr Learning discriminative space-time actions from weakly labelled videos accepted as ORAL by the British Machine Vision Conference (BMVC'12) Sussex, UK

76. Rocco de Rosa, Alessandro Antonucci, Alessandro Giusti and Fabio Cuzzolin Imprecise-Probabilistic Markov Modeling for Action Recognition accepted by ISIPTA'13, February 2 2013

Oral and Poster Conference Presentations

77. Fabio Cuzzolin and Ruggero Frezza Combining qualitative and quantitative models for motion reconstruction of articulated objects Mathematical Theory of Networks and Systems (MTNS98) Università di Padova, July 1998




78. Fabio Cuzzolin Families of compatible frames of discernment as semimodular lattices International Conference of the Royal Statistical Society (RSS2000) Reading, UK, September 12-15, 2000




79. Fabio Cuzzolin Lattice modularity and linear independence 18th British Combinatorial Conference University of Sussex, Brighton, UK, July 1-6, 2001




80. Fabio Cuzzolin On the relationship between the notions of independence in matroids, lattices, and Boolean algebras 21th British Combinatorial Conference (BCC'07) University of Reading, UK, July 8-13, 2007




81. Fabio Cuzzolin Geometric conditional belief functions in the belief space presented as a poster by the International Symposium on Imprecise Probabilities and Their Applications (ISIPTA'11) Innsbruck, Austria, June 2011




82. Michael Sapienza, Fabio Cuzzolin and Philip Torr Learning discriminative space-time actions from weakly labelled videos presented as a poster by the INRIA Summer School on Machine Learning and Visual Recognition (poster prize recipient) Grenoble, France, July 2012

Conference Papers under review

83. Fabio Cuzzolin and Wenjuan Gong Belief Modeling Regression for pose estimation submitted to FUSION 2013, February 2013




84. Fabio Cuzzolin and Michael Sapienza XXX submitted to the International Conference of Computer Vision (ICCV'13), April 2013




85. Wenjuan Gong, Michael Sapienza and Fabio Cuzzolin Tensor Decompositions for Gait Recognition submitted to the British Machine Vision Conference (BMVC'13), April 2013

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86. Michael Sapienza, Fabio Cuzzolin and Philip Torr XXX submitted to British Machine Vision Conference (BMVC'13), April 2013

Conference Papers in preparation

87. Michael Sapienza, Fabio Cuzzolin and Philip Torr XXX to submit to Neural Information and System Processing (NIPS'13), June 2013

Technical Reports

88. Fabio Cuzzolin, Alessandro Bissacco, Ruggero Frezza and Stefano Soatto Towards unsupervised detection of actions in clutter UCLA Technical Report CSD-200033, December 4, 2000





89. Fabio Cuzzolin and Stefano Soatto Using Bilinear Models for View-invariant Identity Recognition from Gait UCLA Technical Report CSD-TR050007, March 17, 2005





90. Fabio Cuzzolin and Stefano Soatto Using Bilinear Models for View-invariant Action and Identity Recognition UCLA Technical Report CSD-TR050053, December 17, 2005





91. Fabio Cuzzolin and Stefano Soatto Learning Riemannian Metrics for Classification of Dynamical Models UCLA Technical Report CSD-TR050054, December 17, 2005

Theses

92. Fabio Cuzzolin Riconoscimento automatico dei gesti Tesi di Laurea, Universita' degli Studi di Padova




93. Fabio Cuzzolin Visions of a generalized probability theory Ph.D. Dissertation, Department of Information Engineering, University of Padova, Italy, March 19, 2001