IFCS 2015 CONFERENCE PROGRAM AT A GLANCE Conference location: University of Bologna Sunday, 5th July 2015 15.00 - 18.00 Workshop (via Belle Arti, 41) Fionn Murtagh: The New Science of Big Data Analytics, Based on the Geometry and the Topology of Complex Systems Monday, 6th July 2015 from 8.30 9.00 - 9.30 9.30 - 10.30 10.30 - 11.00 11.00 - 13.00 14.00 - 15.20 15.30 – 16.30 16.30 – 17.00 17.00 – 18.40 Start registration Opening ceremony (Room Aula Magna, Department of Physics and Astronomy, via Irnerio 46) th 30 Birthday IFCS (Room Aula Magna, Department of Physics and Astronomy, via Irnerio 46) Coffee Break Plenary invited: Generalized Additive Models — 25 years (Room Aula Magna, Department of Physics and Astronomy, via Irnerio 46) GAMs - a retrospective - Robert Tibshirani GAM selection via convex optimization - Trevor Hastie Lunch Break SP1: Benchmarking in cluster SP2: Classification Models for CONTR1: Questionnaire based CONTR2: Methods for the analysis I - I. Van Mechelen Forecasting of Economic surveys (Chair: S. Mignani) Room 1 analysis of large data sets (Chair: (Chair: Nema Dean) - Room I Processes (Chair: J.Pociecha) B. Mirkin) - Room 21 Room III Douglas L. Steinley, Iven Van Mateusz Baryla, Barbara Justyna Brzezińska-Grabowska, Matteo Farnè Mechelen, and the IFCS Task Pawelek, Jozef Pociecha Aneta Rybicka, Adam Sagan Force on Benchmarking Christian Hennig Andreas Geyer-Schulz, Thomas Michel Meulders Jan Kalina Hummel, Claire Roederer, Victoria-Anne Schweigert Lisa Doove, Iven Van Mechelen, Krzysztof Jajuga Niels Smits Hiroyuki Minami, Masahiro Tom Wilderjans, and Antonio Mizuta Calcagnì Discussant: Willem Heiser Andrzej Pawel Woloszyn, Graziano Vernizzi, Miki Nakai Silke Janitza, Anne-Laure Romana Glowicka-Woloszyn, Boulesteix Feliks Wysocki SP3: Measuring systemic risk to SP4: Mixture Models: Recent SP5: Data Streams Clustering and CONTR4: Missing Data (Chair: P. classify financial institutions Developments and Applications Classification (Chair: R. Verde) – Monari) - Room 21 (Chair: P. Giudici) – Room I for Unsupervised and Room 1 Supervised Classification (Chair: G. McLachlan) – Room III Raffaella Calabrese, Johan A. Laura Anderlucci, Geoff Antonio Balzanella, Antonio Irpino, Agostino Di Ciaccio Elkink McLachlan Rosanna Verde Shatha Qamhieh Hashem, Paolo Francesca Greselin, Agustin Francesca Di Salvo, Marcello Lynette Hunt Giudici Mayo-Iscar, Luis-Angel GarciaChiodi, Pietro Patricola, Fabrizio Escudero Mineo, Claudio Lo Piccolo Alessandro Spelta Shu-Kay (Angus) Ng Antonio Irpino, Francisco De Assis Nadia Solaro, Daniela Lucini, Tenhorio De Carvalho, Rosanna Massimo Pagani Verde Coffee Break CONTR6: Clustering Methods CONTR7: Supervised Learning I CONTR8: Advances in k-means CONTR9: Regression Models and Data Fusion (Chair: F. (Chair: C. Hennig) - Room III clustering (Chair: H. H. Boch) (Chair: F. Greselin)– Room 21 Palumbo) - Room I Room 1 François Bavaud, Pascale Hong Gu Slavka Bodjanova Serena Arima Deneulin, Laurent Gautier, Yves Le Fur Susana Nascimento, Boris Mirkin, Toby Kenney Renato Cordeiro de Amorim, Gertjan van den Burg, Patrick Sérgio Casca Vladimir Makarenkov Groenen Chair: Francesco Palumbo Chair: Angela Montanari CONTR3: Clustering Agreement (Chair: F. Murtagh)- Room 31 Patrice Bertrand, Lassad El Moubarki, Ghazi Bel Mufti Marjan Cugmas, Anuška Ferligoj Mario Fordellone, Francesco Palumbo Matthijs J Warrens CONTR5: Functional Data I (Chair: D. Calò) - Room 31 Tomasz Górecki, Waldemar Wolynski Francesca Ieva, Anna Maria Paganoni, Nicholas Tarabelloni Christina Yassouridis CONTR10: Network Analysis (Chair: A. Ferligoj) – Room 31 Jernej Bodlaj, Vladimir Batagelj Sadaaki Miyamoto Khadidja Henni, Olivier Alata, Abdellatif El Idrissi, Brigitte Vannier, Lynda Zaoui, Ahmed Moussa Monia Ranalli Maurizio Salusti 19.15 Taerim Lee Yasunori Endo Katrijn Van Deun, Eva Ceulemans Agnieszka Stawinoga, Simona Balbi, Germana Scepi Michal Trzesiok Marcelo Ferreira, Francisco de Carvalho Marlies Vervloet, Katrijn Van Deun, Wim Van den Noortgate, Eva Ceulemans Priyantha Wijayatunga Luisa Stracqualursi, Patrizia Agati Samuel L. Ventura, Rebecca Nugent Welcome Reception (at Accademia di Belle Arti, via delle Belle Arti 54) Sugnet Lubbe, Felix Dube, Mark Nicol, Heather Zar Tuesday, 7th July 2015 9.00 – 10.00 SP6: Density-based clustering (Chair: G. Galimberti) - Room I Geoff McLachlan, Sharon Lee Giovanna Menardi, Domenico De Stefano Surajit Ray 10.15 – 11.00 11.00 – 11.30 11.30 – 13.10 13.10 – 14.10 14.10 – 14.55 14.55 – 15.40 15.40 – 16.10 16.10 – 17.30 17.30 – 19.00 18.45 SP7: Accuracy and validation in clustering and scaling models I (Chair: J. F. Vera) - Room III Eva Boj del Val, Teresa Costa Cor, Josep Fortiana Gregori Jose Luis Vicente-Villardon, Julio Cesar Hernandez-Sanchez José Fernando Vera SP8: Multi-Dimensional Scaling for Sparse Association Matrices (Chair: T. Imaizumi)- Room 12 Tadashi Imaizumi Atsuho Nakayama SP9: Data science in Biomedical Research (Chair: B. Lausen) Room 21 Hans Kestler Matthias Schmid, Marvin Wright, Andreas Ziegler Satoru Yokoyama Berthold Lausen, Asma Gul, Zardad Khan, Osama Mahmoud Plenary invited: Focused graphical model estimation (President’s invited lecture) - Gerda Claeskens - Room I Coffee Break SP10: Cluster Analysis of CONTR12: Dissimilarity and CONTR13: Multiple CONTR14: Methods for DNA data Asymmetric Relationship (Chair: Distance Measures (Chair: A. Correspondence Analysis (A. (Chair: A. Tenenhaus) - Room 21 A. Okada) - Room I Irpino) - Room III Iodice D’Enza) - Room 12 Innar Liiv Ahmed Najeeb Albatineh Barbara Batóg, Jacek Batóg, Alia Dehman, Guillem Rigaill, Wanda Skoczylas, Andrzej Pierre Neuvial, Christophe Niemiec, Piotr Waśniewski Ambroise Facundo Memoli Agnieszka Bernadetta Kozera, Belchin Kostov, Mónica BécueMarcelo Ferreira, Ivan Costa Aleksandra Łuczak, Feliks Wysocki Bertaut, François Husson Miki Nakai Gabriel Martos Venturini Odysseas Moschidis, Theodore Evgeny Mirkes, Thomas Walsh, Chadjipadelis Edward J Louis, Alexander N Gorban Akinori Okada, Satoru Yokoyama Pascal Préa, François Brucker Fionn Murtagh Teppei Shimamura, Yusuke Matsui Donatella Vicari Zdenek Sulc, Hana Rezankova Johané Nienkemper-Swanepoel, Makoto Tomita Sugnet Lubbe, Niël le Roux, Emilee Smith, Heather Zar, Mark Nicol Lunch Break Presidential Address “Hierarchical Disjoint Non-negative Factor Analysis” – M. Vichi - Room I Award Session - Room I Coffee Break SP11: Benchmarking in cluster SP12: New trends and SP13: Analysis of multivariate CONTR16: Symbolic Data (Chair: analysis II (Chair: I. Van applications of alternating least longitudinal data (Chair: P. Rosanna Verde) - Room 21 Mechelen) - 2 - Room I squares in data analysis (Chairs: Giordani )- Room 12 Y. Mori, K. Adachi)- Room III Friedrich Leisch and the IFCS Task Maria Brigida Ferraro, Paolo Francesca Martella, Marco Alfò, Carmela Cappelli, Pierpaolo Force on Benchmarking Giordani, Maurizio Vichi Paolo Giordani D'Urso, Francesca Di Iorio Anne-Laure Boulesteix Alfonso Iodice D'Enza, Michel van Mai Sherif Hafez, Irini Moustaki, Yusuke Matsui, Teppei de Velden, Patrick J.F. Groenen Jouni Kuha Shimamura Nema Dean, Duncan Lee, and Michio Sakakihara, Msahiro Joke Heylen, Iven Van Mechelen, Masahiro Mizuta, Hiroyuki Craig Anderson Kuroda, Yuichi Mori, Msaya IIzuka Eiko Fried, Eva Ceulemans Minami Discussant: Rainer Dangl Jun Tsuchida, Hiroshi Yadohisa Marieke Timmerman, Eva Marcin Pelka, Aneta Rybicka, Ceulemans, Henk Kiers Justyna Brzezinska-Grabowska Council Meeting/ PRIN MISURA workshop - Chair: P. Giudici (Room III) Bus Departure for the Conference Dinner at Palazzo Albergati CONTR11: Change-point Detection (Chair: C. Conversano) - Room 31 Jedelyn Cabrieto, Francis Tuerlinckx, Eva Ceulemans Carlo Drago, Fabio Matano, Germana Scepi Kuniyoshi Hayashi, Koji Kurihara Chair: Maurizio Vichi CONTR15: Applied classification and clustering (Chair: T. Imaizumi) - Room 31 Nicolas Greffard, Pascale Kuntz Guillaume Guex, Théophile Emmanouilidis, François Bavaud Fuchen Liu, Yves Rozenholc, Charles-André Cuénod Boris G. Mirkin, Mikhail A. Orlov Gabriella Schoier, Patrizia De Luca Chair: Akinori Okada Chair: Salvatore Ingrassia CONTR17: Non gaussian mixture models and model selection (Chair: Cinzia Viroli) - Room 31 Ryan Browne Brian C. Franczak, Ryan P. Browne, Paul D. McNicholas Cristina Tortora Wednesday, 8th July 2015 9.00 – 10.00 10.15 – 11.00 11.00 – 11.30 11.30 – 12.50 SP14: Mixture models in Biology (Chair: S. Ingrassia) - Room I SP15: Statistical models for ordinal data (Chair: S. Cagnone) Room III Marco Alfo', Maria Francesca Marino, Francesca Martella Jeanine Houwing-Duistermaat Silvia Bacci, Francesco Bartolucci, Leonardo Grilli, Carla Rampichini Stefania Capecchi, Domenico Piccolo SP16: Joint Multivariate Data Reduction (Chairs: A. Iodice D’Enza, M. Van de Velden) Room 12 Alfonso Iodice D'Enza, Michel van de Velden, Francesco Palumbo Henk Kiers, Donatella Vicari, Maurizio Vichi Saverio Ranciati, Cinzia Viroli, Ernst Wit Rosaria Romano Michio Yamamoto Plenary invited: Modern multivariate data analysis through monitoring - Marco Riani - Room I Coffee Break SP18: IASC session on Bilinear SP19: Multivariate Visualisation CONTR19: Mixture Models models and regularization (Chair: and Discrimination (Chair: S. (Chair: P. Schlattmann) - Room 12 P. Groenen) - Room I Lubbe) - Room III Cajo ter Braak, María Xosé Zsuzsa Bakk, Niel Le Roux, Jeroen Kim De Roover, Jeroen K. Rodríguez-Álvarez, Martin Boer, Vermunt Vermunt, Marieke E. Paul Eilers, Havard Rue Timmerman, Eva Ceulemans Patrick J.F. Groenen, Julie Josse Nelmarie Louw Andrea Pastore Pieter Schoonees Arthur Tenenhaus, Laurent Le Brusquet 12.50 – 14.00 14.00 – 14.45 14.45 – 15.30 15.30 – 16.15 16.15 – 17.35 Fumitake Sakaori Monica Hiu Tung Wong Closing Ceremony CONTR18: Cluster Validation (Chair: T. Lee) - Room 31 Dario Bruzzese, Domenico Vistocco Rainer Dangl, Friedrich Leisch Dominik Ernst, Friedrich Leisch Chair: Andrea Cerioli CONTR20: Bayesian Clustering (Chair: J. Vermunt) - Room 21 Lori Dalton CONTR21: Longitudinal and Spatial Data (Chair: J.G. Dias) Room 31 Francesca Bassi, Bruno Scarpa Antonio Lijoi, Bernardo Nipoti, Igor Pruenster Silvia Liverani Ewa Genge, Joanna Trzesiok Nadine Schröder, Harald Hruschka Andrzej Sokolowski, Malgorzata Markowska, Marek Sobolewski, Danuta Strahl, Sabina Denkowska Lunch Break Plenary invited: Removing Unwanted Variation for classification and clustering - Terry Speed - Room I Poster Session Coffee Break SP20: What's the best cluster CONTR22: Longitudinal Data CONTR23: Functional Data II SP21: New developments in analysis method? (Chair: C. (Chair: S. Bianconcini) - Room III (Chair: A. Luati) - Room 12 Classification and Regression Hennig) - Room I Trees (Chair: E. Dusseldorp) Room 21 Margareta Ackerman José G. Dias Claudio Agostinelli, Renata Claudio Conversano, Massimo Rotondi, Elisa Varini Cannas, Francesco Mola Joachim M. Buhmann Dereje W. Gudicha Carlo Gaetan, Paolo Girardi, Michel Philipp, Thomas Rusch, Roberto Pastres Kurt Hornik, Carolin Strobl Paul McNicholas Tom F Wilderjans, Eva Ceulemans Matilde Trevisani, Arjuna Tuzzi Marjolein Fokkema Doug Steinley 17.40 Martin Philip Kidd, Martin Kidd, Surette Bierman Karen Vines SP17: Accuracy and validation in clustering and scaling models IIJ. F. Vera (Chair: Marc Comas) Room 21 Álvaro Gómez-Losada, José F. Vera-Vera Sonia Amodio, Antonio D'Ambrosio, Carmela Iorio, Roberta Siciliano Marc Comas-Cufí, Josep Antoni Martín Fernández, Glòria Mateu Figueras Xinru Li, Elise Dusseldorp, Jacqueline Meulman Fumio Ishioka, Koji Kurihara Chair: Geoff McLachlan CONTR24: Supervised Learning II (Chair: S. Ingrassia) - Room 31 Brenton S. Blair, Herbert K. H. Lee Mark De Rooij Elaine Fehrman, Awaz K Muhammad, Evgeny Mirkes, Vincent Egan, Alexander N Gorban Carmen Villar-Patiño, Carlos Cuevas-Covarrubias
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