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2020 – today
- 2024
[i16]Gianpaolo Alvari, Ersilia Vallefuoco, Melanie Cristofolini, Elio Salvadori, Marco Dianti, Alessia Moltani, Davide Dal Castello, Paola Venuti, Cesare Furlanello:
Exploring Physiological Responses in Virtual Reality-based Interventions for Autism Spectrum Disorder: A Data-Driven Investigation. CoRR abs/2404.07159 (2024)- 2022
- [j28]Halil Bisgin
, Tanmay Bera, Leihong Wu, Hongjian Ding, Neslihan Bisgin, Zhichao Liu, Monica Pava-Ripoll, Amy Barnes, James F. Campbell, Himansi Vyas, Cesare Furlanello, Weida Tong, Joshua Xu:
Accurate species identification of food-contaminating beetles with quality-improved elytral images and deep learning. Frontiers Artif. Intell. 5 (2022) - [j27]Alessia Marcolini, Nicole Bussola, Ernesto Arbitrio, Mohamed Amgad, Giuseppe Jurman, Cesare Furlanello:
histolab: A Python library for reproducible Digital Pathology preprocessing with automated testing. SoftwareX 20: 101237 (2022) - 2020
- [j26]Isotta Landi, Benjamin S. Glicksberg, Hao-Chih Lee, Sarah T. Cherng, Giulia Landi, Matteo Danieletto, Joel T. Dudley, Cesare Furlanello, Riccardo Miotto:
Deep representation learning of electronic health records to unlock patient stratification at scale. npj Digit. Medicine 3 (2020) - [j25]Lauren R. Kennedy-Metz, Roger D. Dias, Srey Rithy, Geoffrey Rance, Cesare Furlanello, Marco A. Zenati:
Sensors for Continuous Monitoring of Surgeon's Cognitive Workload in the Cardiac Operating Room. Sensors 20(22): 6616 (2020) - [j24]Andrea Bizzego, Giulio Gabrieli, Cesare Furlanello, Gianluca Esposito:
Comparison of Wearable and Clinical Devices for Acquisition of Peripheral Nervous System Signals. Sensors 20(23): 6778 (2020) - [c26]Lauren R. Kennedy-Metz, Andrea Bizzego, Roger D. Dias, Cesare Furlanello, Gianluca Esposito, Marco A. Zenati:
Autonomic Activity and Surgical Flow Disruptions in Healthcare Providers during Cardiac Surgery. CogSIMA 2020: 200-204 - [c25]Lauren R. Kennedy-Metz, Andrea Bizzego, Roger D. Dias, Cesare Furlanello, Gianluca Esposito, Marco A. Zenati:
Feasibility of Healthcare Providers' Autonomic Activation Recognition in Real-Life Cardiac Surgery Using Noninvasive Sensors. HCI (48) 2020: 402-408 - [c24]Nicole Bussola, Alessia Marcolini, Valerio Maggio, Giuseppe Jurman, Cesare Furlanello:
AI Slipping on Tiles: Data Leakage in Digital Pathology. ICPR Workshops (1) 2020: 167-182 - [i15]Isotta Landi, Benjamin S. Glicksberg, Hao-Chih Lee, Sarah T. Cherng, Giulia Landi, Matteo Danieletto, Joel T. Dudley, Cesare Furlanello, Riccardo Miotto:
Deep Representation Learning of Electronic Health Records to Unlock Patient Stratification at Scale. CoRR abs/2003.06516 (2020)
2010 – 2019
- 2019
- [j23]Leihong Wu, Zhichao Liu, Tanmay Bera, Hongjian Ding, Darryl Langley, Amy Barnes, Cesare Furlanello, Valerio Maggio, Weida Tong, Joshua Xu:
A deep learning model to recognize food contaminating beetle species based on elytra fragments. Comput. Electron. Agric. 166 (2019) - [j22]Andrea Bizzego, Nicole Bussola, Marco Chierici, Valerio Maggio, Margherita Francescatto, Luca Cima, Marco Cristoforetti, Giuseppe Jurman, Cesare Furlanello:
Evaluating reproducibility of AI algorithms in digital pathology with DAPPER. PLoS Comput. Biol. 15(3) (2019) - [j21]Gabriele Franch, Giuseppe Jurman, Luca Coviello, Marta Pendesini, Cesare Furlanello:
MASS-UMAP: Fast and Accurate Analog Ensemble Search in Weather Radar Archives. Remote. Sens. 11(24): 2922 (2019) - [j20]Andrea Bizzego, Alessandro Battisti, Giulio Gabrieli, Gianluca Esposito, Cesare Furlanello:
pyphysio: A physiological signal processing library for data science approaches in physiology. SoftwareX 10: 100287 (2019) - [c23]Andrea Bizzego, Nicole Bussola, D. Salvalai, Marco Chierici, Valerio Maggio, Giuseppe Jurman, Cesare Furlanello:
Integrating deep and radiomics features in cancer bioimaging. CIBCB 2019: 1-8 - [i14]Andrea Gobbi, Marco Cristoforetti, Giuseppe Jurman, Cesare Furlanello:
High Resolution Forecasting of Heat Waves impacts on Leaf Area Index by Multiscale Multitemporal Deep Learning. CoRR abs/1909.07786 (2019) - [i13]Luca Coviello, Marco Cristoforetti, Giuseppe Jurman, Cesare Furlanello:
In-field grape berries counting for yield estimation using dilated CNNs. CoRR abs/1909.12083 (2019) - [i12]Gabriele Franch, Giuseppe Jurman, Luca Coviello, Marta Pendesini, Cesare Furlanello:
MASS-UMAP: Fast and accurate analog ensemble search in weather radar archive. CoRR abs/1910.01211 (2019) - 2018
- [j19]Diego Fioravanti, Ylenia Giarratano, Valerio Maggio, Claudio Agostinelli, Marco Chierici, Giuseppe Jurman, Cesare Furlanello:
Phylogenetic convolutional neural networks in metagenomics. BMC Bioinform. 19-S(2): 49:1-49:13 (2018) - [j18]Nastaran Mohammadian Rad, Twan van Laarhoven, Cesare Furlanello, Elena Marchiori:
Novelty Detection using Deep Normative Modeling for IMU-Based Abnormal Movement Monitoring in Parkinson's Disease and Autism Spectrum Disorders. Sensors 18(10): 3533 (2018) - [j17]Nastaran Mohammadian Rad, Seyed Mostafa Kia, Calogero Zarbo, Twan van Laarhoven, Giuseppe Jurman, Paola Venuti, Elena Marchiori, Cesare Furlanello:
Deep learning for automatic stereotypical motor movement detection using wearable sensors in autism spectrum disorders. Signal Process. 144: 180-191 (2018) - 2017
- [c22]Conrad Bielski, V. O'Brien, C. Whitmore, Kaisa Riikka Ylinen, I. Juga, Pertti Nurmi, Juha Pekka Kilpinen, I. Porras, J. M. Sole, P. Gamez, M. Navarro, Azra Alikadic, Andrea Gobbi, Cesare Furlanello, Gunter Zeug, M. Weirathe, J. Martinez, R. Yuste, S. Castro, V. Moreno, T. Velin, Claudio Rossi:
Coupling early warning services, crowdsourcing, and modelling for improved decision support and wildfire emergency management. IEEE BigData 2017: 3705-3712 - [c21]Andrea Gobbi, Azra Alikadic, Kaisa Riikka Ylinen, Federico Angaramo, Cesare Furlanello:
A heat wave forecast system for Europe. IEEE BigData 2017: 3734-3738 - [c20]Gabriele Calabrò, Andrea Bizzego, Stefano Cainelli, Cesare Furlanello, Paola Venuti:
M-MS: A Multi-Modal Synchrony Dataset to Explore Dyadic Interaction in ASD. IIH-MSP (1) 2017: 543-553 - [i11]Marco Cristoforetti, Giuseppe Jurman, Andrea I. Nardelli, Cesare Furlanello:
Towards meaningful physics from generative models. CoRR abs/1705.09524 (2017) - [i10]Cesare Furlanello, Manlio De Domenico, Giuseppe Jurman, Nicole Bussola:
Towards a scientific blockchain framework for reproducible data analysis. CoRR abs/1707.06552 (2017) - [i9]Diego Fioravanti, Ylenia Giarratano, Valerio Maggio, Claudio Agostinelli, Marco Chierici, Giuseppe Jurman, Cesare Furlanello:
Phylogenetic Convolutional Neural Networks in Metagenomics. CoRR abs/1709.02268 (2017) - [i8]Nastaran Mohammadian Rad, Seyed Mostafa Kia, Calogero Zarbo, Twan van Laarhoven, Giuseppe Jurman, Paola Venuti, Elena Marchiori, Cesare Furlanello:
Deep Learning for Automatic Stereotypical Motor Movement Detection using Wearable Sensors in Autism Spectrum Disorders. CoRR abs/1709.05956 (2017) - [i7]Valerio Maggio, Marco Chierici, Giuseppe Jurman, Cesare Furlanello:
A multiobjective deep learning approach for predictive classification in Neuroblastoma. CoRR abs/1711.08198 (2017) - 2016
- [c19]Nastaran Mohammadian Rad, Seyed Mostafa Kia, Calogero Zarbo, Giuseppe Jurman, Paola Venuti, Cesare Furlanello:
Stereotypical Motor Movement Detection in Dynamic Feature Space. ICDM Workshops 2016: 487-494 - [c18]Nastaran Mohammadian Rad, Cesare Furlanello:
Applying Deep Learning to Stereotypical Motor Movement Detection in Autism Spectrum Disorders. ICDM Workshops 2016: 1235-1242 - 2015
- [c17]Giuseppe Jurman, Roberto Visintainer, Michele Filosi, Samantha Riccadonna, Cesare Furlanello:
The HIM glocal metric and kernel for network comparison and classification. DSAA 2015: 1-10 - [i6]Nastaran Mohammadian Rad, Andrea Bizzego, Seyed Mostafa Kia, Giuseppe Jurman, Paola Venuti, Cesare Furlanello:
Convolutional Neural Network for Stereotypical Motor Movement Detection in Autism. CoRR abs/1511.01865 (2015) - [i5]Marco Cristoforetti, Marco Guerini, Giuseppe Jurman, Cesare Furlanello:
Community dynamics in connected time-dependent multilayer networks. CoRR abs/1511.03447 (2015) - 2014
- [j16]The Fantom Consortium, RIKEN PMII, RIKEN CLST (DGT), Alistair R. R. Forrest, Hideya Kawaji, Michael Rehli, J. Kenneth Baillie, Michiel J. L. de Hoon, Vanja Haberle, Timo Lassmann, Ivan V. Kulakovskiy, Marina Lizio, Masayoshi Itoh, Robin Andersson, Christopher J. Mungall, Terrence F. Meehan, Sebastian Schmeier, Nicolas Bertin, Mette Jørgensen, Emmanuel Dimont, Erik Arner, Christian Schmidl, Ulf Schaefer, Yulia A. Medvedeva, Charles Plessy, Morana Vitezic, Jessica Severin, Colin A. M. Semple, Yuri Ishizu, Robert S. Young, Margherita Francescatto, Intikhab Alam, Davide Albanese, Gabriel M. Altschuler, Takahiro Arakawa, John A. C. Archer, Peter Arner, Magda Babina, Sarah Rennie, Piotr J. Balwierz, Anthony G. Beckhouse, Swati Pradhan-Bhatt, Judith A. Blake, Antje Blumenthal, Beatrice Bodega, Alessandro Bonetti, James Briggs, Frank Brombacher, A. Maxwell Burroughs, Andrea Califano, Carlo V. Cannistraci, Daniel Carbajo, Yun Chen, Marco Chierici, Yari Ciani, Hans Clevers, Emiliano Dalla, Carrie A. Davis, Michael Detmar, Alexander D. Diehl, Taeko Dohi, Finn Drabløs, Albert S. B. Edge, Matthias Edinger, Karl Ekwall, Mitsuhiro Endoh, Hideki Enomoto, Michela Fagiolini, Lynsey Fairbairn, Hai Fang, Mary C. Farach-Carson, Geoffrey J. Faulkner, Alexander V. Favorov, Malcolm E. Fisher, Martin C. Frith, Rie Fujita, Shiro Fukuda, Cesare Furlanello, Masaaki Furuno, Jun-ichi Furusawa, Teunis B. Geijtenbeek, Andrew P. Gibson, Thomas R. Gingeras, Daniel Goldowitz, Julian Gough, Sven Guhl, Reto Guler, Stefano Gustincich, Thomas J. Ha, Masahide Hamaguchi, Mitsuko Hara, Matthias Harbers, Jayson Harshbarger, Akira Hasegawa, Yuki Hasegawa, Takehiro Hashimoto, Meenhard Herlyn, Kelly J. Hitchens, Shannan J. Ho Sui, Oliver M. Hofmann, Ilka Hoof, Fumi Hori, Lukasz Huminiecki, Kei Iida, Tomokatsu Ikawa, Boris R. Jankovic, Hui Jia, Anagha Joshi, Giuseppe Jurman, Bogumil Kaczkowski, Chieko Kai, Kaoru Kaida, Ai Kaiho, Kazuhiro Kajiyama, Mutsumi Kanamori-Katayama, Artem S. Kasianov, Takeya Kasukawa, Shintaro Katayama, Sachi Kato, Shuji Kawaguchi, Hiroshi Kawamoto, Yuki I. Kawamura, Tsugumi Kawashima, Judith S. Kempfle, Tony J. Kenna, Juha Kere, Levon M. Khachigian, Toshio Kitamura, S. Peter Klinken, Alan J. Knox, Miki Kojima, Soichi Kojima, Naoto Kondo, Haruhiko Koseki, Shigeo Koyasu, Sarah Krampitz, Atsutaka Kubosaki, Andrew T. Kwon, Jeroen F. J. Laros, Weonju Lee, Andreas Lennartsson, Kang Li, Berit Lilje, Leonard Lipovich, Alan Mackay-Sim, Ri-ichiroh Manabe, Jessica Cara Mar, Benoit Marchand, Anthony Mathelier, Niklas Mejhert, Alison M. Meynert, Yosuke Mizuno, David A. de Lima Morais, Hiromasa Morikawa, Mitsuru Morimoto, Kazuyo Moro, Efthymios Motakis, Hozumi Motohashi, Christine Mummery, Mitsuyoshi Murata, Sayaka Nagao-Sato, Yutaka Nakachi, Fumio Nakahara, Toshiyuki Nakamura, Yukio Nakamura, Kenichi Nakazato, Erik van Nimwegen, Noriko Ninomiya, Hiromi Nishiyori, Shohei Noma, Tadasuke Nozaki, Soichi Ogishima, Naganari Ohkura, Hiroko Ohmiya, Hiroshi Ohno, Mitsuhiro Ohshima, Mariko Okada-Hatakeyama, Yasushi Okazaki, Valerio Orlando, Dmitry A. Ovchinnikov, Arnab Pain, Robert Passier, Margaret Patrikakis, Helena Persson, Silvano Piazza, James G. D. Prendergast, Owen J. L. Rackham, Jordan A. Ramilowski, Mamoon Rashid, Timothy Ravasi, Patrizia Rizzu, Marco Roncador, Sugata Roy, Morten B. Rye, Eri Saijyo, Antti Sajantila, Akiko Saka, Shimon Sakaguchi, Mizuho Sakai, Hiroki Sato, Hironori Sato, Suzana Savvi, Alka Saxena, Claudio Schneider, Erik A. Schultes, Gundula G. Schulze-Tanzil, Anita Schwegmann, Thierry Sengstag, Guojun Sheng, Hisashi Shimoji, Yishai Shimoni, Jay W. Shin, Christophe Simon, Daisuke Sugiyama, Takaaki Sugiyama, Masanori Suzuki, Naoko Suzuki, Rolf K. Swoboda, Peter A. C. 't Hoen, Michihira Tagami, Naoko Takahashi, Jun Takai, Hiroshi Tanaka, Hideki Tatsukawa, Zuotian Tatum, Mark Thompson, Hiroo Toyoda, Tetsuro Toyoda, Eivind Valen, Marc van de Wetering, Linda M. van den Berg, Roberto Verardo, Dipti Vijayan, Ilya E. Vorontsov, Wyeth W. Wasserman, Shoko Watanabe, Christine A. Wells, Louise N. Winteringham, Ernst Wolvetang, Emily J. Wood, Yoko Yamaguchi, Masayuki Yamamoto, Misako Yoneda, Yohei Yonekura, Shigehiro Yoshida, Susan E. Zabierowski, Peter G. Zhang, Xiaobei Zhao, Silvia Zucchelli, Kim M. Summers, Harukazu Suzuki, Carsten O. Daub, Jun Kawai, Peter Heutink, Winston Hide, Tom C. Freeman, Boris Lenhard, Vladimir B. Bajic, Martin S. Taylor, Vsevolod J. Makeev, Albin Sandelin, David A. Hume, Piero Carninci, Yoshihide Hayashizaki:
A promoter-level mammalian expression atlas. Nat. 507(7493): 462-470 (2014) - [i4]Gabriele Lami, Marco Cristoforetti, Giuseppe Jurman, Cesare Furlanello, Tommaso Furlanello:
Entropy Dynamics of Community Alignment in the Italian Parliament Time-Dependent Network. CoRR abs/1411.0827 (2014) - 2013
- [j15]Davide Albanese, Michele Filosi, Roberto Visintainer, Samantha Riccadonna, Giuseppe Jurman, Cesare Furlanello:
minerva and minepy: a C engine for the MINE suite and its R, Python and MATLAB wrappers. Bioinform. 29(3): 407-408 (2013) - 2012
- [i3]Giuseppe Jurman, Roberto Visintainer, Samantha Riccadonna, Michele Filosi, Cesare Furlanello:
A glocal distance for network comparison. CoRR abs/1201.2931 (2012) - [i2]Davide Albanese, Roberto Visintainer, Stefano Merler, Samantha Riccadonna, Giuseppe Jurman, Cesare Furlanello:
mlpy: Machine Learning Python. CoRR abs/1202.6548 (2012) - 2011
- [c16]Annalisa Barla, Giuseppe Jurman, Roberto Visintainer, Margherita Squillario, Michele Filosi, Samantha Riccadonna, Cesare Furlanello:
A Machine Learning Pipeline for Discriminant Pathways Identification. CIBB 2011: 36-48 - 2010
- [j14]Giorgio Guzzetta, Giuseppe Jurman, Cesare Furlanello:
A machine learning pipeline for quantitative phenotype prediction from genotype data. BMC Bioinform. 11(S-8): S3 (2010) - [c15]Giuseppe Jurman, Roberto Visintainer, Cesare Furlanello:
An introduction to spectral distances in networks. WIRN 2010: 227-234
2000 – 2009
- 2008
- [j13]Annalisa Barla, Giuseppe Jurman, Samantha Riccadonna, Stefano Merler, Marco Chierici, Cesare Furlanello:
Machine learning methods for predictive proteomics. Briefings Bioinform. 9(2): 119-128 (2008) - [j12]Giuseppe Jurman, Stefano Merler, Annalisa Barla, Silvano Paoli, Antonio Galea, Cesare Furlanello:
Algebraic stability indicators for ranked lists in molecular profiling. Bioinform. 24(2): 258-264 (2008) - [j11]Silvano Paoli, Giuseppe Jurman, Davide Albanese, Stefano Merler, Cesare Furlanello:
Integrating gene expression profiling and clinical data. Int. J. Approx. Reason. 47(1): 58-69 (2008) - [c14]Pablo M. Granitto, Franco Biasioli, Cesare Furlanello, Flavia Gasperi:
Efficient Feature Selection for PTR-MS Fingerprinting of Agroindustrial Products. ICANN (2) 2008: 42-51 - 2007
- [j10]Stefano Merler, Bruno Caprile, Cesare Furlanello:
Parallelizing AdaBoost by weights dynamics. Comput. Stat. Data Anal. 51(5): 2487-2498 (2007) - [j9]Samantha Riccadonna, Giuseppe Jurman, Stefano Merler, Silvano Paoli, Alessandro Quattrone, Cesare Furlanello:
Supervised classification of combined copy number and gene expression data. J. Integr. Bioinform. 4(3) (2007) - [c13]Stefano Merler, Giuseppe Jurman, Cesare Furlanello:
Deriving the Kernel from Training Data. MCS 2007: 32-41 - 2006
- [j8]Cesare Furlanello, Stefano Merler, Giuseppe Jurman:
Combining feature selection and DTW for time-varying functional genomics. IEEE Trans. Signal Process. 54(6-2): 2436-2443 (2006) - [c12]Stefano Merler, Giuseppe Jurman, Cesare Furlanello, Caterina Rizzo, Antonino Bella, Marco Massari, Marta Luisa Ciofi degli Atti:
Strategies for containing an influenza pandemic: the case of Italy. BIONETICS 2006: 11 - [c11]Annalisa Barla, Bettina Irler, Stefano Merler, Giuseppe Jurman, Silvano Paoli, Cesare Furlanello:
Proteome Profiling without Selection Bias. CBMS 2006: 941-946 - 2005
- [j7]Cesare Furlanello, Maria Serafini, Stefano Merler, Giuseppe Jurman:
Semisupervised Learning for Molecular Profiling. IEEE ACM Trans. Comput. Biol. Bioinform. 2(2): 110-118 (2005) - [c10]Stefano Merler, Cesare Furlanello, Giuseppe Jurman:
Machine Learning on Historic Air Photographs for Mapping Risk of Unexploded Bombs. ICIAP 2005: 735-742 - [c9]Silvano Paoli, Giuseppe Jurman, Davide Albanese, Stefano Merler, Cesare Furlanello:
Semisupervised Profiling of Gene Expressions and Clinical Data. WILF 2005: 284-289 - 2004
- [j6]Stefano Merler, Bruno Caprile, Cesare Furlanello:
Bias-Variance Control Via Hard Points Shaving. Int. J. Pattern Recognit. Artif. Intell. 18(5): 891-903 (2004) - [c8]Bruno Caprile, Stefano Merler, Cesare Furlanello, Giuseppe Jurman:
Exact Bagging with k-Nearest Neighbour Classifiers. Multiple Classifier Systems 2004: 72-81 - 2003
- [j5]Cesare Furlanello, Maria Serafini, Stefano Merler, Giuseppe Jurman:
Entropy-based gene ranking without selection bias for the predictive classification of microarray data. BMC Bioinform. 4: 54 (2003) - [j4]Stefano Merler, Cesare Furlanello, Barbara Larcher, Andrea Sboner:
Automatic model selection in cost-sensitive boosting. Inf. Fusion 4(1): 3-10 (2003) - [j3]Cesare Furlanello, Maria Serafini, Stefano Merler, Giuseppe Jurman:
An accelerated procedure for recursive feature ranking on microarray data. Neural Networks 16(5-6): 641-648 (2003) - 2002
- [c7]Bruno Caprile, Cesare Furlanello, Stefano Merler:
Highlighting Hard Patterns via AdaBoost Weights Evolution. Multiple Classifier Systems 2002: 72-80 - [i1]Bruno Caprile, Cesare Furlanello, Stefano Merler:
The Dynamics of AdaBoost Weights Tells You What's Hard to Classify. CoRR cs.LG/0201014 (2002) - 2001
- [c6]Stefano Merler, Cesare Furlanello, Barbara Larcher, Andrea Sboner:
Tuning Cost-Sensitive Boosting and Its Application to Melanoma Diagnosis. Multiple Classifier Systems 2001: 32-42 - 2000
- [c5]Cesare Furlanello, Stefano Merler:
Boosting of Tree-Based Classifiers for Predictive Risk Modeling in GIS. Multiple Classifier Systems 2000: 220-229
1990 – 1999
- 1997
- [j2]Cesare Furlanello, Diego Giuliani, Edmondo Trentin, Stefano Merler:
Speaker Normalization and Model Selection of Combined Neural Networks. Connect. Sci. 9(1): 31-50 (1997) - 1995
- [c4]Cesare Furlanello, Diego Giuliani, Edmondo Trentin, Daniele Falavigna:
Application of Generalized Radial Basis Functions In Speaker Normalization and Identification. ISCAS 1995: 1704-1707 - 1994
- [c3]Cesare Furlanello, Diego Giuliani, Edmondo Trentin:
Connectionist Speaker Normalization with Generalized Resource Allocating Networks. NIPS 1994: 865-874 - 1993
- [j1]Bruno Crespi, Cesare Furlanello, Luigi Stringa:
A memory-based approach to navigation. Biol. Cybern. 69(5-6): 385-393 (1993) - [c2]Bruno Crespi, Cesare Furlanello, Luigi Stringa:
Memory-Based Navigation. IJCAI 1993: 1654-1660 - 1992
- [c1]Anio O. Arigoni, Cesare Furlanello, Vittorio Maniezzo:
Incremental Learning of Roughly Represented Concepts. IPMU 1992: 192-198
Coauthor Index
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