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Journal Articles
- 2024
- [j29]Claudio Marrocco
, Alessandro Bria
, Francesco Tortorella
, Sara Parrilli
, Luca Cicala
, Mariano Focareta, Giuseppe Meoli
, Mario Molinara
:
Illegal Microdumps Detection in Multi-Mission Satellite Images With Deep Neural Network and Transfer Learning Approach. IEEE Access 12: 79585-79601 (2024) - 2023
- [j28]Marco Cantone, Claudio Marrocco
, Francesco Tortorella
, Alessandro Bria
:
Learnable DoG convolutional filters for microcalcification detection. Artif. Intell. Medicine 143: 102629 (2023) - [j27]Amparo S. Betancourt Tarifa, Claudio Marrocco, Mario Molinara
, Francesco Tortorella, Alessandro Bria
:
Transformer-based mass detection in digital mammograms. J. Ambient Intell. Humaniz. Comput. 14(3): 2723-2737 (2023) - [j26]Marco Cantone
, Claudio Marrocco
, Francesco Tortorella
, Alessandro Bria
:
Convolutional Networks and Transformers for Mammography Classification: An Experimental Study. Sensors 23(3): 1229 (2023) - 2020
- [j25]Benedetta Savelli, Alessandro Bria, Mario Molinara, Claudio Marrocco
, Francesco Tortorella:
A multi-context CNN ensemble for small lesion detection. Artif. Intell. Medicine 103: 101749 (2020) - [j24]Alessandro Bria
, Claudio Marrocco
, Francesco Tortorella
:
Addressing class imbalance in deep learning for small lesion detection on medical images. Comput. Biol. Medicine 120: 103735 (2020) - [j23]Luca Greco
, Gennaro Percannella
, Pierluigi Ritrovato, Francesco Tortorella
, Mario Vento:
Trends in IoT based solutions for health care: Moving AI to the edge. Pattern Recognit. Lett. 135: 346-353 (2020) - 2018
- [j22]Alessandro Bria
, Claudio Marrocco
, Lucas R. Borges
, Mario Molinara
, Agnese Marchesi, Jan-Jurre Mordang, Nico Karssemeijer, Francesco Tortorella
:
Improving the Automated Detection of Calcifications Using Adaptive Variance Stabilization. IEEE Trans. Medical Imaging 37(8): 1857-1864 (2018) - 2016
- [j21]Alessandro Bria, Claudio Marrocco
, Mario Molinara
, Francesco Tortorella
:
An effective learning strategy for cascaded object detection. Inf. Sci. 340-341: 17-26 (2016) - [j20]Claudio Marrocco
, Francesco Tortorella:
Exploiting coding theory for classification: An LDPC-based strategy for multiclass-to-binary decomposition. Inf. Sci. 357: 88-107 (2016) - 2014
- [j19]Alessandro Bria, Nico Karssemeijer, Francesco Tortorella
:
Learning from unbalanced data: A cascade-based approach for detecting clustered microcalcifications. Medical Image Anal. 18(2): 241-252 (2014) - 2012
- [j18]Paolo Simeone
, Claudio Marrocco
, Francesco Tortorella
:
Design of reject rules for ECOC classification systems. Pattern Recognit. 45(2): 863-875 (2012) - [j17]Paolo Soda, Sameer K. Antani, Francesco Tortorella, Mario Cannataro, Mykola Pechenizkiy
, Alexey Tsymbal:
Trends in computer-based medical systems. SIGHIT Rec. 2(2): 46-50 (2012) - 2011
- [j16]Maria Teresa Ricamato, Francesco Tortorella
:
Partial AUC maximization in a linear combination of dichotomizers. Pattern Recognit. 44(10-11): 2669-2677 (2011) - [j15]Claudio Marrocco
, Mario Molinara
, Francesco Tortorella
:
On Linear Combinations of Dichotomizers for Maximizing the Area Under the ROC Curve. IEEE Trans. Syst. Man Cybern. Part B 41(3): 610-620 (2011) - 2010
- [j14]Paolo Soda
, Mykola Pechenizkiy
, Francesco Tortorella
, Alexey Tsymbal:
Knowledge discovery and computer-based decision support in biomedicine. Artif. Intell. Medicine 50(1): 1-2 (2010) - [j13]Claudio Marrocco
, Mario Molinara
, Ciro D'Elia, Francesco Tortorella
:
A computer-aided detection system for clustered microcalcifications. Artif. Intell. Medicine 50(1): 23-32 (2010) - 2008
- [j12]Claudio Marrocco
, Robert P. W. Duin, Francesco Tortorella
:
Maximizing the area under the ROC curve by pairwise feature combination. Pattern Recognit. 41(6): 1961-1974 (2008) - 2006
- [j11]Francesco Tortorella
:
Special issue on "ROC Analysis in Pattern Recognition". Pattern Recognit. Lett. 27(8): 859-860 (2006) - [j10]Claudio Marrocco
, Mario Molinara
, Francesco Tortorella
:
Exploiting AUC for optimal linear combinations of dichotomizers. Pattern Recognit. Lett. 27(8): 900-907 (2006) - 2005
- [j9]Francesco Tortorella
:
A ROC-based reject rule for dichotomizers. Pattern Recognit. Lett. 26(2): 167-180 (2005) - 2004
- [j8]Francesco Tortorella:
Reducing the classification cost of support vector classifiers through an ROC-based reject rule. Pattern Anal. Appl. 7(2): 128-143 (2004) - 2003
- [j7]Massimo De Santo, Mario Molinara
, Francesco Tortorella
, Mario Vento:
Automatic classification of clustered microcalcifications by a multiple expert system. Pattern Recognit. 36(7): 1467-1477 (2003) - 2001
- [j6]Carlo Sansone
, Francesco Tortorella
, Mario Vento:
A Classification Reliability Driven Reject Rule for Multi-Expert Systems. Int. J. Pattern Recognit. Artif. Intell. 15(6): 885-904 (2001) - 1999
- [j5]Pasquale Foggia
, Carlo Sansone
, Francesco Tortorella
, Mario Vento:
Combining statistical and structural approaches for handwritten character description. Image Vis. Comput. 17(9): 701-711 (1999) - [j4]Pasquale Foggia, Carlo Sansone, Francesco Tortorella, Mario Vento:
Definition and Validation of a Distance Measure Between Structural Primitives. Pattern Anal. Appl. 2(3): 215-227 (1999) - [j3]Pasquale Foggia, Carlo Sansone, Francesco Tortorella, Mario Vento:
Multiclassification: reject criteria for the Bayesian combiner. Pattern Recognit. 32(8): 1435-1447 (1999) - 1995
- [j2]Claudio De Stefano
, Francesco Tortorella
, Mario Vento:
An entropy based method for extracting robust binary-templates. Mach. Vis. Appl. 8(3): 173-178 (1995) - [j1]Luigi P. Cordella, Claudio De Stefano
, Francesco Tortorella
, Mario Vento:
A method for improving classification reliability of multilayer perceptrons. IEEE Trans. Neural Networks 6(5): 1140-1147 (1995)
Conference and Workshop Papers
- 2023
- [c74]Ruth Kehali Kassahun
, Mario Molinara
, Alessandro Bria
, Claudio Marrocco
, Francesco Tortorella
:
Breast Mass Detection and Classification Using Transfer Learning on OPTIMAM Dataset Through RadImageNet Weights. ICIAP Workshops (2) 2023: 71-82 - [c73]Gennaro Percannella
, Umberto Petruzzello
, Francesco Tortorella
, Mario Vento
:
Combined Data Augmentation for HEp-2 Cells Image Classification. ICIAP Workshops (2) 2023: 104-115 - [c72]Halldór Kárason, Pierluigi Ritrovato, Nicola Maffulli, Francesco Tortorella:
Generative Data Augmentation of Human Biomechanics. ICIAP Workshops (1) 2023: 482-493 - 2022
- [c71]Marya Ryspayeva, Mario Molinara, Alessandro Bria, Claudio Marrocco, Francesco Tortorella:
Transfer Learning in Breast Mass Detection on the OMI-DB Dataset: A Preliminary Study. ICPR Workshops (1) 2022: 529-538 - [c70]Gennaro Percannella
, Umberto Petruzzello
, Pierluigi Ritrovato, Leonardo Rundo
, Francesco Tortorella, Mario Vento:
Joint Intensity Classification and Specimen Segmentation on HEp-2 Images: a Deep Learning Approach. ICPR 2022: 4343-4349 - [c69]Zakia Khatun, Mariella Tsirilaki, Alessia Lindemann, Francesco Tortorella, Nicola Maffulli, Halldór Jónsson Jr., Paolo Gargiulo:
The Role of Muscle and Tendon in Predicting Cartilage Degeneration and Tendinopathy. MetroXRAINE 2022: 289-294 - 2020
- [c68]Alessandro Bria
, Claudio Marrocco
, Francesco Tortorella
:
Sinc-Based Convolutional Neural Networks for EEG-BCI-Based Motor Imagery Classification. ICPR Workshops (1) 2020: 526-535 - 2019
- [c67]Benedetta Savelli, Claudio Marrocco
, Alessandro Bria, Mario Molinara, Francesco Tortorella:
Combining Convolutional Neural Networks for Multi-context Microcalcification Detection in Mammograms. CAIP Workshops 2019: 36-44 - 2018
- [c66]Claudio Marrocco
, Alessandro Bria, Valerio Di Sano, Lucas R. Borges, Benedetta Savelli, Mario Molinara
, Jan-Jurre Mordang, Nico Karssemeijer, Francesco Tortorella:
Mammogram denoising to improve the calcification detection performance of convolutional nets. IWBI 2018: 107180W - [c65]Alessandro Bria, Claudio Marrocco
, Mario Molinara
, Benedetta Savelli, Jan-Jurre Mordang, Nico Karssemeijer, Francesco Tortorella:
Improving the automated detection of calcifications by combining deep cascades and deep convolutional nets. IWBI 2018: 1071808 - [c64]Giovanni Trovini, Christian Napoli, Robert Marti
, Amaya Martin, Alessandro Bria, Claudio Marrocco
, Mario Molinara
, Francesco Tortorella, Oliver Díaz
:
A deep learning framework for micro-calcification detection in 2D mammography and C-view. IWBI 2018: 1071811 - [c63]Paolo Bruschi, Gianni Cerro
, Lorenzo Colace, Andrea De Iacovo, Simone Del Cesta, Marco Ferdinandi, Luigi Ferrigno
, Mario Molinara
, Andrea Ria
, Roberto Simmarano, Francesco Tortorella, Carlo Venettacci:
A Novel Integrated Smart System for Indoor Air Monitoring and Gas Recognition. SMARTCOMP 2018: 470-475 - 2017
- [c62]Agnese Marchesi, Alessandro Bria, Claudio Marrocco
, Mario Molinara
, Jan-Jurre Mordang, Francesco Tortorella, Nico Karssemeijer:
The Effect of Mammogram Preprocessing on Microcalcification Detection with Convolutional Neural Networks. CBMS 2017: 207-212 - [c61]Benedetta Savelli, Alessandro Bria, Adrian Galdran
, Claudio Marrocco
, Mario Molinara
, Aurélio J. C. Campilho
, Francesco Tortorella:
Illumination Correction by Dehazing for Retinal Vessel Segmentation. CBMS 2017: 219-224 - [c60]Grazia Fattoruso, Annalisa Agresta, Saverio De Vito, Antonio Buonanno, Mario Molinara
, Claudio Marrocco
, Francesco Tortorella, Girolamo Di Francia
:
Online Anomaly Detection on Rain Gauge Networks for Robust Alerting Services to Citizens at Risk from Flooding. ICCSA (3) 2017: 427-442 - [c59]Benedetta Savelli, Agnese Marchesi, Alessandro Bria, Claudio Marrocco
, Mario Molinara
, Francesco Tortorella:
Retinal Vessel Segmentation Through Denoising and Mathematical Morphology. ICIAP (2) 2017: 267-276 - [c58]Alessandro Bria, Claudio Marrocco
, Adrian Galdran
, Aurélio Campilho
, Agnese Marchesi, Jan-Jurre Mordang, Nico Karssemeijer, Mario Molinara
, Francesco Tortorella:
Spatial Enhancement by Dehazing for Detection of Microcalcifications with Convolutional Nets. ICIAP (2) 2017: 288-298 - 2016
- [c57]Alessandro Bria, Claudio Marrocco
, Jan-Jurre Mordang, Nico Karssemeijer, Mario Molinara
, Francesco Tortorella:
LUT-QNE: Look-Up-Table Quantum Noise Equalization in Digital Mammograms. Digital Mammography / IWDM 2016: 27-34 - [c56]Alessandro Bria, Claudio Marrocco
, Nico Karssemeijer, Mario Molinara
, Francesco Tortorella:
Deep Cascade Classifiers to Detect Clusters of Microcalcifications. Digital Mammography / IWDM 2016: 415-422 - 2014
- [c55]Claudio Marrocco
, Francesco Tortorella
:
Bit Error Recovery in ECOC Systems through LDPC Codes. ICPR 2014: 1454-1459 - [c54]Claudio Marrocco
, Francesco Tortorella
:
Designing LDPC Codes for ECOC Classification Systems. S+SSPR 2014: 454-463 - 2013
- [c53]Alessandro Bria, Claudio Marrocco
, Mario Molinara
, Francesco Tortorella
:
Cascaded Rank-Based Classifiers for Detecting Clusters of Microcalcifications. AIME 2013: 166-170 - [c52]Mario Molinara
, Claudio Marrocco
, Francesco Tortorella
:
Automatic segmentation of the pectoral muscle in mediolateral oblique mammograms. CBMS 2013: 506-509 - [c51]Mario Molinara
, Claudio Marrocco
, Francesco Tortorella
:
A Boosting-Based Approach to Refine the Segmentation of Masses in Mammography. ICIAP (2) 2013: 572-580 - [c50]Carlo Sansone
, Sabato Manfredi
, Edmondo Di Tucci, Saverio De Vito
, Grazia Fattoruso, Francesco Tortorella
:
A novel approach for detecting alerts in urban pollution monitoring with low cost sensors. M&N 2013: 89-93 - [c49]Claudio Marrocco
, Paolo Simeone
, Francesco Tortorella
:
Coding Theory Tools for Improving Recognition Performance in ECOC Systems. MCS 2013: 201-211 - 2012
- [c48]Claudio Marrocco
, Mario Molinara
, Francesco Tortorella
, Pierluigi Rinaldi, Lorenzo Bonomo, Alfredo Ferrarotti, Cesare Aragno, Salvatore Schiano lo Moriello:
Detection of cluster of microcalcifications based on watershed segmentation algorithm. CBMS 2012: 1-5 - [c47]Alessandro Bria, Claudio Marrocco, Mario Molinara, Francesco Tortorella:
A ranking-based cascade approach for unbalanced data. ICPR 2012: 3439-3442 - [c46]Alessandro Bria
, Claudio Marrocco
, Mario Molinara
, Francesco Tortorella
:
Detecting Clusters of Microcalcifications with a Cascade-Based Approach. Digital Mammography / IWDM 2012: 111-118 - 2011
- [c45]Claudio Marrocco
, Mario Molinara
, Francesco Tortorella
, Alfredo Ferrarotti, Pierluigi Rinaldi, Lorenzo Bonomo, Cesare Aragno, Salvatore Schiano lo Moriello:
A multidisciplinary approach to the design and development of a CAD system for the detection of clustered microcalcifications. CBMS 2011: 1-6 - [c44]Paolo Simeone
, Claudio Marrocco
, Francesco Tortorella
:
Shaping the Error-Reject Curve of Error Correcting Output Coding Systems. ICIAP (1) 2011: 118-127 - [c43]Claudio Marrocco
, Mario Molinara
, Francesco Tortorella
:
Exploring Cascade Classifiers for Detecting Clusters of Microcalcifications. ICIAP (1) 2011: 384-392 - [c42]Pasquale D'Andreti, Francesco Tortorella
:
A machine learning based algorithm for routing bandwidth-guaranteed paths in MPLS TE: Improvements and performance assessment. M&N 2011: 65-70 - [c41]Maria Teresa Ricamato, Mario Molinara
, Francesco Tortorella
:
Selection Strategies for pAUC-Based Combination of Dichotomizers. MCS 2011: 177-186 - [c40]Paolo Simeone
, Claudio Marrocco
, Francesco Tortorella
:
Two Stage Reject Rule for ECOC Classification Systems. MCS 2011: 217-226 - 2010
- [c39]Maria Teresa Ricamato, Francesco Tortorella
:
AUC-based Combination of Dichotomizers: Is Whole Maximization also Effective for Partial Maximization? ICPR 2010: 73-76 - [c38]Paolo Simeone
, Claudio Marrocco
, Francesco Tortorella
:
Exploiting System Knowledge to Improve ECOC Reject Rules. ICPR 2010: 4340-4343 - [c37]Saverio De Vito
, Eugenio Martinelli, Raffaele Di Fuccio
, Francesco Tortorella
, Girolamo Di Francia
, Arnaldo D'Amico, Corrado Di Natale
:
Artificial immune systems for Artificial Olfaction data analysis: Comparison between AIRS and ANN models. IJCNN 2010: 1-7 - [c36]Claudio Marrocco
, Paolo Simeone
, Francesco Tortorella
:
A Linear Combination of Classifiers via Rank Margin Maximization. SSPR/SPR 2010: 650-659 - [c35]Maria Teresa Ricamato, Francesco Tortorella
:
Combination of Dichotomizers for Maximizing the Partial Area under the ROC Curve. SSPR/SPR 2010: 660-669 - 2009
- [c34]Claudio Marrocco
, Mario Molinara
, Maria Teresa Ricamato, Francesco Tortorella
:
Towards a Linear Combination of Dichotomizers by Margin Maximization. ICIAP 2009: 1043-1052 - 2008
- [c33]Ciro D'Elia, Claudio Marrocco
, Mario Molinara
, Francesco Tortorella
:
Detection of Clusters of Microcalcifications in Mammograms: A Multi Classifier Approach. CBMS 2008: 572-577 - [c32]Maria Teresa Ricamato, Claudio Marrocco, Francesco Tortorella:
MCS-based balancing techniques for skewed classes: An empirical comparison. ICPR 2008: 1-4 - [c31]Francesco Tortorella, Rossella Patraccone, Mario Molinara:
A Dynamic Programming approach for segmenting digital planar curves into line segments and circular arcs. ICPR 2008: 1-4 - [c30]Paolo Simeone
, David M. J. Tax, Robert P. W. Duin, Francesco Tortorella
:
A Fast Approach to Improve Classification Performance of ECOC Classification Systems. SSPR/SPR 2008: 459-468 - [c29]Claudio Marrocco
, Maria Teresa Ricamato, Francesco Tortorella
:
Exploring Margin Maximization for Biometric Score Fusion. SSPR/SPR 2008: 674-683 - 2007
- [c28]Mario Molinara
, Maria Teresa Ricamato, Francesco Tortorella
:
Facing Imbalanced Classes through Aggregation of Classifiers. ICIAP 2007: 43-48 - [c27]Claudio Marrocco, Paolo Simeone, Francesco Tortorella:
Embedding Reject Option in ECOC Through LDPC Codes. MCS 2007: 333-343 - [c26]Claudio Marrocco, Mario Molinara, Francesco Tortorella:
An Empirical Comparison of Ideal and Empirical ROC-Based Reject Rules. MLDM 2007: 47-60 - [c25]Claudio Marrocco, Paolo Simeone, Francesco Tortorella:
A Framework for Multiclass Reject in ECOC Classification Systems. SCIA 2007: 313-323 - 2006
- [c24]Claudio Marrocco, Mario Molinara, Francesco Tortorella:
AUC-Based Linear Combination of Dichotomizers. SSPR/SPR 2006: 714-722 - 2005
- [c23]Claudio Marrocco
, Mario Molinara
, Francesco Tortorella
:
Estimating the ROC Curve of Linearly Combined Dichotomizers. ICIAP 2005: 778-785 - [c22]Claudio Marrocco
, Mario Molinara
, Francesco Tortorella
:
Algorithms for Detecting Clusters of Microcalcifications in Mammograms. ICIAP 2005: 884-891 - [c21]Domenico Capriglione
, Claudio Marrocco
, Mario Molinara
, Francesco Tortorella
:
SVM Based Regression Schemes for Instruments Fault Accommodation in Automotive Systems. ICIAP 2005: 1117-1124 - 2004
- [c20]Ciro D'Elia, Claudio Marrocco
, Mario Molinara
, Giovanni Poggi, Giuseppe Scarpa, Francesco Tortorella
:
Detection of Microcalcifications Clusters in Mammograms through TS-MRF Segmentation and SVM-based Classification. ICPR (3) 2004: 742-745 - [c19]Claudio Marrocco, Francesco Tortorella:
A Method for Designing Cost-Sensitive ECOC. Multiple Classifier Systems 2004: 204-213 - [c18]Claudio Marrocco, Francesco Tortorella:
A Cost-Sensitive Paradigm for Multiclass to Binary Decomposition Schemes. SSPR/SPR 2004: 753-761 - 2003
- [c17]Francesco Tortorella
:
An empirical comparison of in-learning and post-learning optimization schemes for tuning the support vector machines in cost-sensitive applications. ICIAP 2003: 560-565 - [c16]Francesco Tortorella:
A ROC-Based Reject Rule for Support Vector Machines. MLDM 2003: 106-120 - 2001
- [c15]Luigi P. Cordella, Pasquale Foggia, Carlo Sansone, Francesco Tortorella, Mario Vento:
Prototyping Structural Shape Descriptions by Inductive Learning. IWVF 2001: 484-493 - [c14]Pasquale Foggia, Carlo Sansone, Francesco Tortorella, Mario Vento:
Automatic Classification of Clustered Microcalcifications by a Multiple Classifier System. Multiple Classifier Systems 2001: 208-217 - 2000
- [c13]Luigi P. Cordella, Francesco Tortorella, Mario Vento:
Combining Experts with Different Features for Classifying Clustered Microcalcifications in Mammograms. ICPR 2000: 4324-4327 - [c12]Luigi P. Cordella, Pasquale Foggia, Carlo Sansone, Francesco Tortorella, Mario Vento:
A Cascaded Multiple Expert System for Verification. Multiple Classifier Systems 2000: 330-339 - [c11]Francesco Tortorella:
An Optimal Reject Rule for Binary Classifiers. SSPR/SPR 2000: 611-620 - 1999
- [c10]S. de Vito, Mario Vento, Francesco Tortorella
:
Automatic Classification of Clustered Microcalcifications by a Multiple Expert System. ICIAP 1999: 464-469 - 1998
- [c9]Luigi P. Cordella, Pasquale Foggia, Carlo Sansone
, Francesco Tortorella, Mario Vento:
Graph matching: a fast algorithm and its evaluation. ICPR 1998: 1582-1584 - [c8]Luigi P. Cordella, Pasquale Foggia, Carlo Sansone
, Francesco Tortorella, Mario Vento:
Optimizing the Error/Reject Trade-Off for a Multi-Expert System Using the Bayesian Combining Rule. SSPR/SPR 1998: 716-725 - 1997
- [c7]Pasquale Foggia, Carlo Sansone
, Francesco Tortorella, Mario Vento:
Character Recognition by Geometrical Moments on Structural Decompositions. ICDAR 1997: 6-10 - [c6]Luigi P. Cordella, Pasquale Foggia, Carlo Sansone
, Francesco Tortorella, Mario Vento:
Classification Reliability and Its Use in Multi-classifier Systems. ICIAP (1) 1997: 46-53 - 1996
- [c5]Claudio De Stefano
, Pasquale Foggia
, Francesco Tortorella
, Mario Vento:
A distance measure for structural descriptions using circular arcs as primitives. ICPR 1996: 290-294 - 1994
- [c4]Antonio d'Acierno, Claudio De Stefano
, Francesco Tortorella, Mario Vento:
Can a sequential thinning algorithm be parallelized? ICPR (3) 1994: 360-362 - 1993
- [c3]Claudio De Stefano, Francesco Tortorella, Mario Vento:
Using entropy for drawing reliable templates. ICDAR 1993: 345-348 - 1992
- [c2]Luigi P. Cordella, Claudio De Stefano
, Francesco Tortorella, Mario Vento:
Improving character recognition rate by a multi-net neural classifier. ICPR (2) 1992: 615-618 - [c1]Claudio De Stefano
, Francesco Tortorella, Mario Vento:
A method for the recognition of symbols on geographic maps. ICPR (1) 1992: 734-737
Editorship
- 2012
- [e1]Paolo Soda, Francesco Tortorella, Sameer K. Antani, Mykola Pechenizkiy, Mario Cannataro, Alexey Tsymbal:
Proceedings of CBMS 2012, The 25th IEEE International Symposium on Computer-Based Medical Systems, June 20-22, 2012, Rome, Italy. IEEE Computer Society 2012, ISBN 978-1-4673-2051-1 [contents]
Coauthor Index
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