​​​​Elisabetta Binaghi

Samuele Martinelli, Alberto Arturo Vergani, Elisabetta Binaghi. Comparison of validity indexes for fuzzy clusters of fMRI data, in Proceedings of VII ECCOMAS Conference on Computational Vision and Medical Image Processing (VipImage 2019), Porto 16-18 October, In Press.

Gonella, G., Binaghi, E., Nocera, P., Mordacchini, C. Semi-Automatic Segmentation of MRI Brain Metastases combining Support Vector Machine and Morphological Operators. Int. Conf. Neural Comput. Theory Appl., Vienna, 17-19 Sept. 2019, in Press.

G. Gonella, E. Binaghi, A. Vergani, I. Biotti, L. Levrini. A Cloud Fuzzy Logic Framework for Oral Disease Risk Assessment . Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11291 LNAI, pp. 85-96, 2019.

A. Vergani, S. Martinelli, E. Binaghi, Clustering functional MRI Patterns with Fuzzy and Competitive Algorithms, In In: Barneva R., Brimkov V., Kulczycki P., Tavares J. (eds) Computational Modeling of Objects Presented in Images. Fundamentals, Methods, and Applications. CompIMAGE 2018. Lecture Notes in Computer Science, vol 10986. Springer, Cham.

A. Vergani, E. Binaghi, S. Martinelli, S. Strocchi, Resting State fMRI Functional Connectivity Analysis using Soft Competitive Learning Algorithms, in Proceedings of 15th International Symposium on Computer Methods in Biomechanics and Biomedical Engineering and the 3rd Conference on Imaging and Visualization (CMBBE2018), Lisboa, Portugal, March 26-29 2018.  In Press

A. Vergani, E. Binaghi, A Soft Davies-Bouldin Separation Measure, In Proceedings of IEEE International Conference on Fuzzy Systems, Rio de Janeiro, Brazil, 8-13 2018.

A. Vergani, E. Binaghi, S. Martinelli. Cluster Analysis of Functional Neuroimages using Data Reduction and Competitive Learning Algorithms, Proceedings of 6th Eccomas Thematic Conference on Computational Vision and Medical Image Processing (VipIMAGE 2017), (Tavares, Joao Manuel R. S., Natal Jorge, R.M. eds.), Lecture Notes in Computational Vision and Biomechanics 27, pp.62-71, Springer International Publishing, Porto (Portugal ), October 18-20, 2017. DOI: 10.1007/978-3-319-68195-5, ISBN: 978-3-319-68194-8

E. Binaghi, A. Vergani, V. Pedoia. Accuracy Evaluation of Soft Classifiers using Interval Type-2 Fuzzy Sets Framework, Proceedings of IEEE International Conference on Fuzzy Systems, Naples, July 9-12, 2017, pp. 1-6, doi: 10.1109/FUZZ-IEEE.2017.8015427. URL: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8015427&isnumber=8015374

S. Strocchi, M. Ghielmi, F. Basilico, A. Macchi, R. Novario, R. Ferretti, E. Binaghi,  Quantitative Evaluation of Susceptibility Effects caused by Dental Materials in Head Magnetic resonance Imaging, Proceedings of SPIE Medical Imaging 2016: Physics of Medical Imaging, SPIE  978357, San Diego (CA), March 27,  2016. doi:10.1117/12.2206083.

E. Binaghi,  P. Melchiorre, L. Romitelli, S. Balbi, D. Lattanzi. Automated peritumoral edema segmentation in preoperative brain MRI scans. Proceedings of the 5th Eccomas Thematic Conference on Computational Vision and Medical Image Processing (VipIMAGE 2015) ( Joao Manuel R S Tavares and R. M. Natal Jorge eds.), pp.239–243, CRC Press Tenerife, ISBN: 978-1-138-02926-2, Spain, October 19-21, 2015

V. Pedoia, S. Balbi, E. Binaghi.. Fully Automatic Brain Tumor Segmentation by using Competitive EM and Graph Cut. Proceedings of International Conference on Image Analysis and Processing (ICIAP 2015)  (V. Murino and E. Puppo eds.),  Part I, LNCS 9279, pp. 568–578, Springer International Publishing Switzerland,  ISBN 978-3-319-23230-0, Genova 7-11 September 2015.

E. Binaghi, M. Omodei, V. Pedoia, S. Balbi, D. Lattanzi, E. Monti. Automatic Segmentation of MR Brain Tumor Images using Support Vector Machine in Combination with Graph Cut. Proceedings of the International Conference on Neural Computation Theory and Applications (NCTA-2014), SCITEPRESS (Science and Technology Publications, Lda.) INSTICC Press,  ISBN:9789897580543, pp. 152-157, Rome, October  2014.

E. Binaghi, V. Pedoia, D. Lattanzi, E. Monti, S. Balbi, R.Minotto. Fuzzy reference data estimation in brain tumor segmentation studies.  Proceedings of  IV ECCOMAS Conference VipImage, Computational Vision and Medical Image Processing  (J. M. Tavares, N. Jorge, eds.), pp. 243-248, Taylor and Francis Group, Leiden NDL:CRC Press, ISBN:9781138000810, Madeira, October 2013.

V. Pedoia, E. Binaghi, S. Balbi, A. De Benedictis, E. Monti, R. Minotto. Glial brain tumor detection by using symmetry analysis.  Proceedings of SPIE Medical Imaging: Image Processing  (D. R. Haynor; S. Ourselin eds.), Vol. 8314, pages 831445–831445–8, ISBN:9780819489630, San Diego California, February 2012.

V. Pedoia, A. De Benedictis, G. Renis, E. Monti, S. Balbi, E. Binaghi. Manual labeling strategy for ground truth estimation in MRI glial tumor segmentation. Proceedings of the 1st International Workshop on Visual Interfaces for Ground Truth Collection in Computer Vision Applications VIGTA ’12 (C. Spampinato, B. Boom, H. Jiyin eds),  pp. 8:1–8:4, ACM New York, ISBN:9781450314053,  Capri, Itay, May 2012.

V. Pedoia, S. Strocchi, R. Minotto, E. Binaghi. Hemisphere Dominance Evaluation by using fMRI Activation Weighted Vector. Proceedings of  Computational Modelling of Object Presented In Images: Fundamentals, Methods and Applications  (Di Giamberardino et al. eds),  ISBN:9780415621342, pp.303-306, Taylor&Francis Group, Rome, September  2012.

E.  Monti, V. Pedoia, E. Binaghi, A. De Benedictis, S. Balbi.  Graph based MRI analysis for evaluating the prognostic relevance of longitudinal brain atrophy estimation in post-traumatic diffuse axonal injury. Proceedings of  Computational Modelling of Object Presented In Images: Fundamentals, Methods and Applications  (Di Giamberardino et al. eds),  ISBN:9780415621342, pp.302-305, Taylor&Francis Group, Rome, September  2012.

V. Pedoia, I. Gallo, E. Binaghi. Affine  Spharm Registration: Neural Estimation of Affine Transformation in Spherical Domain. Proceedings of  International Conference on Computer Vision Theory and Applications (VISAPP) ( L. Mestetskiy and J. Braz eds. ),  pages 197–200, SciTePress, Portugal 2011.

V. Pedoia, V. Colli, S. Strocchi, C. Vite, E.  Binaghi, L. Conte,  fMRI analysis software tools: an evaluation Framework, Proceedings of SPIE Medical Imaging: Image Processing: Biomedical Applications in Molecular, Structural, and Functional Imaging, Vol. 7965,  pp. 7965-37, Vilamoura - Algarve, Portugal 5-7 March 2011.

V. Pedoia, E. Binaghi, S. Balbi, A. De Benedictis, E. Monti, R. Minotto. 2D MRI brain segmentation by using feasibility constraints ) , Proceedings of  VIPIMAGE , Computational Vision and Medical Image Processing (J.M. Tavares and N. Jorge eds),  pp.251- 256, CRC Press, Olhao, Portugallo, 2011.

M. Vanetti, E. Binaghi, B. Carminati, M. Carullo, E. Ferrari. Content-based Filtering in On-line Social Networks, Proceedings of ECML/PKDD Workshop on Privacy and Security issues in Data Mining and Machine Learning – Lecture  Notes in Computer Science, vol. 6549, pp.127-140, Springer, 2010.

M. Vanetti, I. Gallo, E. Binaghi, V. Pedoia, M. Raspanti. 3D reconstruction of SEM micrographs by symmetrical self-organizing neural networks , Proceedings of XXI Int. Symp. Morphological Sciences, Messina, 2010.

A. Guidali, E. Binaghi, M. Guglielmin, M. Pascale. Investigating the Behaviour of Radial Basis Function Networks in Regression and Classification of Geospatial Data. Proceedings of Intelligent Data Engineering and Automated Learning - IDEAL2010 (C. Fyfe C, P. Tino , D. Charles D GarciaOsorio C.,Yin HJ. eds.),  vol. 6283 pp.110-117, ISBN:9783642153808, Springer, 2010.

M. Carullo, E. Binaghi. Machine Learning and Link Analysis for Web Content Mining  Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, KDIR 2010 (A. L. N. Fred, F. Joaquim eds.), SciTePress, pp.156- 161, ISBN:9789898425287, Valencia, Spain, October 2010.

A. Zamberletti, I.  Gallo, M. Carullo, E. Binaghi. Nueral  Image  Restoration for  Decoding 1-D Barcodes Using Common Camera Phones. Proceedings of the International Conference on Computer Vision Theory and Applications VISAPP 2010, Angers, France, May 2010.

A. Nodari, E.  Binaghi, M. Carullo, I. Gallo. Key Sample Point Selection: An Improvement of Shape Context Algorithm in Image Retrieval,   Proceedings of Signal Processing, Pattern Recognition and Applications - SPPRA 2010 (B. Zagar, A. Kuijper, H. Sahbi eds.), vol. 678, Innsbruck, Austria, 2010.

E. Binaghi, V. Colli, I. Gallo, S. Strocchi, C. Vite, Neural Adaptive Restoration of Computed Radiography Images. Proceedings of World Congress on Medical Physics and Biomedical Engineering (O. Dossel and W. C. Schlegel  eds.) , ISBN:9783642038815 vol. 25/IV, pp.330-333, Munich, Germany September  2009.

A. Guidali, L. Bianchi, E. Binaghi, F. Fagiani, A. Fedeli, I. Gallo, G.A. Lanzarone. Un Sistema Web-GIS per il supporto dinamico all’attività di Agenda 21 Laghi. Proceedings of 13° ASITA 2009, pp.1175-1180, ISBN:9788890313226, Bari, 2009.

M. Vanetti, I. Gallo, E. Binaghi.  Dense Two-Frame Stereo Correspondence by Self-Organizing Neural Network, Proceedings of  Image Analysis and Processing - ICIAP 2009,  pp.1035- 1042 ISBN:9783642041457, Vietri sul Mare (SA),  Springer 2009.

M. Carullo, E. Binaghi, I. Gallo. Soft Categorization and Annotation of Images With Radial Basis Function Networks . Proceedings of  the International Conference on Computer Vision Theory and Applications (VISAPP 2009) (A. Ranchordas, H. Araújo eds.), pp.309- 314, INSTICC Press, Lisboa, Portugal, 2009.

I. Gallo, E. Binaghi. Assigning Automatic Regularization Parameters in Image Restoration, Proceedings of  the International Conference on Computer Vision Theory and Applications (VISAPP 2009) (A. Ranchordas, H. Araújo eds.), pp.74- 77, ISBN:9789898111692, INSTICC Press, Lisboa, Portugal, 2009.

E. Binaghi, I. Gallo, R. Pisani, M.  Raspanti, An adaptive neural network for the restoration of SEM pictures. pp.413-414. Proceedings of MC 2009 (M. A. Pabst, G. Zelling eds), ISBN:97783851250626 vol. 22009 Graz 2009.

E. Binaghi, M. Carullo, I. Gallo, M. Madaio.  Text categorization of commercial web pages , Proceedings of IASTED Conference on Artificial Intelligence and Applications,  Volume 1,  pp.7-11, Innsbruck,  February 2008.

I. Gallo, E. Binaghi, M. Raspanti. Semi-Blind Image Restoration using a Local Neural Approach. Proceedings of  IASTED Conference on Signal Processing, Pattern Recognition, and Applications (R. Sablatnig and O. Scherzer  eds.) ,  pp.227-231, ISBN: 9780889867178 , ACTA Press, Innsbruck, February 2008.

M. Carullo,  E. Binaghi,  I. Gallo , N. Lamberti.  Clustering of Short Commercial Documents for the Web . Proceedings of the 19th IEEE  International Conference on Pattern Recognition -ICPR 2008  ( M.Ejiri, R. Kasturi, G. Sanniti di Baja eds.)  , pp.1- 4 ISBN:9781424421756 , Tampa, Florida, 2008.

I. Gallo, E. Binaghi, M. Carullo, N. Lamberti. Named entity  recognition by neural sliding window.  Proceedings of Eighth IAPR Workshop on Document Analysis Systems-DAS 2008  ( K. Kise and H. Sako eds.), pp.567- 573 ,  Nara, Japan, 2008.

E. Binaghi, I. Gallo, A. Guidali, M. Raspanti, G. Salvini.  Adaptive Neural Regularization Assignment for Semi-Blind Biomedical Image Restoration. Proceedings of  International Machine Vision and Image Processing Conference, pp.207- 207,  Maynooth Ireland, September 2007.

I. Gallo, E. Binaghi. Information Extraction and Classification from Free Text Using a Neural Approach . Proceedings of 12th Iberoamericann Congress on Pattern Recognition  CIARP07,  Vol. 4756/2008,  ISBN:9783540767244 pp.921- 929, Valparaiso, Chile, 2007.

I. Gallo, E. Binaghi, A. Macchi. Adaptive Image Restoration using a Local Neural Approach.  Proceedings of the Second International Conference on Computer Vision Theory and Applications VISAPP 2007,  pp.161- 164,  ISBN:9789728865733, Barcelona,  Spain, March  2007.

E. Binaghi, M. Raspanti, I. Gallo, A. Guidali, G. Salvini,  Adaptive Restoration of SEM Micrographs: Preliminary Results. Proceedings of 8th Multinatonal Congress on Microscopy ( J. Nebesarova , P. Hozak eds.),  pp.529- 530, Praga, 2007.

E. Binaghi, I. Gallo, A. Baraldi, A. Gerhardinger. Neural Disparity Computation from IKONOS Stereo Imagery in the Presence of Occlusions. Proceedings of  SPIE Symposium on 13th Image and Signal Processing for Remote Sensing XII,  vol. 636563650B-1, pp.63650B-1-63650B-11, ISBN:9780819464606, Stockholm  Sweden, September  2006.

E. Binaghi, I. Gallo, C. Fornasier, M. Raspanti. Growing Aggregation Algorithm for Dense Two-Frame Stereo Correspondence. Proceedings of  First International Conference on Computer Vision Theory and Application  VISAPP 2006 , pp.326-332, ISBN:9789728865405 Setubal, Portugal, February  2006.

C. Ghiselli, L.Bozzato, A. Trombetta, E. Binaghi. Semantic Web meets Virtual Museums: the Domus Naturae Project. Proceedings of  ICHIM 2005  (X Perrot  ed.),  Paris, September 2005.

A neural adaptive algorithm  for feature selection and classification of high dimensionality data. In Proceeedings of 13th Conference on Image Analisys and Processing  (F. Roli S.Vituliano  eds.),  Lecture notes in Computer Science,  pp.753-760 - ISBN:9783540288695  vol. 3617, Springer ,  Cagliari September 2005.

M. Raspanti, A. Manelli, E. Binaghi, I. Gallo, D. Martini. Entering 3D space: bringing depth to SEM micrographs.  Proceedings of 7TH  Multinational Congress on Microscopy ,  pp.387-388   ISBN:9789616303699 , Portoroz, Slovenia June 2005

L. Levrini, E. Binaghi, K. Biondi, C. Ghiselli, M. Bosco. Sistema di Supporto Automatico a Diagnosi e Trattamento delle Disfunzioni dell’Articolazione Temporo Mandibolare. Proceedings of   11° Congresso Nazionale del “Collegio dei Docenti di Odontoiatria,  DOCTOR OS, vol. n.3,  Roma Marzo 2004 .

E. Binaghi, I. Gallo, M. Boschetti, P.A. Brivio. A neural adaptive model for hyperspectral data classification under minimal training conditions. Proceedings of  SPIE Conference on Image and Signal Processing for Remote Sensing,  vol. 5573, pp.173-181, Maspalomas, Gran Canaria Spain, September 2004.

G. A. Lanzarone, E. Binaghi. Internet, musei virtuali e conoscenza del territorio. In Proceedings of Comunicazione e Divulgazione Scientifica per i musei archeologici e della Scienza, Atti Varese, pp.29-36, 2001.

E. Binaghi, I. Gallo, M. Boschetti, P.A. Brivio. Spectral/Spatial Data Fusion and Neural Networks for Vegetation Understory Information Extraction from Hyperspectral Airborne Images.  Proceedings of  SPIE IX Image and Signal Processing for Remote Sensing,  vol. 5238, pp.288- 296 -Barcelona Spain, 2003.

M. Boschetti, I. Gallo, M. Meroni, P.A Brivio, E. Binaghi. Retrieval of vegetation understory information fusing hyperspectral and panchromatic airborne data.  Proceedings of  3rd EARSeL Workshop on Imaging Spectroscopy, pp.483- 491,  Herrsching, May 2003.

A. Rampini, P.A. Brivio, F. Rota-Nodari, E. Binaghi. Mapping Alpine glaciers changes from space. Proceedings of  IEEE Int. Symp. on Geoscience and Remote Sensing IGARSS '02 . Remote Sensing: Integrating our View of the Planet, vol. 42002, 2199-2201, ISBN 0-7803-7537-8, Toronto Canada, June 2002.

M. Boschetti, I. Gallo, P. A. Brivio, E. Binaghi.  Metodologie per l’analisi delle relazioni tra caratteristiche ambientali e distribuzione di siti archeologici: mappe di plausibilità di sviluppo per l’epoca Romana. Proceedings of VI Conf. ASITA, Rimini 2002.

S. Raffo, L. Boschetti, A. Baraldi, E. Binaghi, J.M. Gregoire, Implementazione e test di un algoritmo unsupervised change detection per l’individuazione di aree bruciate. Proceedings  of VI Conf. ASITA, Rimini 2002.

Binaghi E., Gallo I., Pepe M., Integration of Scale-Space Filtering and Neural Techniques for High Resolution Remote Sensing Image Classification. Proceedings of  SPIE Conference on Image and Signal Processing for Remote Sensing VIII,  Vol. 4885, pp. 469-476, Crete,  September 2002.

E. Binaghi, I. Gallo, M. Pepe, P.A. Brivio, S. Musazzi, A. Bassini. Neural classification of high resolution remote sensing imagery for power transmission lines surveillance. Proceedings of  IEEE Int. Symp. on Geoscience and Remote Sensing IGARSS '02 - Remote Sensing: Integrating our View of the Planet, I: 500-502,Toronto (Canada), 2002.

P.A. Brivio, M. Maggi, E. Binaghi, I. Gallo and J.M. Grégoire. Exploiting spatial and temporal information for extracting burned areas from time series of SPOT-VGT data, Proceedings  of  International Workshop on the Analysis of MultiTemporal Remote Sensing Images, pp. 132-139, Trento, September  2001.  

E. Binaghi, P.A. Brivio I.  Gallo, M. Pepe, A. Rampini. Robust recognition of urban patterns using a two stage soft -hard neural classification. Proceedings of Image and Signal Processing of Remote sensing VI, SPIE vol. 4170, Barcelona Spain, September 2000. 

E.  Binaghi. Soft Thematic Mapping from Remotely Sensed Data: Production, Interpretation and Accuracy Assessment. Proceedings of Image and Signal Processing of Remote sensing VI, SPIE vol. 4170, Barcelona Spain, September 2000 (invited).

E.  Binaghi, P.A. Brivio, I. Gallo, M. Pepe, A. Rampini. Una metodologia per il riconoscimento automatico del tessuto urbano in ortofoto digitali a colori ad alta risoluzione, Proceedings of Convegno ASITA Genova, 3-6 Ottobre 2000.

A. Colombo, E. Binaghi, G.M. Lechi, A. Rampini. Subpixel estimation of areal extent of snow cover.  Proceedings of  Remote Sensing for Earth Science, Ocean, and Sea Ice Applications,  SPIE Vol. 3868, pp. 434-444, Firenze, Settembre 1999.

E. Binaghi, P. A. Brivio, P. P. Ghezzi , A. Rampini, Uncertainty Management in Neural Classifiers of Remotely Sensed Data, Proceedings of  Image and Signal Processing for Remote Sensing V (S. B. Serpico ed.) SPIE vol. 3871, pp.195-204, Firenze Italy, September 2009.

E. Binaghi, A. Rampini, P.A. Brivio, P. Ghezzi. Assessing the Accuracy of  Soft Classifications using Fuzzy Set-Based Error Matrices. Proceedings  of  Italian Workshop on Fuzzy Logic, Genova, June 1999.

E. Binaghi, S.  Cuscuna’, P. Manzini, A. Mazzetti, A. Vienna. An Expert System for Decision Support in the Management of Pipelines Laid in Unstable Areas.  Proceedings of International Gas Research Conference (IGRC 98), San Diego, November 1998.

E. Binaghi, P.A. Brivio, P.P. Ghezzi, A. Rampini, M. Vicenzi. A Fuzzy Neural Network Model For the Estimation of Sub-Pixel Land Cover Composition. Proceedings  of Image and Signal Processing for Remote Sensing,  Europto Symposium,  SPIE - Vol. 3500 , pp. 292-300, ISBN: 0-8194-2959-7, Barcelona (Spain), September  1998.

E. Binaghi, P.  Madella, I. Gallo, A. Rampini. A Neural Refinement Strategy For Fuzzy Dempster-Shafer Classifier of Multisource Remote Sensing Images. Proceedings of  Image and Signal Processing for Remote Sensing, Europto Symposium, SPIE - Vol. 3500,  pp.214-224, ISBN: 0-8194-2959-7, Barcelona (Spain), September  1998.

A. Baraldi, E. Binaghi, P. Blonda, P.A. Brivio, A. Rampini. A Detailed Comparison of Neuro-Fuzzy Estimation of Sub_Pixel Land-Cover Composition from Remotely Sensed Data. Proceedings of Application and Science of Neural Networks, Fuzzy Systems, and Evolutionary Computation, Spie’s 43rd Annual Meeting, San Diego, pp. 43-53, 1998.

E. Binaghi et al.. Hybrid Fuzzy Expert System for Decision Support in the Management of Pipelines in Area Subject to Geological Control, in Proceedings of Wilf’97, Bari  19-20 March, Palma Blonda Alfredo Petrosino (eds) :New Trends in Fuzzy Logic II, pp.327-336, 1998 (invited).

E. Binaghi, P.A. Brivio, P. Ghezzi, A. Rampini. A Fuzzy Hybrid Method for the Classification of Wetlands in the Venice lagoon, Proceedings of  Image Processing, Signal Processing and Synthetic Aperture Radar for Remote Sensing  (J. Desachy and S. Tajbakhsh, Eds.),  Europto Series, SPIE  vol. 3217, pp. 298-305, ISBN: 0-8194-2649-0, London (UK),  september 1997.

E. Binaghi, M.  Pepe, F. Radice. Multistrategy Fuzzy Learning for Multisource Remote Sensing Classifiers. Proceedings  of  Image Processing, Signal Processing and Synthetic Aperture Radar for Remote Sensing, Europto Series, SPIE vol. 3217, pp.306-314, London, 1997

E. Binaghi, P. Madella,  Inductive and Deductive reasoning Techniques for Fuzzy Dempster-Shafer Classifiers, in Proceedings of  7th World Congress of  International Fuzzy Systems Association, pp.297-302, Prague (Czech Republic), July  1997.

Gonzales-Alonso F., Rampini A., Antoninetti M., Binaghi E., Pepe M., Ghezzi P., Tryfonopoulos N., Cuevas J. M., Curras R., Casanova J.L., 1997. Aplicacion del sistema FI.R.E.M.EN. en el estudio del gran incendio forestal de Requena en julio de 1994. II Congreso Foresta Espanol, Pamplona, 23-27 june 1997, pp. 179-183.

E. Binaghi, P. Madella, A. Rampini. Lerning Fuzzy Dempster-Shafer Rules for Multisource Remote Sensing Classifiers, Proceedings  of European Symp. on Intelligent Tehniques, pp.171-175, Bari (Italy), March 1997.

M. Antoninetti. A. Balduzzi, E. Binaghi, M.  Guglielmin, A. Rampini. Use of Thematic Maps Derived From a Digital Elevation model for Permafrost Classification in High Mountain Areas, Proceedings  of  IV  Int. Symp. on Remote Sensing Cartography in High Mauntain, Karlstad, pp. 1-16, Sweden, September 1996.

E. Binaghi, P. Madella, M.G. Montesano, A. Rampini.  A fuzzy neural Network for Knowledge-Based Refinement in Multisource Data Classification, Proceedings  of Sixth  Int. Conference  on Information Processing and Management of Uncertainty, IPMU'96, Granada, Spain, pp. 1079-1084, July 1996.

E. Binaghi E., I. Cerrani, P. Madella, M.G. Montesano, F. Pagnoni, A. Rampini.  A fuzzy Knowledge-Based Decision Support System for Ground Water Vulnerability Assessment, Proceedings  of  International Society for Photogrammetry and Remote Sensing  conference ISPRS '96, WG II/2 , Milan (Italy), March 1996.

M. Antoninetti, E. Binaghi, P. Ghezzi, N. Lymberopoulos , M. Pepe, A. Rampini, D. Tryfonopoulos, Knowledge based fire risk mapping fro decision support in fire management, Proceedings of International Workshop on Wildfire management, Models & Techniques, Athens, June 3-4 1996.

A. Rampini, E. Binaghi, P. Carrara, M. Antoninetti, D. Tryfonopoulos, F. Gonzalez , J.L. Cuevas, J.L.  Casanova, A. Mazzetti. FI.R.E.M.EN. Fire Risk Evaluation in Mediterranean Environment, Proceedings  of Earsel Int. Workshop of  Remote Sensing and GIS applications to Forest Fire Management, Alcalà de Henares (Spain), pp.187-190, September 1995.

E. Binaghi, A. Mazzetti, M.G. Montesano, A. Rampini. Knowledge Base Refinement for Classifiers using Neural Networks. Proceedings  of International Joint Conference on Information Science. Fourth Annual Conference on Fuzzy Theory & Technology, Wrightsville Beach (U.S.A.),  pp.174-177, 1995 (invited).

E. Binaghi, P. Madella, M.G. Montesano, A. Rampini. Identification of glacier snow equilibrium line using a fuzzy rule-based classifier. Proceedings  of  IEEE International Geoscience and Remote Sensing Symposium, Vol. 3,  pp.1768-1780, Florence (Italy), 1995.

E. Binaghi, M.L. Cirla, A. Rampini. A fuzzy logic based system for the quantification of visual inspection in clinical assessment, Proceedings  of the 5th International Conference IPMU’ 94, Paris (France), pp. 892-97,  July 1994.

E. Binaghi, M.G. Montesano.  A fuzzy set based connectionist model with domain knowledge dependent learning rule. Proceedings  of IEEE  IMACS Symposium on Signal Processing, Robotics and Neural Networks, Lille (France), pp.  472-75, 1994 (invited).

M. Antoninetti, M. Guglielmin, A. Rampini, E. Binaghi,  Remote Sensing Techniques in High Mountain Areas:Mapping of Periglacial and Glacial Boundaries. 3rd Int. Symp. on High Mountain Remote Sensing Cartography, November 7-12, Mendoza, Argentina,  pp.60-67, 1994.

E. Binaghi, A. Rampini, Integration of neural network techniques  in Fuzzy Logic-based classification of multisource remote sensing data, Int. Conference on Image Processing: Theory and Applications (G. Vernazza, A.N. Venetsanopulos, C. Braccini eds.), Elsevier Science Publ., pp.393-396, Sanremo (Italy), June  1993.

E. Binaghi, A. Mazzetti, R. Orlando, A. Rampini. Integration of fuzzy reasoning techniques in error back-propagation learning algorithm. Proceedings  of  Italian Workshop on Neural Networks- WIRN’93, Vietri sul Mare, pp 292-297,  May 1993.

E. Binaghi, A. Mazzetti. Problem dependent learning rule in feedforward neural network, Proceedings  of the 1st Workshop on Fuzzy Set Theory in Real Applications, International Issue of Automazione e Strumentazione, pp.  44-49, Milan (Italy), May 1993.

M. Antoninetti, E. Binaghi, M. Guglielmin, A. Rampini. Detection of mountain permafrost using an integrated remote sensing approach. Proceeedings  of International Symposium on Remote Sensing in Arid and Semiarid Regions, pp.53-60, Lanzhou (China), August 1993.

E. Binaghi, A. Della Ventura, A.  Grittini, A. Rampini. Approximate reasoning techniques in remote sensing data analysis.  Proceedings  of the 4th European Conference on Geographical Information Systems - EGIS '93, (J. Harts, H. F.L. Ottens, H J. Scholten),  pp.  503-511, De Bergdrukkerij Press, Genoa (Italy) March 1993.

E. Binaghi, A. Della Ventura, A. Rampini. Fuzzy Reasoning in Multisource Geographic Data Classification.  Proceedings of the 1st Workshop on Fuzzy Set Theory in Real Applications, Milan (Italy),  International Issue of Automazione e Strumentazione, pp.  50-53,  May 1993.

E. Binaghi, I. Gagliardi, R. Schettini. Fuzzy logic in color indexing,  Proceedings  of the 1st Workshop on Fuzzy Sets Theory in Real Application, Milan (Italy), International Issue of Automazione e Strumentazione, pp.  61-65,  May 1993.

E. Binaghi, A. Madella, P. Madella, A. Rampini. Integration of remote sensing images in a geographic information system for the study of Alpine glaciers.  Proceedings  of the 12th EARSeL Symposium on Remote Sensing for Monitoring the Changing Geography of Europe EGER, HUNGARY (Peter Winkler ed.), A.A. Balkema Press, SEP 08-11, 1992, pp.  173-78, 1993.

M. Antoninetti, E. Binaghi, M. D'Angelo, A. Rampini. The integrated use of satellite and topographic data for forest fire hazard mapping in NW Sardinia, Proceedings  of the 12th EARSeL Symposium on Remote Sensing for Monitoring the Changing Geography of Europe EGER, HUNGARY (Peter Winkler ed.), A.A. Balkema Press, SEP 08-11, 1992, pp.  179-84, 1993.

E. Binaghi, I. Gagliardi, R. Schettini. Indexing and fuzzy logic-based retrieval of color images, Proceedings  of IFIP Trans. Visual Databases Systems II (E. Knuth, L.M. Wegner eds.), North-Holland, pp.  79-92, Budapest, Hungary,  30 Sept-3 Oct 1992.

E. Binaghi, A. Rampini, E. Zini. Multiple uncertainty management in image classification with multisource data.  Proceedings of  6th Int. Conference  on Image Analysis and Processing, Como  4-6 Sept 1991, Progress in Image Analysis and Processing II (V. Cantoni, M. Ferretti, S. Levialdi, R. Negrini, R. Stefanelli eds.), pp.  443-47, World Scientific Press,  1992.

E. Binaghi, Empirical learning for fuzzy knowledge acquisition, Proceedings of the 2nd International Conference of Fuzzy Logic and Neural Networks, Iizuka (Japan), pp.  245-51, 1992, (invited) .

E. Binaghi, A. Rampini.  Learning of uncertain classification rules in biomedical images: The case of colposcopic images, Proceedigs of Information Processing in Medical Imaging (A.C.F. Colchester and D.J. Hawkes eds, Lecture Notes in Computer Science, n. 511, Springer-Verlag, pp.  434-43, .), 12th International Conference, IPMI '91 Wye, July 1991.

E. Binaghi, Learning of uncertain classification rules in medical diagnosis, Symbolic and quantitative approaches to uncertainty.  Proceedings of European Conference ECSQAU (R. Kruse ed.), Lecture Notes in Computer Science, n. 548, Springer-Verlag, pp.  115-119, , Marseille,  October 15-17 1991.

E. Binaghi, A. Della Ventura, A.  Rampini, R. Schettini. A fuzzy knowledge-based system for biomedical image interpretation, Proceedings  of the 3rd International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems IPMU ‘90, Paris (France), pp. 170-72, July 1990.

E. Binaghi, A. Della Ventura, A.  Rampini, R. Schettini . A strategy based on fuzzy set theory for similarity judgement between structures,  Proceedings of  Int. Conference on Image Analysis and Processing, Progress in Image Analysis and Processing (V. Cantoni, L.P. Cordella, S. Levialdi, G. Sanniti di Baja eds.), World Scientific Press,  pp.  267-74, 1990.

Binaghi E., Della Ventura A., Rampini A., Schettini R., A knowledge-based environment for assessment of color similarity, in Proc. of  IEEE International Conference on Tools for Artificial Intelligence, IEEE Computer Society Press, pp.  768-75, Herndon, VA, USA , November 1990.

E. Binaghi, A. Della Ventura, A. Rampini, R. Schettini, A. Torresin. Integration of Quantitative and AI Techniques for CT Images Analysis. Proceedings of the IEEE International Conference on Image Processing, pp 430-434, Singapore, 1989.

E. Binaghi, D. Orban, A. Rampini. Fuzzy Logic Based Tools for Classification and Reasoning with Uncertainty.  Proceedings  of the IEEE International Workshop on Tools for AI,  Fairfax (VA), pp. 572-576, 1989.

M. Alderighi, E. Binaghi, G. Pacinotti, G.R. Sechi. Education in Designing Reliable Software: program specification and validation, Proceedimgs of  Education and Application of Computer Technology ( M. De Blasi, J.Donio, E. Luque, E. Scerri Eds.), Fratelli Laterza Pub., pp.97-114, Bari (Italy), 1988.

E. Binaghi, G. Pasi, G.R. Sechi. A Computing Model for Prototypes of Computational Machines Solving Complex Problems. Proceedings of  IEEE Micro 21 Conference, S. Diego, pp.134-138, 1988.

E. Binaghi, G. Pasi, G.R. Sechi. The acquisition of knowledge about digital electronic systems by using formal architectural models. Proceedings of  Education and Application of Computer Technology (M. De Blasi, J. Donio,E. Luque, E. Scerri Eds.), Fratelli Laterza Pub.,pp.199-220, Bari (Italy), 1988.

M. Alderighi, E. Binaghi, G. Pacinotti, G.R. Sechi.An Axiomatic Approach to Computing Models: the sorting machine. Proceedimgs of Thirthy-Sixth ISMM International Conference on Mini and Microcomputers,  pp.142-146.  1988.

A. Vercesi A.; F. Zerbetto, G. Minervini, M. Bisiach, E. Binaghi, G. Pasi, G.R. Sechi G.R.. Influence of climatic factors on the activity of microbial antagonist of Bottrytis Cinerea in vineyard: a statistical analysis. Proceedings of the conference: Influence of environmental factors on the control of grape pest, disease and need, pp.211-221, 1987.

M. Alderighi, E. Binaghi, G.R. Sechi.  Designing complex computational systems in physics experiments: a scientific approach towards a model based method. Microprocessor advanced Architectures and Design Methodologies. First biennal Meeting of the C.M.U. on Micro-computers and their applications ( M. De Blasi, E. Luque Eds.), Fratelli Laterza  Bari, pp. 89-103, Bari, October 29-31 1986.