Elenco Pubblicazioni - Publications (478)

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Fabio Carrara, Andrea Esuli, Tiziano Fagni, Fabrizio Falchi, Alejandro Moreo Fernández: "Picture It In Your Mind: Generating High Level Visual Representations From Textual Descriptions". Information Retrieval Journal, Springer. October 2017

In this paper we tackle the problem of image search when the query is a short textual description of the image the user is looking for. We choose to implement the actual search process as…
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Andrea Esuli, Tiziano Fagni, Alejandro Moreo Fernandez: "JaTeCS, an open-source JAva TExt Categorization System". ArXiv e-prints:1706.06802, June 2017.

JaTeCS is an open source Java library that supports research on automatic text categorization and other related problems, such as ordinal regression and quantification, which are of special interest in opinion mining applications. It covers…
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Andrea Esuli, Tiziano Fagni: "SparkBOOST, an Apache Spark-based boosting library". Technical report ISTI-CNR, cnr.isti/2016-TR-016, March 2016.

SparkBOOST is a Java library built over Apache Spark that provides a distributed implementation of AdaBoost.MH and MP-Boost machine learning algorithms. These boosting algorithms are known to be very effective and robust to overfitting in…
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D.Germanese, M.D'Acunto, M.Magrini, M.Righi, O.Salvetti:"Self-monitoring the Breath for the Prevention of Cardio-metabolic Risk", Proc. of SENSORDEVICES2017,The 8th Int. Conf. on Sensor Device Techn. and Appl., Rome, Italy, 10-14Sept. 2017, pp.96-101

Breath analysis techniques offer a potential revolution in health care diagnostics because of their un-obtrusiveness and their inherent safety. However, while standard instrumentation such as mass spectrometers use laboratory settings to provide a correlation between…