Zobrazeno 1 - 10
of 18
pro vyhledávání: '"Paolo Toccaceli"'
Autor:
Paolo Toccaceli
Publikováno v:
Pattern Recognition. 124:108507
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::cc179e8d3d6ddfee8aa942699b2f47dd
https://doi.org/10.1016/j.patcog.2021.108507
https://doi.org/10.1016/j.patcog.2021.108507
Autor:
Alexander Gammerman, Paolo Toccaceli
Publikováno v:
Machine Learning
It is well known that ensembling predictions from different Machine Learning (ML) algorithms can improve accuracy. This paper proposes a approach to combine Conformal Predictors (CPs) with different underlying ML algorithms in a way that preserves th
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9b22f559735cc5cdf69c7ac0295b9867
https://doi.org/10.1007/s10994-018-5754-9
https://doi.org/10.1007/s10994-018-5754-9
Autor:
Thierry Kogej, Henrik Linusson, Lars Carlsson, Ola Engkvist, Ernst Ahlberg, Ulf Johansson, Ruben Buendia, Paolo Toccaceli
Publikováno v:
Journal of chemical information and modeling. 59(3)
Iterative screening has emerged as a promising approach to increase the efficiency of high-throughput screening (HTS) campaigns in drug discovery. By learning from a subset of the compound library, inferences on what compounds to screen next can be m
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::ff3c84850e107a1fcc34c624e64bc9b6
https://pubmed.ncbi.nlm.nih.gov/30726080
https://pubmed.ncbi.nlm.nih.gov/30726080
Publikováno v:
Annals of Mathematics and Artificial Intelligence
The paper presents an application of Conformal Predictors to a chemoinformatics problem of predicting the biological activities of chemical compounds. The paper addresses some specific challenges in this domain: a large number of compounds (training
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::fdfd22f7f79e6bd0bd2c23960e9c1af8
Publikováno v:
Lecture Notes in Computer Science ISBN: 9783319333946
COPA
Lecture Notes in Computer Science
Lecture Notes in Computer Science-Conformal and Probabilistic Prediction with Applications
COPA 2016: Conformal and Probabilistic Prediction with Applications
COPA
Lecture Notes in Computer Science
Lecture Notes in Computer Science-Conformal and Probabilistic Prediction with Applications
COPA 2016: Conformal and Probabilistic Prediction with Applications
The paper presents an application of Conformal Predictors to a chemoinformatics problem of identifying activities of chemical compounds. The paper addresses some specific challenges of this domain: a large number of compounds (training examples), hig
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a21be86190796d02270a134156f27fbd
Autor:
F. Distante, Paolo Toccaceli
Publikováno v:
Microprocessing and Microprogramming. 38:723-730
One of the aims of high level synthesis of application specific VLSI systems is the ability of making proper design decisions in the early stages of the design process. To this end, tools are required to help the designer in exploring the design spac
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::6b69c4fd6abbcaa58e81a0cec96f1cb4
https://doi.org/10.1016/0165-6074(93)90217-9
https://doi.org/10.1016/0165-6074(93)90217-9
Autor:
Toccaceli, Paolo, Gammerman, Alexander
Publikováno v:
Machine Learning; Mar2019, Vol. 108 Issue 3, p489-510, 22p
Publikováno v:
Conformal & Probabilistic Prediction with Applications; 2016, p51-66, 16p
Publikováno v:
Conformal & Probabilistic Prediction with Applications; 2016, pI-XII, 12p