Survey on evolutionary deep learning: Principles, algorithms, applications, and open issues
Over recent years, there has been a rapid development of deep learning (DL) in both
industry and academia fields. However, finding the optimal hyperparameters of a DL model …
industry and academia fields. However, finding the optimal hyperparameters of a DL model …
Automatic design of machine learning via evolutionary computation: A survey
Abstract Machine learning (ML), as the most promising paradigm to discover deep
knowledge from data, has been widely applied to practical applications, such as …
knowledge from data, has been widely applied to practical applications, such as …
[图书][B] The text mining handbook: advanced approaches in analyzing unstructured data
Text mining is a new and exciting area of computer science research that tries to solve the
crisis of information overload by combining techniques from data mining, machine learning …
crisis of information overload by combining techniques from data mining, machine learning …
Data-poor categorization and passage retrieval for gene ontology annotation in Swiss-Prot
Background In the context of the BioCreative competition, where training data were very
sparse, we investigated two complementary tasks: 1) given a Swiss-Prot triplet, containing a …
sparse, we investigated two complementary tasks: 1) given a Swiss-Prot triplet, containing a …
Extraction et regroupement de descripteurs morpho-syntaxiques pour des processus de Fouille de Textes
N Béchet - 2009 - theses.hal.science
Les mots constituent l'un des fondements des langues naturelles de type indo-européenne.
Des corpus rédigés avec ces langues sont alors naturellement décrits avec des mots …
Des corpus rédigés avec ces langues sont alors naturellement décrits avec des mots …
On document representation and term weights in text classification
Y Liu - Handbook of research on text and web mining …, 2009 - igi-global.com
In the automated text classification, a bag-of-words representation followed by the tfidf
weighting is the most popular approach to convert the textual documents into various …
weighting is the most popular approach to convert the textual documents into various …
Innovative debriefing protocol for simulation training improvement
P Fauquet-Alekhine, A Boucherand - British Journal of Education …, 2016 - eprints.lse.ac.uk
Previous multidisciplinary study of vocational simulation training helped us to elaborate an
innovative debriefing protocol for simulation training sessions in seven steps applying two …
innovative debriefing protocol for simulation training sessions in seven steps applying two …
Newpar: an automatic feature selection and weighting schema for category ranking
F Ruiz-Rico, JL Vicedo… - Proceedings of the 2006 …, 2006 - dl.acm.org
Category ranking provides a way to classify plain text documents into a pre-determined set
of categories. This work proposes to have a look at typical document collections and analyze …
of categories. This work proposes to have a look at typical document collections and analyze …
Text based computer-mediated communication: A system for automated interpretation of discussion threads in distance education fora by using formal languages
K Patriarcheas, S Papaloukas… - … Conference on Intelligent …, 2010 - ieeexplore.ieee.org
Electronic discussion for a are increasingly becoming part of the distance education process
and are an evolving field which needs to be constantly updated and redefined. This paper …
and are an evolving field which needs to be constantly updated and redefined. This paper …
The Text-Based Computer-Mediated Communication in Distance Education Fora: A Modelling Approach Based on Formal Languages
K Patriarcheas, S Papaloukas, M Xenos - Intelligent Adaptation and …, 2012 - Springer
Electronic asynchronous discussion fora are increasingly becoming part of the distance
education process and are a dynamically evolving field which needs to be constantly …
education process and are a dynamically evolving field which needs to be constantly …