Notice bibliographique
- Notice
Type(s) de contenu et mode(s) de consultation : Texte noté : électronique
Auteur(s) : International conference on computers and applications (2017 ; Dubaï)
Titre(s) : Recent trends in computer applications [Texte électronique] : best studies from the 2017 international conference on computer and applications, Dubai, UAE / editors, Jihad Mohamad Alja'am, Abdulmotaleb El Saddik, Abdul Hamid Sadka
Publication : Cham : Springer, copyright 2018
Description matérielle : 1 ressource dématérialisée
Note(s) : Notes bibliogr.
Autre(s) auteur(s) : Alja'am, Jihad Mohamad. Éditeur scientifique
Saddik, Abdulmotaleb el (1966-....). Éditeur scientifique
Sadka, Abdul Hamid. Éditeur scientifique
Sujet(s) : Informatique
Genre ou forme : Actes de congrès
Indice(s) Dewey :
004 (23e éd.) = Informatique
Identifiants, prix et caractéristiques : ISBN 9783319899145. - ISBN 3319899147. - ISBN 9783319899138 (erroné)
Identifiant de la notice : ark:/12148/cb457791577
Notice n° :
FRBNF45779157
(notice reprise d'un réservoir extérieur)
Table des matières : Intro; Foreword; Preface; Acknowledgements; Contents; Part I Data Analytics and Processing
(Including Classification, Compression, Segmentation, Mining, Detection and Recognition
etc.); Overview on Sequential Mining Algorithms and Their Extensions; 1 Introduction;
2 Important Terms and Notations; 3 Sequential Mining Algorithms; 3.1 Sequential Pattern
Mining; 3.1.1 Frequent Sequential Pattern Mining; 3.1.2 Closed Sequential Pattern
Mining; 3.1.3 Maximal Sequential Pattern Mining; 3.1.4 Compressing Sequential Pattern
Mining; 3.1.5 Top-K Sequential Pattern Mining; 3.2 Sequential Rules Mining
3.2.1 Sequential Rules3.2.2 Top-K Sequential Rules Mining; 3.2.3 Sequential Rules
with Window Size Constraints; 3.2.4 Sequence Prediction; 4 Conclusion; 5 Discussion;
References; Object Detection Based on CNNs: Current and Future Directions; 1 Introduction;
2 From Handcrafted Features to Deep CNNs Methods; 2.1 Handcrafted Features; 2.2 Deep
Learning Approaches; 2.2.1 Region Proposal-Based Methods; 2.2.2 Proposal-Free Methods;
2.2.3 Fine-Tuning Strategy; 3 Current Research Directions; 3.1 Excellent Base Architectures;
3.2 Hard Example Mining; 3.3 Contextual Reasoning
