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@incollection{DBLP:series/unsesul/ArourD22,
author = {Khedija Arour and
Rim Dridi},
editor = {Bader A. Alyoubi and
Chiheb{-}Eddine Ben Ncir and
Ibraheem Mubarak Alharbi and
Anis Jarboui},
title = {Contextual Recommender Systems in Business from Models to Experiments},
booktitle = {Machine Learning and Data Analytics for Solving Business Problems:
Methods, Applications, and Case Studies},
series = {Unsupervised and Semi-Supervised Learning},
pages = {115--140},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-18483-3\_7},
doi = {10.1007/978-3-031-18483-3\_7},
timestamp = {Tue, 02 Jan 2024 14:54:09 +0100},
biburl = {https://dblp.org/rec/series/unsesul/ArourD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/unsesul/BouaguelS22,
author = {Waad Bouaguel and
Taghrid Al Silimani},
editor = {Bader A. Alyoubi and
Chiheb{-}Eddine Ben Ncir and
Ibraheem Mubarak Alharbi and
Anis Jarboui},
title = {Identification of Credit Risks Using Cluster Analysis and Behavioural
Scoring During the {COVID-19} Pandemic},
booktitle = {Machine Learning and Data Analytics for Solving Business Problems:
Methods, Applications, and Case Studies},
series = {Unsupervised and Semi-Supervised Learning},
pages = {41--54},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-18483-3\_3},
doi = {10.1007/978-3-031-18483-3\_3},
timestamp = {Tue, 02 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/unsesul/BouaguelS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/unsesul/EichingerM22,
author = {Frank Eichinger and
Moritz Mayer},
editor = {Bader A. Alyoubi and
Chiheb{-}Eddine Ben Ncir and
Ibraheem Mubarak Alharbi and
Anis Jarboui},
title = {Predicting Salaries with Random-Forest Regression},
booktitle = {Machine Learning and Data Analytics for Solving Business Problems:
Methods, Applications, and Case Studies},
series = {Unsupervised and Semi-Supervised Learning},
pages = {1--21},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-18483-3\_1},
doi = {10.1007/978-3-031-18483-3\_1},
timestamp = {Wed, 24 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/unsesul/EichingerM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/unsesul/FrajHE22,
author = {Maha Fraj and
Mohamed Aymen Ben HajKacem and
Nadia Essoussi},
editor = {Bader A. Alyoubi and
Chiheb{-}Eddine Ben Ncir and
Ibraheem Mubarak Alharbi and
Anis Jarboui},
title = {An Overview of Multi-View Methods for Text Clustering},
booktitle = {Machine Learning and Data Analytics for Solving Business Problems:
Methods, Applications, and Case Studies},
series = {Unsupervised and Semi-Supervised Learning},
pages = {141--164},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-18483-3\_8},
doi = {10.1007/978-3-031-18483-3\_8},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/unsesul/FrajHE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/unsesul/GorrabRN22,
author = {Siwar Gorrab and
Fahmi Ben Rejab and
Kaouther Nouira},
editor = {Bader A. Alyoubi and
Chiheb{-}Eddine Ben Ncir and
Ibraheem Mubarak Alharbi and
Anis Jarboui},
title = {Real-Time K-Prototypes for Incremental Attribute Learning Using Feature
Selection},
booktitle = {Machine Learning and Data Analytics for Solving Business Problems:
Methods, Applications, and Case Studies},
series = {Unsupervised and Semi-Supervised Learning},
pages = {165--187},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-18483-3\_9},
doi = {10.1007/978-3-031-18483-3\_9},
timestamp = {Tue, 02 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/unsesul/GorrabRN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/unsesul/JothiM22,
author = {R. Jothi and
K. Muthukumaran},
editor = {Bader A. Alyoubi and
Chiheb{-}Eddine Ben Ncir and
Ibraheem Mubarak Alharbi and
Anis Jarboui},
title = {Telecom Customer Segmentation Using Deep Embedded Clustering Algorithm},
booktitle = {Machine Learning and Data Analytics for Solving Business Problems:
Methods, Applications, and Case Studies},
series = {Unsupervised and Semi-Supervised Learning},
pages = {75--88},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-18483-3\_5},
doi = {10.1007/978-3-031-18483-3\_5},
timestamp = {Tue, 02 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/unsesul/JothiM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/unsesul/MohamedAAK22,
author = {Taha M. Mohamed and
Abdulaziz Alharbi and
Ibrahim Alhassan and
Sherif A. Kholeif},
editor = {Bader A. Alyoubi and
Chiheb{-}Eddine Ben Ncir and
Ibraheem Mubarak Alharbi and
Anis Jarboui},
title = {Applications of Industry 4.0 on Saudi Supply Chain Management: Technologies,
Opportunities, and Challenges},
booktitle = {Machine Learning and Data Analytics for Solving Business Problems:
Methods, Applications, and Case Studies},
series = {Unsupervised and Semi-Supervised Learning},
pages = {189--204},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-18483-3\_10},
doi = {10.1007/978-3-031-18483-3\_10},
timestamp = {Tue, 02 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/unsesul/MohamedAAK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/unsesul/NcirAA22,
author = {Chiheb{-}Eddine Ben Ncir and
Bader A. Alyoubi and
Roaa Alrazyeg},
editor = {Bader A. Alyoubi and
Chiheb{-}Eddine Ben Ncir and
Ibraheem Mubarak Alharbi and
Anis Jarboui},
title = {Data-Driven Analysis of Microfinance and Social Loans Before and During
the {COVID-19} Pandemic Using Exploratory Analysis and Decision Tree
Classifiers},
booktitle = {Machine Learning and Data Analytics for Solving Business Problems:
Methods, Applications, and Case Studies},
series = {Unsupervised and Semi-Supervised Learning},
pages = {23--40},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-18483-3\_2},
doi = {10.1007/978-3-031-18483-3\_2},
timestamp = {Tue, 02 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/unsesul/NcirAA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/unsesul/OuniKA22,
author = {Sonia Ouni and
Karim Kamoun and
Mohammad Alattas},
editor = {Bader A. Alyoubi and
Chiheb{-}Eddine Ben Ncir and
Ibraheem Mubarak Alharbi and
Anis Jarboui},
title = {Semantic Image Quality Assessment Using Conventional Neural Network
for E-Commerce Catalogue Management},
booktitle = {Machine Learning and Data Analytics for Solving Business Problems:
Methods, Applications, and Case Studies},
series = {Unsupervised and Semi-Supervised Learning},
pages = {89--113},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-18483-3\_6},
doi = {10.1007/978-3-031-18483-3\_6},
timestamp = {Tue, 02 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/unsesul/OuniKA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/unsesul/UdokwuBDF22,
author = {Chibuzor Udokwu and
Patrick Brandtner and
Farzaneh Darbanian and
Taha Falatouri},
editor = {Bader A. Alyoubi and
Chiheb{-}Eddine Ben Ncir and
Ibraheem Mubarak Alharbi and
Anis Jarboui},
title = {Improving Sales Prediction for Point-of-Sale Retail Using Machine
Learning and Clustering},
booktitle = {Machine Learning and Data Analytics for Solving Business Problems:
Methods, Applications, and Case Studies},
series = {Unsupervised and Semi-Supervised Learning},
pages = {55--73},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-18483-3\_4},
doi = {10.1007/978-3-031-18483-3\_4},
timestamp = {Tue, 02 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/unsesul/UdokwuBDF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/unsesul/2022ANAJ,
editor = {Bader A. Alyoubi and
Chiheb{-}Eddine Ben Ncir and
Ibraheem Mubarak Alharbi and
Anis Jarboui},
title = {Machine Learning and Data Analytics for Solving Business Problems:
Methods, Applications, and Case Studies},
series = {Unsupervised and Semi-Supervised Learning},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-18483-3},
doi = {10.1007/978-3-031-18483-3},
isbn = {978-3-031-18483-3},
timestamp = {Tue, 02 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/unsesul/2022ANAJ.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/JLCMR2020/Chaudhuri20,
author = {Arindam Chaudhuri},
editor = {Richard Jiang and
Chang{-}Tsun Li and
Danny Crookes and
Weizhi Meng and
Christophe Rosenberger},
title = {Deep Learning Models for Face Recognition: {A} Comparative Analysis},
booktitle = {Deep Biometrics},
series = {Unsupervised and Semi-Supervised Learning},
pages = {99--140},
publisher = {Springer International Publishing},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-32583-1\_6},
doi = {10.1007/978-3-030-32583-1\_6},
timestamp = {Sat, 09 Apr 2022 12:20:04 +0200},
biburl = {https://dblp.org/rec/books/sp/JLCMR2020/Chaudhuri20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/JLCMR2020/ElloumiCCF20,
author = {Wael Elloumi and
Aladine Chetouani and
Tarek Ben Charrada and
Emna Fourati},
editor = {Richard Jiang and
Chang{-}Tsun Li and
Danny Crookes and
Weizhi Meng and
Christophe Rosenberger},
title = {Anti-Spoofing in Face Recognition: Deep Learning and Image Quality
Assessment-Based Approaches},
booktitle = {Deep Biometrics},
series = {Unsupervised and Semi-Supervised Learning},
pages = {51--69},
publisher = {Springer International Publishing},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-32583-1\_4},
doi = {10.1007/978-3-030-32583-1\_4},
timestamp = {Fri, 14 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/books/sp/JLCMR2020/ElloumiCCF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/JLCMR2020/GaliyawalaRL20,
author = {Hiren J. Galiyawala and
Mehul S. Raval and
Anand Laddha},
editor = {Richard Jiang and
Chang{-}Tsun Li and
Danny Crookes and
Weizhi Meng and
Christophe Rosenberger},
title = {Person Retrieval in Surveillance Videos Using Deep Soft Biometrics},
booktitle = {Deep Biometrics},
series = {Unsupervised and Semi-Supervised Learning},
pages = {191--214},
publisher = {Springer International Publishing},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-32583-1\_9},
doi = {10.1007/978-3-030-32583-1\_9},
timestamp = {Fri, 14 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/books/sp/JLCMR2020/GaliyawalaRL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/JLCMR2020/LinL20,
author = {Shan Lin and
Chang{-}Tsun Li},
editor = {Richard Jiang and
Chang{-}Tsun Li and
Danny Crookes and
Weizhi Meng and
Christophe Rosenberger},
title = {Person Re-identification with Soft Biometrics Through Deep Learning},
booktitle = {Deep Biometrics},
series = {Unsupervised and Semi-Supervised Learning},
pages = {21--36},
publisher = {Springer International Publishing},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-32583-1\_2},
doi = {10.1007/978-3-030-32583-1\_2},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/JLCMR2020/LinL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/JLCMR2020/LinMLW20,
author = {Zhi Lin and
Weizhi Meng and
Wenjuan Li and
Duncan S. Wong},
editor = {Richard Jiang and
Chang{-}Tsun Li and
Danny Crookes and
Weizhi Meng and
Christophe Rosenberger},
title = {Developing Cloud-Based Intelligent Touch Behavioral Authentication
on Mobile Phones},
booktitle = {Deep Biometrics},
series = {Unsupervised and Semi-Supervised Learning},
pages = {141--159},
publisher = {Springer International Publishing},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-32583-1\_7},
doi = {10.1007/978-3-030-32583-1\_7},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/JLCMR2020/LinMLW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/JLCMR2020/MunirK20,
author = {Rumaisah Munir and
Rizwan Ahmed Khan},
editor = {Richard Jiang and
Chang{-}Tsun Li and
Danny Crookes and
Weizhi Meng and
Christophe Rosenberger},
title = {Deep Spectral Biometrics: Overview and Open Issues},
booktitle = {Deep Biometrics},
series = {Unsupervised and Semi-Supervised Learning},
pages = {215--243},
publisher = {Springer International Publishing},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-32583-1\_10},
doi = {10.1007/978-3-030-32583-1\_10},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/JLCMR2020/MunirK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/JLCMR2020/PereiraPAFLSCR20,
author = {Lu{\'{\i}}s A. M. Pereira and
Allan Pinto and
Fernanda A. Andal{\'{o}} and
Alexandre M. Ferreira and
Bahram Lavi and
Aurea Soriano{-}Vargas and
Marcos V. M. Cirne and
Anderson Rocha},
editor = {Richard Jiang and
Chang{-}Tsun Li and
Danny Crookes and
Weizhi Meng and
Christophe Rosenberger},
title = {The Rise of Data-Driven Models in Presentation Attack Detection},
booktitle = {Deep Biometrics},
series = {Unsupervised and Semi-Supervised Learning},
pages = {289--311},
publisher = {Springer International Publishing},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-32583-1\_13},
doi = {10.1007/978-3-030-32583-1\_13},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/JLCMR2020/PereiraPAFLSCR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/JLCMR2020/SavianET20,
author = {Stefano Savian and
Mehdi Elahi and
Tammam Tillo},
editor = {Richard Jiang and
Chang{-}Tsun Li and
Danny Crookes and
Weizhi Meng and
Christophe Rosenberger},
title = {Optical Flow Estimation with Deep Learning, a Survey on Recent Advances},
booktitle = {Deep Biometrics},
series = {Unsupervised and Semi-Supervised Learning},
pages = {257--287},
publisher = {Springer International Publishing},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-32583-1\_12},
doi = {10.1007/978-3-030-32583-1\_12},
timestamp = {Fri, 14 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/books/sp/JLCMR2020/SavianET20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/JLCMR2020/SelitskayaSJSECS20,
author = {Natalya Selitskaya and
Stanislaw Sielicki and
Livia Jakaite and
Vitaly Schetinin and
F. Evans and
Marc Conrad and
Paul Sant},
editor = {Richard Jiang and
Chang{-}Tsun Li and
Danny Crookes and
Weizhi Meng and
Christophe Rosenberger},
title = {Deep Learning for Biometric Face Recognition: Experimental Study on
Benchmark Data Sets},
booktitle = {Deep Biometrics},
series = {Unsupervised and Semi-Supervised Learning},
pages = {71--97},
publisher = {Springer International Publishing},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-32583-1\_5},
doi = {10.1007/978-3-030-32583-1\_5},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/JLCMR2020/SelitskayaSJSECS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/JLCMR2020/StepecEPS20,
author = {Dejan Stepec and
Ziga Emersic and
Peter Peer and
Vitomir Struc},
editor = {Richard Jiang and
Chang{-}Tsun Li and
Danny Crookes and
Weizhi Meng and
Christophe Rosenberger},
title = {Constellation-Based Deep Ear Recognition},
booktitle = {Deep Biometrics},
series = {Unsupervised and Semi-Supervised Learning},
pages = {161--190},
publisher = {Springer International Publishing},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-32583-1\_8},
doi = {10.1007/978-3-030-32583-1\_8},
timestamp = {Fri, 14 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/books/sp/JLCMR2020/StepecEPS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/JLCMR2020/StoreyBJL20,
author = {Gary Storey and
Ahmed Bouridane and
Richard Jiang and
Chang{-}Tsun Li},
editor = {Richard Jiang and
Chang{-}Tsun Li and
Danny Crookes and
Weizhi Meng and
Christophe Rosenberger},
title = {Atypical Facial Landmark Localisation with Stacked Hourglass Networks:
{A} Study on 3D Facial Modelling for Medical Diagnosis},
booktitle = {Deep Biometrics},
series = {Unsupervised and Semi-Supervised Learning},
pages = {37--49},
publisher = {Springer International Publishing},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-32583-1\_3},
doi = {10.1007/978-3-030-32583-1\_3},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/JLCMR2020/StoreyBJL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/JLCMR2020/WangSOL20,
author = {Haoyi Wang and
Victor Sanchez and
Wanli Ouyang and
Chang{-}Tsun Li},
editor = {Richard Jiang and
Chang{-}Tsun Li and
Danny Crookes and
Weizhi Meng and
Christophe Rosenberger},
title = {Using Age Information as a Soft Biometric Trait for Face Image Analysis},
booktitle = {Deep Biometrics},
series = {Unsupervised and Semi-Supervised Learning},
pages = {1--20},
publisher = {Springer International Publishing},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-32583-1\_1},
doi = {10.1007/978-3-030-32583-1\_1},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/JLCMR2020/WangSOL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/JLCMR2020/XuAJ20,
author = {Bing Xu and
Tobechukwu Agbele and
Richard Jiang},
editor = {Richard Jiang and
Chang{-}Tsun Li and
Danny Crookes and
Weizhi Meng and
Christophe Rosenberger},
title = {Biometric Blockchain: {A} Secure Solution for Intelligent Vehicle
Data Sharing},
booktitle = {Deep Biometrics},
series = {Unsupervised and Semi-Supervised Learning},
pages = {245--256},
publisher = {Springer International Publishing},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-32583-1\_11},
doi = {10.1007/978-3-030-32583-1\_11},
timestamp = {Fri, 14 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/books/sp/JLCMR2020/XuAJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/sp/JLCMR20,
editor = {Richard Jiang and
Chang{-}Tsun Li and
Danny Crookes and
Weizhi Meng and
Christophe Rosenberger},
title = {Deep Biometrics},
series = {Unsupervised and Semi-Supervised Learning},
publisher = {Springer International Publishing},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-32583-1},
doi = {10.1007/978-3-030-32583-1},
isbn = {978-3-030-32583-1},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/JLCMR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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