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@article{DBLP:journals/make/AhmadFF23,
author = {Faraz Ahmad and
Massimo Ferri and
Patrizio Frosini},
title = {Generalized Permutants and Graph GENEOs},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1905--1920},
year = {2023},
url = {https://doi.org/10.3390/make5040092},
doi = {10.3390/MAKE5040092},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/AhmadFF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/AlduailajB23,
author = {Alanoud Mohammed Alduailaj and
Aymen Belghith},
title = {Detecting Arabic Cyberbullying Tweets Using Machine Learning},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {1},
pages = {29--42},
year = {2023},
url = {https://doi.org/10.3390/make5010003},
doi = {10.3390/MAKE5010003},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/AlduailajB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/AlgarniS23,
author = {Shrooq Algarni and
Frederick T. Sheldon},
title = {Systematic Review of Recommendation Systems for Course Selection},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {2},
pages = {560--596},
year = {2023},
url = {https://doi.org/10.3390/make5020033},
doi = {10.3390/MAKE5020033},
timestamp = {Tue, 30 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/AlgarniS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/AlvarezGonzalezKG23,
author = {Nurudin Alvarez{-}Gonzalez and
Andreas Kaltenbrunner and
Vicen{\c{c}} G{\'{o}}mez},
title = {Beyond Weisfeiler-Lehman with Local Ego-Network Encodings},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1234--1265},
year = {2023},
url = {https://doi.org/10.3390/make5040063},
doi = {10.3390/MAKE5040063},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/AlvarezGonzalezKG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/AraujoMS23,
author = {Vladimir Araujo and
Marie{-}Francine Moens and
Alvaro Soto},
title = {Learning Sentence-Level Representations with Predictive Coding},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {1},
pages = {59--77},
year = {2023},
url = {https://doi.org/10.3390/make5010005},
doi = {10.3390/MAKE5010005},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/AraujoMS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/ArweilerACKB23,
author = {Joel Arweiler and
Cihan Ates and
Jes{\'{u}}s Cerquides and
Rainer Koch and
Hans{-}J{\"{o}}rg Bauer},
title = {Similarity-Based Framework for Unsupervised Domain Adaptation: Peer
Reviewing Policy for Pseudo-Labeling},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1474--1492},
year = {2023},
url = {https://doi.org/10.3390/make5040074},
doi = {10.3390/MAKE5040074},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/ArweilerACKB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/BarzekarM23,
author = {Hosein Barzekar and
Susan McRoy},
title = {Achievable Minimally-Contrastive Counterfactual Explanations},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {3},
pages = {922--936},
year = {2023},
url = {https://doi.org/10.3390/make5030048},
doi = {10.3390/MAKE5030048},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/BarzekarM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/BergomiFMV23,
author = {Mattia G. Bergomi and
Massimo Ferri and
Alessandro Mella and
Pietro Vertechi},
title = {Generalized Persistence for Equivariant Operators in Machine Learning},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {2},
pages = {346--358},
year = {2023},
url = {https://doi.org/10.3390/make5020021},
doi = {10.3390/MAKE5020021},
timestamp = {Tue, 30 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/BergomiFMV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/BleichLJDC23,
author = {Amnon Bleich and
Antje Linnemann and
Benjamin Jaidi and
Bj{\"{o}}rn H. Diem and
Tim O. F. Conrad},
title = {Enhancing Electrocardiogram {(ECG)} Analysis of Implantable Cardiac
Monitor Data: An Efficient Pipeline for Multi-Label Classification},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1539--1556},
year = {2023},
url = {https://doi.org/10.3390/make5040077},
doi = {10.3390/MAKE5040077},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/BleichLJDC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/BluteauG23,
author = {Ryan Bluteau and
Robin Gras},
title = {Lottery Ticket Search on Untrained Models with Applied Lottery Sample
Selection},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {2},
pages = {400--417},
year = {2023},
url = {https://doi.org/10.3390/make5020024},
doi = {10.3390/MAKE5020024},
timestamp = {Tue, 30 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/BluteauG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/CabitzaCNPRC23,
author = {Federico Cabitza and
Andrea Campagner and
Chiara Natali and
Enea Parimbelli and
Luca Ronzio and
Matteo Cameli},
title = {Painting the Black Box White: Experimental Findings from Applying
{XAI} to an {ECG} Reading Setting},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {1},
pages = {269--286},
year = {2023},
url = {https://doi.org/10.3390/make5010017},
doi = {10.3390/MAKE5010017},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/CabitzaCNPRC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/CachiVC23,
author = {Paolo Gabriel Cachi and
Sebasti{\'{a}}n Ventura and
Krzysztof J. Cios},
title = {Improving Spiking Neural Network Performance with Auxiliary Learning},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {3},
pages = {1010--1022},
year = {2023},
url = {https://doi.org/10.3390/make5030052},
doi = {10.3390/MAKE5030052},
timestamp = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/CachiVC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/ClementKAA23,
author = {Tobias Clement and
Nils Kemmerzell and
Mohamed Abdelaal and
Michael Amberg},
title = {{XAIR:} {A} Systematic Metareview of Explainable {AI} {(XAI)} Aligned
to the Software Development Process},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {1},
pages = {78--108},
year = {2023},
url = {https://doi.org/10.3390/make5010006},
doi = {10.3390/MAKE5010006},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/ClementKAA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/CoreccoAG23,
author = {Samuel Corecco and
Giorgia Adorni and
Luca Maria Gambardella},
title = {Proximal Policy Optimization-Based Reinforcement Learning and Hybrid
Approaches to Explore the Cross Array Task Optimal Solution},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1660--1679},
year = {2023},
url = {https://doi.org/10.3390/make5040082},
doi = {10.3390/MAKE5040082},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/CoreccoAG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/CunhaBOM23,
author = {Leandro L. Cunha and
Miguel A. Brito and
Domingos F. Oliveira and
Ana P. Martins},
title = {Active Learning in the Detection of Anomalies in Cryptocurrency Transactions},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1717--1745},
year = {2023},
url = {https://doi.org/10.3390/make5040084},
doi = {10.3390/MAKE5040084},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/CunhaBOM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/CzechBKY23,
author = {Phillip Czech and
Markus Braun and
Ulrich Kre{\ss}el and
Bin Yang},
title = {Behavior-Aware Pedestrian Trajectory Prediction in Ego-Centric Camera
Views with Spatio-Temporal Ego-Motion Estimation},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {3},
pages = {957--978},
year = {2023},
url = {https://doi.org/10.3390/make5030050},
doi = {10.3390/MAKE5030050},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/CzechBKY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/DixonR23,
author = {Jose Dixon and
Md Rahman},
title = {Statistical Analysis of Imbalanced Classification with Training Size
Variation and Subsampling on Datasets of Research Papers in Biomedical
Literature},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1953--1978},
year = {2023},
url = {https://doi.org/10.3390/make5040095},
doi = {10.3390/MAKE5040095},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/DixonR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/EhresmannBV23,
author = {Andr{\'{e}}e C. Ehresmann and
Mathias B{\'{e}}jean and
Jean{-}Paul Vanbremeersch},
title = {A Mathematical Framework for Enriching Human-Machine Interactions},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {2},
pages = {597--610},
year = {2023},
url = {https://doi.org/10.3390/make5020034},
doi = {10.3390/MAKE5020034},
timestamp = {Tue, 30 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/EhresmannBV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/FalakiG23,
author = {Ala Alam Falaki and
Robin Gras},
title = {Efficient Latent Space Compression for Lightning-Fast Fine-Tuning
and Inference of Transformer-Based Models},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {3},
pages = {847--867},
year = {2023},
url = {https://doi.org/10.3390/make5030045},
doi = {10.3390/MAKE5030045},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/FalakiG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/FeldsarMR23,
author = {Borna Feldsar and
Rudolf Mayer and
Andreas Rauber},
title = {Detecting Adversarial Examples Using Surrogate Models},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1796--1825},
year = {2023},
url = {https://doi.org/10.3390/make5040087},
doi = {10.3390/MAKE5040087},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/FeldsarMR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/FescenkoAK23,
author = {Vitalijs Fescenko and
Janis Arents and
Roberts Kadikis},
title = {Synthetic Data Generation for Visual Detection of Flattened {PET}
Bottles},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {1},
pages = {14--28},
year = {2023},
url = {https://doi.org/10.3390/make5010002},
doi = {10.3390/MAKE5010002},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/FescenkoAK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/GarciaHidalgoSG23,
author = {Miguel Garcia{-}Hidalgo and
Ricardo Sevilla{-}Escoboza and
Angel Garc{\'{\i}}a{-}Pedrero},
title = {Mssgan: Enforcing Multiple Generators to Learn Multiple Subspaces
to Avoid the Mode Collapse},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1456--1473},
year = {2023},
url = {https://doi.org/10.3390/make5040073},
doi = {10.3390/MAKE5040073},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/GarciaHidalgoSG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/GarckeR23,
author = {Jochen Garcke and
Ribana Roscher},
title = {Explainable Machine Learning},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {1},
pages = {169--170},
year = {2023},
url = {https://doi.org/10.3390/make5010010},
doi = {10.3390/MAKE5010010},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/GarckeR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/HajmohamadK23,
author = {Abdulsalam Hajmohamad and
Hasan Koyuncu},
title = {3t2FTS: {A} Novel Feature Transform Strategy to Classify 3D {MRI}
Voxels and Its Application on {HGG/LGG} Classification},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {2},
pages = {359--383},
year = {2023},
url = {https://doi.org/10.3390/make5020022},
doi = {10.3390/MAKE5020022},
timestamp = {Tue, 30 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/HajmohamadK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/HaqSR23,
author = {Mahmood Ul Haq and
Muhammad Athar Javed Sethi and
Atiq ur Rehman},
title = {Capsule Network with Its Limitation, Modification, and Applications
- {A} Survey},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {3},
pages = {891--921},
year = {2023},
url = {https://doi.org/10.3390/make5030047},
doi = {10.3390/MAKE5030047},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/HaqSR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/HassaniKRY23,
author = {Hossein Hassani and
Nadejda Komendantova and
Elena A. Rovenskaya and
Mohammad Reza Yeganegi},
title = {Social Intelligence Mining: Unlocking Insights from {X}},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1921--1936},
year = {2023},
url = {https://doi.org/10.3390/make5040093},
doi = {10.3390/MAKE5040093},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/HassaniKRY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/HautotTA23,
author = {Julien Hautot and
C{\'{e}}line Teuli{\`{e}}re and
Nourddine Azzaoui},
title = {Solving Partially Observable 3D-Visual Tasks with Visual Radial Basis
Function Network and Proximal Policy Optimization},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1888--1904},
year = {2023},
url = {https://doi.org/10.3390/make5040091},
doi = {10.3390/MAKE5040091},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/HautotTA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/HeidrichSSS23,
author = {Louisa Heidrich and
Emanuel Slany and
Stephan Scheele and
Ute Schmid},
title = {FairCaipi: {A} Combination of Explanatory Interactive and Fair Machine
Learning for Human and Machine Bias Reduction},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1519--1538},
year = {2023},
url = {https://doi.org/10.3390/make5040076},
doi = {10.3390/MAKE5040076},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/HeidrichSSS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/HussainH23,
author = {Manzoor Hussain and
Jang{-}Eui Hong},
title = {Reconstruction-Based Adversarial Attack Detection in Vision-Based
Autonomous Driving Systems},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1589--1611},
year = {2023},
url = {https://doi.org/10.3390/make5040080},
doi = {10.3390/MAKE5040080},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/HussainH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/HwangCDB23,
author = {Neil Hwang and
Shirshendu Chatterjee and
Yanming Di and
Sharmodeep Bhattacharyya},
title = {Detection of Temporal Shifts in Semantics Using Local Graph Clustering},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {1},
pages = {128--143},
year = {2023},
url = {https://doi.org/10.3390/make5010008},
doi = {10.3390/MAKE5010008},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/HwangCDB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/JensenSPWK23,
author = {Matt Jensen and
Trent Stellingwerff and
Courtney Pollock and
James M. Wakeling and
Marc Klimstra},
title = {Can Principal Component Analysis Be Used to Explore the Relationship
of Rowing Kinematics and Force Production in Elite Rowers during a
Step Test? {A} Pilot Study},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {1},
pages = {237--251},
year = {2023},
url = {https://doi.org/10.3390/make5010015},
doi = {10.3390/MAKE5010015},
timestamp = {Thu, 27 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/JensenSPWK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/KafikangH23,
author = {Maryam Kafikang and
Abdeltawab M. Hendawi},
title = {Drug-Drug Interaction Extraction from Biomedical Text Using Relation
BioBERT with {BLSTM}},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {2},
pages = {669--683},
year = {2023},
url = {https://doi.org/10.3390/make5020036},
doi = {10.3390/MAKE5020036},
timestamp = {Tue, 30 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/KafikangH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/KangY23,
author = {Haeyong Kang and
Chang D. Yoo},
title = {Skew Class-Balanced Re-Weighting for Unbiased Scene Graph Generation},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {1},
pages = {287--303},
year = {2023},
url = {https://doi.org/10.3390/make5010018},
doi = {10.3390/MAKE5010018},
timestamp = {Thu, 27 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/KangY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/KlosaB23,
author = {Daniel Klosa and
Christof B{\"{u}}skens},
title = {Low Cost Evolutionary Neural Architecture Search {(LENAS)} Applied
to Traffic Forecasting},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {3},
pages = {830--846},
year = {2023},
url = {https://doi.org/10.3390/make5030044},
doi = {10.3390/MAKE5030044},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/KlosaB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/LansariBKTBC23,
author = {Mohammed Lansari and
Reda Bellafqira and
Katarzyna Kapusta and
Vincent Thouvenot and
Olivier Bettan and
Gouenou Coatrieux},
title = {When Federated Learning Meets Watermarking: {A} Comprehensive Overview
of Techniques for Intellectual Property Protection},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1382--1406},
year = {2023},
url = {https://doi.org/10.3390/make5040070},
doi = {10.3390/MAKE5040070},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/LansariBKTBC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/LavricS23,
author = {Franc Lavric and
Andrej Skraba},
title = {Brainstorming Will Never Be the Same Again - {A} Human Group Supported
by Artificial Intelligence},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1282--1301},
year = {2023},
url = {https://doi.org/10.3390/make5040065},
doi = {10.3390/MAKE5040065},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/LavricS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/LewandowskiP23,
author = {Brian Lewandowski and
Randy C. Paffenroth},
title = {Autoencoder Feature Residuals for Network Intrusion Detection: One-Class
Pretraining for Improved Performance},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {3},
pages = {868--890},
year = {2023},
url = {https://doi.org/10.3390/make5030046},
doi = {10.3390/MAKE5030046},
timestamp = {Sat, 12 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/LewandowskiP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/LiL23,
author = {Jianfeng Li and
Xiaoqin Lian},
title = {Research on Forest Fire Detection Algorithm Based on Improved YOLOv5},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {3},
pages = {725--745},
year = {2023},
url = {https://doi.org/10.3390/make5030039},
doi = {10.3390/MAKE5030039},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/LiL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/LohajPBPH23,
author = {Oliver Lohaj and
J{\'{a}}n Paralic and
Peter Bedn{\'{a}}r and
Zuzana Paralicov{\'{a}} and
Mat{\'{u}}s Huba},
title = {Unraveling {COVID-19} Dynamics via Machine Learning and {XAI:} Investigating
Variant Influence and Prognostic Classification},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1266--1281},
year = {2023},
url = {https://doi.org/10.3390/make5040064},
doi = {10.3390/MAKE5040064},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/LohajPBPH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/MamidiMKWHH23,
author = {Yashwanth Karthik Kumar Mamidi and
Tarun Karthik Kumar Mamidi and
Md Wasi Ul Kabir and
Jiande Wu and
Md. Tamjidul Hoque and
Chindo Hicks},
title = {PCa-Clf: {A} Classifier of Prostate Cancer Patients into Patients
with Indolent and Aggressive Tumors Using Machine Learning},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1302--1319},
year = {2023},
url = {https://doi.org/10.3390/make5040066},
doi = {10.3390/MAKE5040066},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/MamidiMKWHH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/MapunduKMOC23,
author = {Michael Mapundu and
Chodziwadziwa W. Kabudula and
Eustasius Musenge and
Victor Olago and
Turgay {\c{C}}elik},
title = {Explainable Stacked Ensemble Deep Learning {(SEDL)} Framework to Determine
Cause of Death from Verbal Autopsies},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1570--1588},
year = {2023},
url = {https://doi.org/10.3390/make5040079},
doi = {10.3390/MAKE5040079},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/MapunduKMOC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/MedbouhiPVK23,
author = {Aniss Aiman Medbouhi and
Vladislav Polianskii and
Anastasia Varava and
Danica Kragic},
title = {InvMap and Witness Simplicial Variational Auto-Encoders},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {1},
pages = {199--236},
year = {2023},
url = {https://doi.org/10.3390/make5010014},
doi = {10.3390/MAKE5010014},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/MedbouhiPVK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/MehtaSPTDK23,
author = {Ruchita Mehta and
Sara Sharifzadeh and
Vasile Palade and
Bo Tan and
Alireza Daneshkhah and
Yordanka Karayaneva},
title = {Deep Learning Techniques for Radar-Based Continuous Human Activity
Recognition},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1493--1518},
year = {2023},
url = {https://doi.org/10.3390/make5040075},
doi = {10.3390/MAKE5040075},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/MehtaSPTDK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/MekruksavanichJ23,
author = {Sakorn Mekruksavanich and
Anuchit Jitpattanakul},
title = {Effective Detection of Epileptic Seizures through {EEG} Signals Using
Deep Learning Approaches},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1937--1952},
year = {2023},
url = {https://doi.org/10.3390/make5040094},
doi = {10.3390/MAKE5040094},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/MekruksavanichJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/MiokCS23,
author = {Kristian Miok and
Padraig Corcoran and
Irena Spasic},
title = {The Value of Numbers in Clinical Text Classification},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {3},
pages = {746--762},
year = {2023},
url = {https://doi.org/10.3390/make5030040},
doi = {10.3390/MAKE5030040},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/MiokCS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/MohammadAminiJSABH23,
author = {Mohammad MohammadAmini and
Marcia Jesus and
Davood Fanaei Sheikholeslami and
Paulo Alves and
Aliakbar Hassanzadeh Benam and
Fatemeh Hariri},
title = {Artificial Intelligence Ethics and Challenges in Healthcare Applications:
{A} Comprehensive Review in the Context of the European {GDPR} Mandate},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {3},
pages = {1023--1035},
year = {2023},
url = {https://doi.org/10.3390/make5030053},
doi = {10.3390/MAKE5030053},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/MohammadAminiJSABH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/MolinieMAC23,
author = {Dylan Molini{\'{e}} and
Kurosh Madani and
V{\'{e}}ronique Amarger and
Abdennasser Chebira},
title = {Identifying the Regions of a Space with the Self-Parameterized Recursively
Assessed Decomposition Algorithm {(SPRADA)}},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {3},
pages = {979--1009},
year = {2023},
url = {https://doi.org/10.3390/make5030051},
doi = {10.3390/MAKE5030051},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/MolinieMAC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/MorookaJSPRA23,
author = {F{\'{a}}bio Eid Morooka and
Adalberto Manoel Junior and
Tiago F. A. C. Sigahi and
Jefferson Souza Pinto and
Izabela Simon Rampasso and
Rosley Anholon},
title = {Deep Learning and Autonomous Vehicles: Strategic Themes, Applications,
and Research Agenda Using SciMAT and Content-Centric Analysis, a Systematic
Review},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {3},
pages = {763--781},
year = {2023},
url = {https://doi.org/10.3390/make5030041},
doi = {10.3390/MAKE5030041},
timestamp = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/MorookaJSPRA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/MuhrAK23,
author = {David Muhr and
Michael Affenzeller and
Josef K{\"{u}}ng},
title = {A Probabilistic Transformation of Distance-Based Outliers},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {3},
pages = {782--802},
year = {2023},
url = {https://doi.org/10.3390/make5030042},
doi = {10.3390/MAKE5030042},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/MuhrAK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/NajafiPL23,
author = {Bahareh Najafi and
Saeedeh Parsaeefard and
Alberto Leon{-}Garcia},
title = {Entropy-Aware Time-Varying Graph Neural Networks with Generalized
Temporal Hawkes Process: Dynamic Link Prediction in the Presence of
Node Addition and Deletion},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1359--1381},
year = {2023},
url = {https://doi.org/10.3390/make5040069},
doi = {10.3390/MAKE5040069},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/NajafiPL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/NandaJCZCM23,
author = {Gaurav Nanda and
Aparajita Jaiswal and
Hugo Castellanos and
Yuzhe Zhou and
Alex Choi and
Alejandra J. Magana},
title = {Evaluating the Coverage and Depth of Latent Dirichlet Allocation Topic
Model in Comparison with Human Coding of Qualitative Data: The Case
of Education Research},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {2},
pages = {473--490},
year = {2023},
url = {https://doi.org/10.3390/make5020029},
doi = {10.3390/MAKE5020029},
timestamp = {Tue, 30 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/NandaJCZCM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/NeghawiL23,
author = {Elie Neghawi and
Yan Liu},
title = {Analysing Semi-Supervised ConvNet Model Performance with Computation
Processes},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1848--1876},
year = {2023},
url = {https://doi.org/10.3390/make5040089},
doi = {10.3390/MAKE5040089},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/NeghawiL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/Noor23,
author = {Talal H. Noor},
title = {Human Action Recognition-Based IoT Services for Emergency Response
Management},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {1},
pages = {330--345},
year = {2023},
url = {https://doi.org/10.3390/make5010020},
doi = {10.3390/MAKE5010020},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/Noor23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/NorozniaGNAM23,
author = {Hassan Noroznia and
Majid Gandomkar and
Javad Nikoukar and
Ali Aranizadeh and
Mirpouya Mirmozaffari},
title = {A Novel Pipeline Age Evaluation: Considering Overall Condition Index
and Neural Network Based on Measured Data},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {1},
pages = {252--268},
year = {2023},
url = {https://doi.org/10.3390/make5010016},
doi = {10.3390/MAKE5010016},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/NorozniaGNAM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/OmaeM23,
author = {Yuto Omae and
Masaya Mori},
title = {{E2H} Distance-Weighted Minimum Reference Set for Numerical and Categorical
Mixture Data and a Bayesian Swap Feature Selection Algorithm},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {1},
pages = {109--127},
year = {2023},
url = {https://doi.org/10.3390/make5010007},
doi = {10.3390/MAKE5010007},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/OmaeM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/PinaPCLAH23,
author = {Angel Pina and
Corbin Petersheim and
Josh Cherian and
Joanna Lahey and
Gerianne Alexander and
Tracy Hammond},
title = {Using Machine Learning with Eye-Tracking Data to Predict if a Recruiter
Will Approve a Resume},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {3},
pages = {713--724},
year = {2023},
url = {https://doi.org/10.3390/make5030038},
doi = {10.3390/MAKE5030038},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/PinaPCLAH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/PlanggerAC23,
author = {Jonathan Plangger and
Mohamed M. Atia and
Hicham Chaoui},
title = {FCIoU: {A} Targeted Approach for Improving Minority Class Detection
in Semantic Segmentation Systems},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1746--1759},
year = {2023},
url = {https://doi.org/10.3390/make5040085},
doi = {10.3390/MAKE5040085},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/PlanggerAC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/QiaoWL23,
author = {Litao Qiao and
Weijia Wang and
Bill Lin},
title = {Alternative Formulations of Decision Rule Learning from Neural Networks},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {3},
pages = {937--956},
year = {2023},
url = {https://doi.org/10.3390/make5030049},
doi = {10.3390/MAKE5030049},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/QiaoWL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/RibeiroM23,
author = {Rafael Rodrigues Mendes Ribeiro and
Carlos Dias Maciel},
title = {Bayesian Network Structural Learning Using Adaptive Genetic Algorithm
with Varying Population Size},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1877--1887},
year = {2023},
url = {https://doi.org/10.3390/make5040090},
doi = {10.3390/MAKE5040090},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/RibeiroM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/RodriguezBazanSE23,
author = {Horacio Rodriguez{-}Bazan and
Grigori Sidorov and
Ponciano Jorge Escamilla{-}Ambrosio},
title = {Android Malware Classification Based on Fuzzy Hashing Visualization},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1826--1847},
year = {2023},
url = {https://doi.org/10.3390/make5040088},
doi = {10.3390/MAKE5040088},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/RodriguezBazanSE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/RodriguezRCJ23,
author = {Marcos Hern{\'{a}}ndez Rodr{\'{\i}}guez and
Luis Gonzaga Baca Ruiz and
David Criado{-}Ram{\'{o}}n and
Maria del Carmen Pegalajar Jim{\'{e}}nez},
title = {Artificial Intelligence-Based Prediction of Spanish Energy Pricing
and Its Impact on Electric Consumption},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {2},
pages = {431--447},
year = {2023},
url = {https://doi.org/10.3390/make5020026},
doi = {10.3390/MAKE5020026},
timestamp = {Tue, 30 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/RodriguezRCJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/RosenbergBSSZZKBK23,
author = {Gili Rosenberg and
John Kyle Brubaker and
Martin J. A. Schuetz and
Grant Salton and
Zhihuai Zhu and
Elton Yechao Zhu and
Serdar Kadioglu and
Sima E. Borujeni and
Helmut G. Katzgraber},
title = {Explainable Artificial Intelligence Using Expressive Boolean Formulas},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1760--1795},
year = {2023},
url = {https://doi.org/10.3390/make5040086},
doi = {10.3390/MAKE5040086},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/RosenbergBSSZZKBK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/SalamonSCAPES23,
author = {Peter Salamon and
David Salamon and
Vito Adrian Cantu and
Michelle An and
Tyler Perry and
Robert A. Edwards and
Anca M. Segall},
title = {Classification Confidence in Exploratory Learning: {A} User's Guide},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {3},
pages = {803--829},
year = {2023},
url = {https://doi.org/10.3390/make5030043},
doi = {10.3390/MAKE5030043},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/SalamonSCAPES23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/SamkariAAG23,
author = {Esraa Samkari and
Muhammad Arif and
Manal Alghamdi and
Mohammed A. Al Ghamdi},
title = {Human Pose Estimation Using Deep Learning: {A} Systematic Literature
Review},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1612--1659},
year = {2023},
url = {https://doi.org/10.3390/make5040081},
doi = {10.3390/MAKE5040081},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/SamkariAAG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/SantangeloGPGC23,
author = {Omar Enzo Santangelo and
Vito Gentile and
Stefano Pizzo and
Domiziana Giordano and
Fabrizio Cedrone},
title = {Machine Learning and Prediction of Infectious Diseases: {A} Systematic
Review},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {1},
pages = {175--198},
year = {2023},
url = {https://doi.org/10.3390/make5010013},
doi = {10.3390/MAKE5010013},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/SantangeloGPGC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/SanthanarajDMDR23,
author = {Karthik Santhanaraj and
Dinakaran Devaraj and
Ramya Mm and
Joshuva Arockia Dhanraj and
Kuppan Ramanathan},
title = {Biologically Inspired Self-Organizing Computational Model to Mimic
Infant Learning},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {2},
pages = {491--511},
year = {2023},
url = {https://doi.org/10.3390/make5020030},
doi = {10.3390/MAKE5020030},
timestamp = {Tue, 30 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/SanthanarajDMDR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/SarrafK23,
author = {Saman Sarraf and
Milton Kabia},
title = {Optimal Topology of Vision Transformer for Real-Time Video Action
Recognition in an End-To-End Cloud Solution},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1320--1339},
year = {2023},
url = {https://doi.org/10.3390/make5040067},
doi = {10.3390/MAKE5040067},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/SarrafK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/SchroderZA23,
author = {Maresa Schr{\"{o}}der and
Alireza Zamanian and
Narges Ahmidi},
title = {What about the Latent Space? The Need for Latent Feature Saliency
Detection in Deep Time Series Classification},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {2},
pages = {539--559},
year = {2023},
url = {https://doi.org/10.3390/make5020032},
doi = {10.3390/MAKE5020032},
timestamp = {Tue, 30 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/SchroderZA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/ShihK23,
author = {Yu{-}Shan Shih and
Yi{-}Hung Kung},
title = {Tree-Structured Model with Unbiased Variable Selection and Interaction
Detection for Ranking Data},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {2},
pages = {448--459},
year = {2023},
url = {https://doi.org/10.3390/make5020027},
doi = {10.3390/MAKE5020027},
timestamp = {Tue, 30 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/ShihK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/ShuklaTT23,
author = {Amar Shukla and
Rajeev Tiwari and
Shamik Tiwari},
title = {Alzheimer's Disease Detection from Fused {PET} and {MRI} Modalities
Using an Ensemble Classifier},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {2},
pages = {512--538},
year = {2023},
url = {https://doi.org/10.3390/make5020031},
doi = {10.3390/MAKE5020031},
timestamp = {Tue, 30 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/ShuklaTT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/SilvaS23,
author = {Adeilson Antonio da Silva and
Maur{\'{\i}}cio Pamplona Segundo},
title = {On Deceiving Malware Classification with Section Injection},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {1},
pages = {144--168},
year = {2023},
url = {https://doi.org/10.3390/make5010009},
doi = {10.3390/MAKE5010009},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/SilvaS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/SkrljBL23,
author = {Blaz Skrlj and
Matej Bevec and
Nada Lavrac},
title = {Multimodal AutoML via Representation Evolution},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {1},
pages = {1--13},
year = {2023},
url = {https://doi.org/10.3390/make5010001},
doi = {10.3390/MAKE5010001},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/SkrljBL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/SmejkalovaSRS23,
author = {Veronika Smejkalov{\'{a}} and
Radovan Sompl{\'{a}}k and
Martin Roseck{\'{y}} and
Krist{\'{\i}}na Sramkov{\'{a}}},
title = {Machine Learning Method for Changepoint Detection in Short Time Series
Data},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1407--1432},
year = {2023},
url = {https://doi.org/10.3390/make5040071},
doi = {10.3390/MAKE5040071},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/SmejkalovaSRS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/StrelceniaP23,
author = {Emilija Strelcenia and
Simant Prakoonwit},
title = {A Survey on {GAN} Techniques for Data Augmentation to Address the
Imbalanced Data Issues in Credit Card Fraud Detection},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {1},
pages = {304--329},
year = {2023},
url = {https://doi.org/10.3390/make5010019},
doi = {10.3390/MAKE5010019},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/StrelceniaP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/SuarezB23,
author = {Evaldo Jorge Alc{\'{a}}ntara Su{\'{a}}rez and
Victor Monzon Baeza},
title = {Evaluating the Role of Machine Learning in Defense Applications and
Industry},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1557--1569},
year = {2023},
url = {https://doi.org/10.3390/make5040078},
doi = {10.3390/MAKE5040078},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/SuarezB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/SullivanL23,
author = {Robert S. Sullivan and
Luca Longo},
title = {Explaining Deep Q-Learning Experience Replay with SHapley Additive
exPlanations},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1433--1455},
year = {2023},
url = {https://doi.org/10.3390/make5040072},
doi = {10.3390/MAKE5040072},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/SullivanL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/SummersSCF23,
author = {Lucia Summers and
Alyssa N. Shallenberger and
John Cruz and
Lawrence V. Fulton},
title = {A Multi-Input Machine Learning Approach to Classifying Sex Trafficking
from Online Escort Advertisements},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {2},
pages = {460--472},
year = {2023},
url = {https://doi.org/10.3390/make5020028},
doi = {10.3390/MAKE5020028},
timestamp = {Tue, 30 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/SummersSCF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/TervenER23,
author = {Juan R. Terven and
Diana Margarita C{\'{o}}rdova Esparza and
Julio{-}Alejandro Romero{-}Gonz{\'{a}}lez},
title = {A Comprehensive Review of {YOLO} Architectures in Computer Vision:
From YOLOv1 to YOLOv8 and {YOLO-NAS}},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1680--1716},
year = {2023},
url = {https://doi.org/10.3390/make5040083},
doi = {10.3390/MAKE5040083},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/TervenER23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/UbalGCS23,
author = {Cristian Ubal and
Gustavo L. Di Giorgi and
Javier E. Contreras{-}Reyes and
Rodrigo Salas},
title = {Predicting the Long-Term Dependencies in Time Series Using Recurrent
Artificial Neural Networks},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {4},
pages = {1340--1358},
year = {2023},
url = {https://doi.org/10.3390/make5040068},
doi = {10.3390/MAKE5040068},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/make/UbalGCS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/VivekanandanWKK23,
author = {Deepak Vivekanandan and
Samuel Wirth and
Patrick Karlbauer and
Noah Klarmann},
title = {A Reinforcement Learning Approach for Scheduling Problems with Improved
Generalization through Order Swapping},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {2},
pages = {418--430},
year = {2023},
url = {https://doi.org/10.3390/make5020025},
doi = {10.3390/MAKE5020025},
timestamp = {Tue, 30 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/VivekanandanWKK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/WeipplHK23,
author = {Edgar R. Weippl and
Andreas Holzinger and
Peter Kieseberg},
title = {Special Issue "Selected Papers from {CD-MAKE} 2020 and {ARES} 2020"},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {1},
pages = {173--174},
year = {2023},
url = {https://doi.org/10.3390/make5010012},
doi = {10.3390/MAKE5010012},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/WeipplHK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/X23,
title = {Acknowledgment to the Reviewers of Machine Learning and Knowledge
Extraction in 2022},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {1},
pages = {171--172},
year = {2023},
url = {https://doi.org/10.3390/make5010011},
doi = {10.3390/MAKE5010011},
timestamp = {Thu, 27 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/X23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/YuanDCSWDC23,
author = {Zhaoyi Yuan and
Hao Ding and
Guoqing Chao and
Mingqiang Song and
Lei Wang and
Weiping Ding and
Dianhui Chu},
title = {A Diabetes Prediction System Based on Incomplete Fused Data Sources},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {2},
pages = {384--399},
year = {2023},
url = {https://doi.org/10.3390/make5020023},
doi = {10.3390/MAKE5020023},
timestamp = {Tue, 30 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/YuanDCSWDC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/ZhangSSG23,
author = {Weihang Zhang and
Ovidiu Serban and
Jiahao Sun and
Yike Guo},
title = {{IPPT4KRL:} Iterative Post-Processing Transfer for Knowledge Representation
Learning},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {1},
pages = {43--58},
year = {2023},
url = {https://doi.org/10.3390/make5010004},
doi = {10.3390/MAKE5010004},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/ZhangSSG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/ZhouWYWZ23,
author = {Qinghua Zhou and
Jiaji Wang and
Xiang Yu and
Shuihua Wang and
Yudong Zhang},
title = {A Survey of Deep Learning for Alzheimer's Disease},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {2},
pages = {611--668},
year = {2023},
url = {https://doi.org/10.3390/make5020035},
doi = {10.3390/MAKE5020035},
timestamp = {Tue, 30 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/ZhouWYWZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/ZhuZWZ23,
author = {Hanruo Zhu and
Ziquan Zhu and
Shuihua Wang and
Yu{-}Dong Zhang},
title = {CovC-ReDRNet: {A} Deep Learning Model for {COVID-19} Classification},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {3},
pages = {684--712},
year = {2023},
url = {https://doi.org/10.3390/make5030037},
doi = {10.3390/MAKE5030037},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/ZhuZWZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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