
Acknowledgment to the Reviewers of Machine Learning and Knowledge Extraction in 2025
The editorial office of Machine Learning and Knowledge Extraction would like to extend its sincere gratitude to all reviewers who contributed to the improvement of the journal quality by providing their expert opinion and evaluation of the submitted research.
We appreciate that thorough peer review demands considerable time and intellectual investment from our reviewers. In 2025, Machine Learning and Knowledge Extraction received 1176 review reports from contributors across 63 countries and territories, demonstrating the breadth of international expertise and scholarly engagement that has strengthened our publication standards.
The reviewers who agreed to have their names published this year are listed below in alphabetical order by first name. The editorial team acknowledges with gratitude all reviewers, named and anonymous alike, for their vital role in maintaining the scholarly standards of Machine Learning and Knowledge Extraction.
| Abdallah Namoun | Lambert Spaanenburg |
| Adriana Naydenova Borodzhieva | Laurent Gantel |
| Ahmed Elsayed | Laurentiu Dan Milici |
| Akhmad Irhas Robby | Lei Shi |
| Alessio Staffini | Leyun Feng |
| Alexander Semenov | Liang Tong |
| Alexey Kashevnik | Lucian-Mihai Cosovanu |
| Algirdas Laukaitis | Ma Wei |
| Alireza Fath | Madalina Carbureanu |
| Alison De Oliveira Moraes | Manousos Valyrakis |
| Amedeo Ganciu | Marcin Nowak |
| Amr Radi | Marco Vassallo |
| Anand Swaminathan | María Galindo-Pellicena |
| Andrea Demofonti | Mariana Falco |
| Andreea Catalina Tinca | Marlon Santiago Viñán-Ludeña |
| Andrei Dumitrescu | Md Rashedul Islam |
| Andrej Flogie | Mehran Pourvahab |
| Andrey K. Gorshenin | Michael Thies |
| Anna Derezinska | Ming Wu |
| Anthony Kusalik | Minyar Sassi Hidri |
| António Miguel Rosado Da Cruz | Mohamed Chahine Ghanem |
| Ariel Teles | Mohd Khaled Shambour |
| Arkadiusz Biernacki | Muhammad Faisal Nadeem |
| Artur Janowski | Mujiangshan Wang |
| Ayman Diyab | Nahla Naji Hilal |
| Basil Barth Duwa | Nan Zhao |
| Bhisham Sharma | Nuriye Sancar |
| Brett Bligh | Ognjen Arandjelovic |
| Catalin Popescu | Oksana Gavrina |
| Chang-Yi Kao | Olga Pilipczuk |
| Chao Gu | Omar A. M. Abdelraouf |
| Charles J. Carver | Onur Can Kalay |
| Chia-Hung Wang | Oswaldo Morales-Matamoros |
| Ching-Lung Fan | Özgür Ömer Ersin |
| Christopher L. Atkinson | Panagiotis D. Michailidis |
| Chungsoo Lim | Paolo Fusco |
| Chunjiong Zhang | Paula Gina Isar |
| Çiğdem Inan Aci | Pavel Starovoitov |
| Claire Jean-Quartier | Pengfei Jia |
| Dapeng Zhang | Péter Balázs |
| Deepak Bhaskar Acharya | Pilar Herrero-Martín |
| Dennis Paulino | Prince Jain |
| Dilek Koc-San | Qingqing Sun |
| Dimitrios Kotsifakos | Rajasekar Elakkiya |
| Djeane Debora Onthoni | Raed Alsini |
| Dmytro Chumachenko | Rajkishor Kumar |
| Dominika Siwiec | Ramayah Thurasamy |
| Duanbing Chen | Ramazan Esmeli |
| Duo Lu | Rashed Kaiser |
| Duran Bao | Ravi Kiran Varma Penmatsa |
| Eduard Alexandru Stoica | Renato R. Maaliw Iii |
| Ehsan Harirchian | Richard Segall |
| El Moutaouakil Karim | Robert Wolny |
| Elena Ascari | S. Kumar Balakrishnan |
| Elena-Nicoleta Untaru | Sajid Ali |
| Elvis Hozdić | Saleh Alhazbi |
| Enrico Collini | Sang Bong Lee |
| Essam Rashed | Sara López Gómez |
| Eugenia I. Toki | Sarath Tomy |
| Fan Zhang | Sarfraz Brohi |
| Farzad Sanati | Satoshi Uchida |
| Fernando Salazar | Sergey Muravyov |
| Fernando Tohme | Seyed Sahand Mohammadi Ziabari |
| Flavio Bertini | Shan Liu |
| Florin Stoica | Sheelan Mahmoud Hama |
| Francesco Dondi | Shih-Lin Lin |
| Frida Milella | Shih-Sung Lin |
| G. P. Ramesh | Siong Thye Goh |
| Gabriel Lobo | Sohail Muhammad |
| Georgios E. Karpetas | Stanimir Ivanov Kabaivanov |
| Gian Paolo Clemente | Stefano Elia |
| Gopal Narayan Srivastava | Stephan Mäs |
| Grzegorz Michalski | Stoyan Kirilov |
| Gustavo Arroyo-Figueroa | Sujit Das |
| Hai Van Pham | Surej Mouli |
| Han Liang | Szidónia Lefkovits |
| Hanyuan Zhang | Tagne Poupi Theodore Armand |
| Hao Wu | Tarek Berghout |
| Haowei Tai | Tatiana A. Litvinova |
| Hassen Louati | Temitope Olubanjo Kehinde |
| Haydar Demirhan | Theofanis Aravanis |
| Heung-Shik Lee | Tiago Miguel Dias |
| Hyun Kwon | Tian Zhao |
| Imad Saleh | Tomas Ruzgas |
| Inzamam Mashood Nasir | Tracey K. M. Lee |
| Irena Jekova | Vahid Hajihashemi |
| Istvan Racz | Vangelis Oikonomou |
| Iulian Ciocoiu | Van-Van Huynh |
| Ivana Marenzi | Vesselin G. Gueorguiev |
| Ivo Draganov | Vibhav Gautam |
| Ivy Shiue | Víctor Manuel García Suárez |
| Jakub Swacha | Victor Monzon Baeza |
| Jasenka Gajdoš Kljusurić | Vignesh Perumal |
| Jegadeeshwaran Rakkiyannan | Volodymyr Gvozdetskyi |
| Jesús-Ángel Román-Gallego | Wei Feng |
| Jianhua Wu | Wei Gao |
| Jianyong Wu | Wei Li |
| Jichi Chen | Wen-Cheng Liu |
| Jihene Kaabi | Werner Vach |
| Joao Da Silva Pereira | Wiktor Stopyra |
| John Adeola Adegoke | Xianping Guan |
| Jorge De Andrés-Sánchez | Xianzhi Wang |
| José María Serrano | Xiaojun Fu |
| Jun Ni | Xiaorui Dong |
| Junyi Zou | Xingxing Han |
| Kacoutchy Jean Ayikpa | Xu Yan |
| Kai-Wen Tien | Yaser Hasan Al-Mamary |
| Kalliopi Kastampolidou | Yıldıray Yalman |
| Kanika Bhalla | Yuchuan Zhuang |
| Katarzyna Pentoś | Yunfeng Wu |
| Kayode Oshinubi | Yuval Cohen |
| Keivan Kaboutari | Yuyan Pan |
| Kejun Dong | Zafar Khan |
| Ki-Sun Lee | Zdzisław Kinart |
| Konrad Wojciechowski | Zhen Liu |
| Krassimir T. Atanassov | Zhen Sun |
| Krzysztof Wołk | Zhiqiang Tong |
| Kuangyu Dai | Zlatan Moric |