Amin Mantrach

924 total citations
19 papers, 545 citations indexed

About

Amin Mantrach is a scholar working on Statistical and Nonlinear Physics, Artificial Intelligence and Information Systems. According to data from OpenAlex, Amin Mantrach has authored 19 papers receiving a total of 545 indexed citations (citations by other indexed papers that have themselves been cited), including 10 papers in Statistical and Nonlinear Physics, 10 papers in Artificial Intelligence and 9 papers in Information Systems. Recurrent topics in Amin Mantrach's work include Complex Network Analysis Techniques (10 papers), Topic Modeling (5 papers) and Web Data Mining and Analysis (5 papers). Amin Mantrach is often cited by papers focused on Complex Network Analysis Techniques (10 papers), Topic Modeling (5 papers) and Web Data Mining and Analysis (5 papers). Amin Mantrach collaborates with scholars based in Spain, United States and United Kingdom. Amin Mantrach's co-authors include Martin Saveski, Marco Saerens, Masashi Shimbo, Nicolas Kourtellis, Luh Yen, Fabrizio Silvestri, Alejandro Jaimes, Carmen Vaca, Xiao Bai and Marina Litvak and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, Pattern Recognition and Information Sciences.

In The Last Decade

Amin Mantrach

19 papers receiving 515 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Amin Mantrach Spain	11	285	239	134	98	65	19	545
Chun-Ta Lu United States	14	309 1.1×	166 0.7×	120 0.9×	162 1.7×	34 0.5×	31	651
Huawei Shen China	14	337 1.2×	149 0.6×	174 1.3×	63 0.6×	46 0.7×	44	526
Víctor Fresno Spain	13	415 1.5×	204 0.9×	101 0.8×	53 0.5×	49 0.8×	62	600
Xiangguo Sun China	15	509 1.8×	221 0.9×	164 1.2×	92 0.9×	38 0.6×	33	727
Yi Fang United States	13	396 1.4×	281 1.2×	77 0.6×	98 1.0×	37 0.6×	53	654
L. Venkata Subramaniam India	15	460 1.6×	226 0.9×	110 0.8×	52 0.5×	54 0.8×	60	711
David Ahn United States	11	676 2.4×	193 0.8×	110 0.8×	52 0.5×	58 0.9×	15	814
Cüneyt Gürcan Akçora United States	13	245 0.9×	240 1.0×	134 1.0×	37 0.4×	57 0.9×	35	596
Baoxu Shi United States	11	499 1.8×	138 0.6×	80 0.6×	72 0.7×	135 2.1×	21	651

Countries citing papers authored by Amin Mantrach

Since Specialization

Citations

This map shows the geographic impact of Amin Mantrach's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Amin Mantrach with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Amin Mantrach more than expected).

Fields of papers citing papers by Amin Mantrach

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Amin Mantrach. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Amin Mantrach. The network helps show where Amin Mantrach may publish in the future.

Co-authorship network of co-authors of Amin Mantrach

This figure shows the co-authorship network connecting the top 25 collaborators of Amin Mantrach. A scholar is included among the top collaborators of Amin Mantrach based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Amin Mantrach. Amin Mantrach is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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19 of 19 papers shown

Mantrach, Amin, et al.. (2025). Monte Carlo Temperature: a robust sampling strategy for LLM’s uncertainty quantification methods. 305–320. 1 indexed citations

Mantrach, Amin, et al.. (2023). Leveraging Inter-Rater Agreement for Classification in the Presence of Noisy Labels. IRIS Research product catalog (Sapienza University of Rome). 3439–3448. 7 indexed citations

Bai, Xiao, et al.. (2019). Position-Aware Deep Character-Level CTR Prediction for Sponsored Search. IEEE Transactions on Knowledge and Data Engineering. 33(4). 1722–1736. 7 indexed citations

Kivimäki, Ilkka, et al.. (2017). A bag-of-paths framework for network data analysis. Neural Networks. 90. 90–111. 16 indexed citations

Mantrach, Amin, et al.. (2016). How to Compete Online for News Audience. 1645–1654. 10 indexed citations

Aiello, Luca Maria, Ioannis Arapakis, Ricardo Baeza‐Yates, et al.. (2016). The Role of Relevance in Sponsored Search. 185–194. 9 indexed citations

Bai, Xiao, B. Barla Cambazoğlu, Francesco Gullo, Amin Mantrach, & Fabrizio Silvestri. (2016). Exploiting search history of users for news personalization. Information Sciences. 385-386. 125–137. 30 indexed citations

Litvak, Marina, et al.. (2015). HEADS: Headline Generation as Sequence Prediction Using an Abstract Feature-Rich Space. IRIS Research product catalog (Sapienza University of Rome). 36 indexed citations

Kooti, Farshad, Luca Maria Aiello, Mihajlo Grbovic, Kristina Lerman, & Amin Mantrach. (2015). Evolution of Conversations in the Age of Email Overload. 603–613. 38 indexed citations

10.

Kalyanam, Janani, Amin Mantrach, Diego Sáez-Trumper, Hossein Vahabi, & Gert Lanckriet. (2015). Leveraging Social Context for Modeling Topic Evolution. 517–526. 29 indexed citations

11.

Kourtellis, Nicolas, et al.. (2015). Dynamic Matrix Factorization with Priors on Unknown Values. 189–198. 62 indexed citations

12.

Vaca, Carmen, Amin Mantrach, Alejandro Jaimes, & Marco Saerens. (2014). A time-based collective factorization for topic discovery and monitoring in news. Digital Access to Libraries (Université catholique de Louvain (UCL), l'Université de Namur (UNamur) and the Université Saint-Louis (USL-B)). 527–538. 50 indexed citations

13.

Mantrach, Amin, et al.. (2014). Random walks based modularity. Digital Access to Libraries (Université catholique de Louvain (UCL), l'Université de Namur (UNamur) and the Université Saint-Louis (USL-B)). 213–224. 8 indexed citations

14.

Saveski, Martin & Amin Mantrach. (2014). Item cold-start recommendations. 89–96. 115 indexed citations

15.

Risse, Thomas, Elena Demidova, Stefan Dietze, et al.. (2014). The ARCOMEM Architecture for Social- and Semantic-Driven Web Archiving. Future Internet. 6(4). 688–716. 6 indexed citations

16.

Mantrach, Amin, et al.. (2013). The Sum-over-Forests Density Index: Identifying Dense Regions in a Graph. IEEE Transactions on Pattern Analysis and Machine Intelligence. 36(6). 1268–1274. 6 indexed citations

17.

Mantrach, Amin, et al.. (2010). Semi-supervised classification and betweenness computation on large, sparse, directed graphs. Pattern Recognition. 44(6). 1212–1224. 25 indexed citations

18.

Mantrach, Amin, et al.. (2009). The Sum-over-Paths Covariance Kernel: A Novel Covariance Measure between Nodes of a Directed Graph. IEEE Transactions on Pattern Analysis and Machine Intelligence. 32(6). 1112–1126. 35 indexed citations

19.

Yen, Luh, Marco Saerens, Amin Mantrach, & Masashi Shimbo. (2008). A family of dissimilarity measures between nodes generalizing both the shortest-path and the commute-time distances. 785–793. 55 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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