Karima Echihabi

417 total citations
16 papers, 236 citations indexed

About

Karima Echihabi is a scholar working on Signal Processing, Artificial Intelligence and Computer Vision and Pattern Recognition. According to data from OpenAlex, Karima Echihabi has authored 16 papers receiving a total of 236 indexed citations (citations by other indexed papers that have themselves been cited), including 13 papers in Signal Processing, 7 papers in Artificial Intelligence and 3 papers in Computer Vision and Pattern Recognition. Recurrent topics in Karima Echihabi's work include Data Management and Algorithms (12 papers), Time Series Analysis and Forecasting (11 papers) and Music and Audio Processing (5 papers). Karima Echihabi is often cited by papers focused on Data Management and Algorithms (12 papers), Time Series Analysis and Forecasting (11 papers) and Music and Audio Processing (5 papers). Karima Echihabi collaborates with scholars based in Morocco, France and United States. Karima Echihabi's co-authors include Themis Palpanas, Kostas Zoumpatianos, Houda Benbrahim, Panagiota Fatourou, Theophanis Tsandilas, Anastasia Bezerianos, Salima Benbernou, Sherif G. Aly, Joe Tekli and Maria Arnaboldi and has published in prestigious journals such as Communications of the ACM, Proceedings of the VLDB Endowment and Lecture notes in computer science.

In The Last Decade

Karima Echihabi

15 papers receiving 236 citations

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Karima Echihabi Morocco	9	189	118	82	24	10	16	236
Marc Gelgon France	8	90 0.5×	78 0.7×	214 2.6×	5 0.2×	4 0.4×	21	292
Magnus Lie Hetland Norway	7	54 0.3×	52 0.4×	39 0.5×	28 1.2×	25 2.5×	19	131
Xiaojing Ma China	11	203 1.1×	52 0.4×	381 4.6×	7 0.3×	12 1.2×	26	418
Alexander Faithfull Denmark	2	45 0.2×	57 0.5×	76 0.9×	18 0.8×	20 2.0×	3	140
Yunxia Liu China	11	158 0.8×	48 0.4×	377 4.6×	8 0.3×	17 1.7×	26	400
Thi-Bich-Hanh Dao France	4	33 0.2×	51 0.4×	21 0.3×	13 0.5×	7 0.7×	12	93
Arnaud Giacometti France	7	56 0.3×	66 0.6×	24 0.3×	56 2.3×	45 4.5×	11	124
Antonio Mallia United States	7	44 0.2×	140 1.2×	102 1.2×	27 1.1×	58 5.8×	16	183
Hongguo Zhao China	8	119 0.6×	33 0.3×	291 3.5×	7 0.3×	15 1.5×	17	315
Oscar Reparaz Belgium	9	52 0.3×	185 1.6×	67 0.8×	15 0.6×	23 2.3×	20	196

Countries citing papers authored by Karima Echihabi

Since Specialization

Citations

This map shows the geographic impact of Karima Echihabi'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 Karima Echihabi with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Karima Echihabi more than expected).

Fields of papers citing papers by Karima Echihabi

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Karima Echihabi. 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 Karima Echihabi. The network helps show where Karima Echihabi may publish in the future.

Co-authorship network of co-authors of Karima Echihabi

This figure shows the co-authorship network connecting the top 25 collaborators of Karima Echihabi. A scholar is included among the top collaborators of Karima Echihabi 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 Karima Echihabi. Karima Echihabi is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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16 of 16 papers shown

Echihabi, Karima, et al.. (2025). Graph-Based Vector Search: An Experimental Evaluation of the State-of-the-Art. Proceedings of the ACM on Management of Data. 3(1). 1–31. 2 indexed citations

Echihabi, Karima, et al.. (2025). RWalks: Random Walks as Attribute Diffusers for Filtered Vector Search. Proceedings of the ACM on Management of Data. 3(3). 1–26.

Echihabi, Karima, et al.. (2023). ELPIS: Graph-Based Similarity Search for Scalable Data Science. Proceedings of the VLDB Endowment. 16(6). 1548–1559. 23 indexed citations

Echihabi, Karima, et al.. (2022). ProS: data series progressive k-NN similarity search and classification with probabilistic quality guarantees. The VLDB Journal. 32(4). 763–789. 11 indexed citations

Echihabi, Karima, Panagiota Fatourou, Kostas Zoumpatianos, Themis Palpanas, & Houda Benbrahim. (2022). Hercules against data series similarity search. Proceedings of the VLDB Endowment. 15(10). 2005–2018. 15 indexed citations

Echihabi, Karima, Kostas Zoumpatianos, & Themis Palpanas. (2021). New trends in high-D vector similarity search. Proceedings of the VLDB Endowment. 14(12). 3198–3201. 25 indexed citations

Echihabi, Karima, et al.. (2021). Networked Systems. Lecture notes in computer science. 1 indexed citations

Echihabi, Karima, Kostas Zoumpatianos, & Themis Palpanas. (2021). Big Sequence Management: Scaling up and Out. Movebank. 4 indexed citations

Echihabi, Karima, Kostas Zoumpatianos, & Themis Palpanas. (2021). High-Dimensional Similarity Search for Scalable Data Science. 2369–2372. 11 indexed citations

10.

Aly, Sherif G., et al.. (2021). Unleashing early maturity academic innovations. Communications of the ACM. 64(4). 102–107. 1 indexed citations

11.

Echihabi, Karima, Kostas Zoumpatianos, & Themis Palpanas. (2020). Scalable Machine Learning on High-Dimensional Vectors. 1–6. 12 indexed citations

12.

Echihabi, Karima. (2020). High-Dimensional Vector Similarity Search: From Time Series to Deep Network Embeddings. 2829–2832. 14 indexed citations

13.

Benbernou, Salima, et al.. (2020). Quality of sentiment analysis tools. Proceedings of the VLDB Endowment. 14(4). 668–681. 5 indexed citations

14.

Echihabi, Karima. (2019). Truly Scalable Data Series Similarity Search.. Very Large Data Bases. 2 indexed citations

15.

Echihabi, Karima, Kostas Zoumpatianos, Themis Palpanas, & Houda Benbrahim. (2019). Return of the Lernaean Hydra. Proceedings of the VLDB Endowment. 13(3). 403–420. 54 indexed citations

16.

Echihabi, Karima, Kostas Zoumpatianos, Themis Palpanas, & Houda Benbrahim. (2018). The lernaean hydra of data series similarity search. Proceedings of the VLDB Endowment. 12(2). 112–127. 56 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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