Antonio Hernando

36 papers receiving 4.0k citations

Antonio Hernando's Hit Papers

A non negative matrix factorization for collaborative filtering recommender systems based on a Bayesian probabilistic model 2016 · 246 citations
2460+5+10Years since publication50010001.5k2.0k

Peers

Antonio Hernando
Comparison fields: 5 of 112
  • Information Systems 3.4k
  • Computer Vision and Pattern Recognition 1.2k
  • Management Science and Operations Research 637
  • Transportation 319
  • Artificial Intelligence 1.6k
Replace Jesús Bobadilla with:
Jesús Bobadilla Spain
Paolo Cremonesi Italy
Peter V. Bergstrom Sweden
Abraham Gutiérrez Spain
Pasquale Lops Italy
J. Ben Schafer United States
Lizi Liao Singapore
Jon Herlocker United States
Matthew Richardson United States
Daniel Billsus United States
Antonio Hernando relative to Jesús Bobadilla Spain Jesús Bobadilla's profile →
Citations per field
00.5×1.5×
Jesús Bobadilla · 1×
Citations per year

Countries citing papers authored by Antonio Hernando

Since Specialization
Citations

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

Fields of papers citing papers by Antonio Hernando

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authors

The 13 scholars most cited alongside Antonio Hernando, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Antonio Hernando Line = papers co-authored together Antonio Hernando links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown

Showing the 20 most-cited of 40 papers — load more, or switch the sort, to bring in the rest.

#Work
1
Recommender systems survey
Hit paper breakdown →
20132420
2
A collaborative filtering approach to mitigate the new user cold start problem
Hit paper breakdown →
2011375
3
A non negative matrix factorization for collaborative filtering recommender systems based on a Bayesian probabilistic model
Hit paper breakdown →
2016246
4 2011187
5 2016142
6 2011137
7 2011103
8 202089
9 201761
10 201253
11 201347
12 201340
13 201836
14 201634
15 201230
16 201325
17 201314
18 201012
19 201711
20 20139

About Antonio Hernando

Antonio Hernando is a scholar working on Information Systems, Management Science and Operations Research, Computational Theory and Mathematics, Transportation and Artificial Intelligence, having authored 40 papers that have together received 4.1k indexed citations. Recurring topics across this work include Recommender Systems and Techniques (20 papers), Polynomial and algebraic computation (11 papers), Advanced Bandit Algorithms Research (10 papers), Formal Methods in Verification (7 papers), Data Management and Algorithms (7 papers), Logic, programming, and type systems (6 papers), Data Stream Mining Techniques (4 papers) and Transportation Planning and Optimization (4 papers). The work is most often cited by research in Information Systems (3.4k citations), Computer Vision and Pattern Recognition (1.2k citations), Management Science and Operations Research (637 citations), Transportation (319 citations) and Artificial Intelligence (1.6k citations). Antonio Hernando has collaborated with scholars based in Spain, Israel and India. Frequent co-authors include Jesús Bobadilla, Fernando Ortega, Abraham Gutiérrez, Jesús Bernal, Eugenio Roanes–Lozano, Guillermo Glez-de-Rivera, Bo Zhu, Ángel Arroyo, Luis M. Laita and Bidyut Kr. Patra. Their work appears in journals such as Revista de la Real Academia de Ciencias Exactas Físicas y Naturales Serie A Matemáticas, Knowledge-Based Systems, Information Sciences, International Journal of Intelligent Systems and Mathematics and Computers in Simulation.

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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