Grupo de Inteligencia Artificial PUCP

Research output

Research output per year 2010 2014 2015 2017 2018 2019 2024

• 40 Conference contribution
• 15 Article
• 8 Conference article
• 4 Book
• 10 More
  • 3 Editorial
  • 2 Chapter
  • 2 Paper
  • 2 Review article
  • 1 Comment/debate

Research output per year

Research output per year

Search results

• 2024

  Awajun-OP: Multi-domain Dataset for Spanish–Awajun Machine Translation

  Veliz, O. M., Uwarai, Y. L. A. & Oncevay, A., 2024, AmericasNLP 2024 - 4th Workshop on Natural Language Processing for Indigenous Languages of the Americas - Proceedings of the Workshop. Mager, M., Ebrahimi, A., Rijhwani, S., Oncevay, A., Chiruzzo, L., Pugh, R., von der Wense, K. & von der Wense, K. (eds.). Association for Computational Linguistics (ACL), p. 112-120 9 p. (AmericasNLP 2024 - 4th Workshop on Natural Language Processing for Indigenous Languages of the Americas - Proceedings of the Workshop).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Machine Translation 100%
  • Transfer of Learning 100%
  • Transfer Learning 50%
  • Language Resource 50%
  • Starting Point 50%
  1 Scopus citations

• Findings of the AmericasNLP 2024 Shared Task on Machine Translation into Indigenous Languages

  Ebrahimi, A., de Gibert, O., Vázquez, R., Coto-Solano, R., Denisov, P., Pugh, R., Mager, M., Oncevay, A., Chiruzzo, L., von der Wense, K. & Rijhwani, S., 2024, AmericasNLP 2024 - 4th Workshop on Natural Language Processing for Indigenous Languages of the Americas - Proceedings of the Workshop. Mager, M., Ebrahimi, A., Rijhwani, S., Oncevay, A., Chiruzzo, L., Pugh, R., von der Wense, K. & von der Wense, K. (eds.). Association for Computational Linguistics (ACL), p. 236-246 11 p. (AmericasNLP 2024 - 4th Workshop on Natural Language Processing for Indigenous Languages of the Americas - Proceedings of the Workshop).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Machine Translation 100%
  • Training Data 50%
  • Starting Point 50%
  • Collected Data 50%
  1 Scopus citations

• Findings of the AmericasNLP 2024 Shared Task on the Creation of Educational Materials for Indigenous Languages

  Chiruzzo, L., Denisov, P., Molina-Villegas, A., Fernandez-Sabido, S., Coto-Solano, R., Agüero-Torales, M., Alvarez, A., Canul-Yah, S., Hau-Ucán, L., Ebrahimi, A., Pugh, R., Oncevay, A., Rijhwani, S., von der Wense, K. & Mager, M., 2024, AmericasNLP 2024 - 4th Workshop on Natural Language Processing for Indigenous Languages of the Americas - Proceedings of the Workshop. Mager, M., Ebrahimi, A., Rijhwani, S., Oncevay, A., Chiruzzo, L., Pugh, R., von der Wense, K. & von der Wense, K. (eds.). Association for Computational Linguistics (ACL), p. 224-235 12 p. (AmericasNLP 2024 - 4th Workshop on Natural Language Processing for Indigenous Languages of the Americas - Proceedings of the Workshop).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Natural Language Processing 100%
  • Educational Resource 100%
  6 Scopus citations

• Introduction

  Mager, M., Ebrahimi, A., Rijhwani, S., Oncevay, A., Chiruzzo, L., Pugh, R. & von der Wense, K., 2024, In: AmericasNLP 2024 - 4th Workshop on Natural Language Processing for Indigenous Languages of the Americas - Proceedings of the Workshop. p. IV

  Research output: Contribution to journal › Editorial

• Unlocking Knowledge with OCR-Driven Document Digitization for Peruvian Indigenous Languages

  Sánchez, S., Zariquiey, R. & Oncevay, A., 2024, AmericasNLP 2024 - 4th Workshop on Natural Language Processing for Indigenous Languages of the Americas - Proceedings of the Workshop. Mager, M., Ebrahimi, A., Rijhwani, S., Oncevay, A., Chiruzzo, L., Pugh, R., von der Wense, K. & von der Wense, K. (eds.). Association for Computational Linguistics (ACL), p. 103-111 9 p. (AmericasNLP 2024 - 4th Workshop on Natural Language Processing for Indigenous Languages of the Americas - Proceedings of the Workshop).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Optical Character Recognition 100%
  • Transcription 100%
  1 Scopus citations
• 2023

  Findings of the Second AmericasNLP Competition on Speech-to-Text Translation

  Ebrahimi, A., Mager, M., Wiemerslage, A., Denisov, P., Oncevay, A., Liu, D., Koneru, S., Ugan, E. Y., Li, Z., Niehues, J., Romero, M., Torre, I. G., Alumäe, T., Kong, J., Polezhaev, S., Belousov, Y., Chen, W. R., Sullivan, P., Adebara, I. & Talafha, B. & 14 others, Inciarte, A. A., Abdul-Mageed, M., Chiruzzo, L., Coto-Solano, R., Cruz, H., Flores-Solórzano, S., López, A. A. A., Meza-Ruiz, I., Ortega, J. E., Palmer, A., Zevallos, R., Stenzel, K., Vu, T. & Kann, K., 2023, In: Proceedings of Machine Learning Research. 220, p. 217-232 16 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Text To Speech 100%
  • Natural Language Processing 33%
  • Machine Translation 33%
  • Speech Recognition 33%
  • Translation System 33%
  9 Scopus citations
• 2022

  Investigating Generative Neural-Network Models for Building Pest Insect Detectors in Sticky Trap Images for the Peruvian Horticulture

  Cabrera, J. & Villanueva, E., 20 Apr 2022, Information Management and Big Data. p. 356-369 14 p. (Information Management and Big Data).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  6 Scopus citations
• 2021

  RepeatsDB in 2021: Improved data and extended classification for protein tandem repeat structures

  Paladin, L., Bevilacqua, M., Errigo, S., Piovesan, D., Mičetić, I., Necci, M., Monzon, A. M., Fabre, M. L., Lopez, J. L., Nilsson, J. F., Rios, J., Menna, P. L., Cabrera, M., Buitron, M. G., Kulik, M. G., Fernandez-Alberti, S., Fornasari, M. S., Parisi, G., Lagares, A. & Hirsh, L. & 3 others, Andrade-Navarro, M. A., Kajava, A. V. & Tosatto, S. C. E., 8 Jan 2021, In: Nucleic Acids Research. 49, D1, p. D452-D457

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Tandem Repeat 100%
  • Protein Structure 25%
  • Protein Data Bank 25%
  • Tree of Life 25%
  41 Scopus citations

• Representation of Yine [Arawak] Morphology by Finite State Transducer Formalism

  Ingunza, A., Oncevay, A. & Zariquiey, R., 11 Jun 2021, Proceedings of the 1st Workshop on Natural Language Processing for Indigenous Languages of the Americas, AmericasNLP 2021. p. 102-112 11 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
• 2020

  3D Shape Matching for Retrieval and Recognition

  Sipiran, I. & Bustos, B., 12 Sep 2020, 3D Imaging, Analysis and Applications. p. 413-461 49 p. (3D Imaging, Analysis and Applications).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

• Drug recommendation system for geriatric patients based on bayesian networks and evolutionary computation

  Montalvo, L. & Villanueva, E., 1 Jan 2020

  Research output: Book/Report › Book › peer-review

  3 Scopus citations

• Global Brand Perception Based on Social Prestige, Credibility and Social Responsibility: A Clustering Approach

  Medina-Rodríguez, R., Talavera, A., Merino, M. H., Lazo Lazo, J. & Mazzon, J. A., 1 Jan 2020

  Research output: Book/Report › Book › peer-review

• No data to crawl? Monolingual corpus creation from PDF files of truly low-resource languages in Peru

  Bustamante, G., Oncevay, A. & Zariquiey, R., 2020, LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings. Calzolari, N., Bechet, F., Blache, P., Choukri, K., Cieri, C., Declerck, T., Goggi, S., Isahara, H., Maegaard, B., Mariani, J., Mazo, H., Moreno, A., Odijk, J. & Piperidis, S. (eds.). European Language Resources Association (ELRA), p. 2914-2923 10 p. (LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Low-resource Languages 100%
  • Peru 100%
  • Natural Language Processing 50%
  • Language Modeling 50%
  • Language Specific 50%
  29 Scopus citations

• Public Riots in Twitter: Domain-Based Event Filtering During Civil Unrest

  Oncevay, A., Sobrevilla, M., Alatrista-Salas, H. & Melgar, A., 2020, ADBIS, TPDL and EDA 2020 Common Workshops and Doctoral Consortium - International Workshops: DOING, MADEISD, SKG, BBIGAP, SIMPDA, AIMinScience 2020 and Doctoral Consortium, Proceedings. Bellatreche, L., Bieliková, M., Boussaïd, O., Darmont, J., Catania, B., Demidova, E., Duchateau, F., Hall, M., Mercun, T., Žumer, M., Novikov, B., Papatheodorou, C., Risse, T., Romero, O., Sautot, L., Talens, G. & Wrembel, R. (eds.). Springer, p. 49-59 11 p. (Communications in Computer and Information Science; vol. 1260 CCIS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Filtration 100%
  1 Scopus citations

• Revenant: A database of resurrected proteins

  Carletti, M. S., Monzon, A. M., Garcia-Rios, E., Benitez, G., Hirsh, L., Fornasari, M. S. & Parisi, G., 2020, In: Database. 2020, baaa031.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Metabolic Pathway 100%
  • Reconstruction 100%
  • Derived Protein 100%
  • Protein Stability 100%
  • Extinct Species 100%
  6 Scopus citations
• 2019

  A mixed model based on shape context and spark for sketch based image retrieval

  Puenternan Fernández, W. & Beltrán Castañón, C. A., 2019, Information Management and Big Data - 5th International Conference, SIMBig 2018, Proceedings. Muñante, D., Alatrista-Salas, H. & Lossio-Ventura, J. A. (eds.). Springer Verlag, p. 341-348 8 p. (Communications in Computer and Information Science; vol. 898).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Image Retrieval 100%
  • shape context 100%
  • Textual Representation 33%
  • Step Description 33%
  • Point Detection 33%

• Base 5 vs. Karp-Rabin as optimizations in the BLAST heuristic for the alignment of DNA sequences

  Cruz-Gamero, F. L. A., Beltran-Castanon, C. A. & Gutierrez-Caceres, J. C., Aug 2019, Proceedings of the 2019 IEEE 26th International Conference on Electronics, Electrical Engineering and Computing, INTERCON 2019. Institute of Electrical and Electronics Engineers Inc., 8853584. (Proceedings of the 2019 IEEE 26th International Conference on Electronics, Electrical Engineering and Computing, INTERCON 2019).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Heuristics 100%
  • Bioinformatics 100%
  • DNA Sequence 100%

• Chanot: An intelligent annotation tool for indigenous and highly agglutinative languages in Peru

  Mercado-Gonzales, R., Pereira-Noriega, J., Sobrevilla, M. & Oncevay, A., 2019, LREC 2018 - 11th International Conference on Language Resources and Evaluation. Isahara, H., Maegaard, B., Piperidis, S., Cieri, C., Declerck, T., Hasida, K., Mazo, H., Choukri, K., Goggi, S., Mariani, J., Moreno, A., Calzolari, N., Odijk, J. & Tokunaga, T. (eds.). European Language Resources Association (ELRA), p. 4150-4154 5 p. (LREC 2018 - 11th International Conference on Language Resources and Evaluation).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Natural Language Processing 100%
  • Guides 100%
  • Corpus Linguistics 100%
  • Peru 100%
  • Annotation 100%
  2 Scopus citations

• Classification of eimeria species from digital micrographies using CNNs

  Monge, D. F. & Beltrán, C. A., 2019, p. 88-91. 4 p.

  Research output: Contribution to conference › Paper › peer-review

  • Eimeria 100%
  • Convolutional Neural Network 100%
  • Aves 100%
  • Gametocyte 50%
  • Protozoa 50%
  3 Scopus citations

• Corpus building and evaluation of aspect-based opinion summaries from tweets in Spanish

  Peñaloza, D., López, R., Tenorio, J., Gómez, H., Oncevay-Marcos, A. & Sobrevilla Cabezudo, M. A., 2019, LREC 2018 - 11th International Conference on Language Resources and Evaluation. Isahara, H., Maegaard, B., Piperidis, S., Cieri, C., Declerck, T., Hasida, K., Mazo, H., Choukri, K., Goggi, S., Mariani, J., Moreno, A., Calzolari, N., Odijk, J. & Tokunaga, T. (eds.). European Language Resources Association (ELRA), p. 4199-4203 5 p. (LREC 2018 - 11th International Conference on Language Resources and Evaluation).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Sentiment Orientation 100%

• Evaluation of the Impact of Initial Positions obtained by Clustering Algorithms on the Straight Line Segments Classifier

  Medina-Rodriguez, R., Castanon, C. B. & Hashimoto, R. F., 23 Jan 2019, 2018 IEEE Latin American Conference on Computational Intelligence, LA-CCI 2018. Institute of Electrical and Electronics Engineers Inc., 8625256. (2018 IEEE Latin American Conference on Computational Intelligence, LA-CCI 2018).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Clustering Algorithm 100%
  • Line Segment 100%
  • Initial Position 100%
  • Straight Line 100%
  • Minimizes 16%
  1 Scopus citations

• Leaf Venation Enhancing for Texture Feature Extraction in a Plant Classification Task

  Arrasco, C., Khlebnikov, S., Oncevay, A. & Castanon, C. B., 23 Jan 2019, 2018 IEEE Latin American Conference on Computational Intelligence, LA-CCI 2018. Institute of Electrical and Electronics Engineers Inc., 8625221. (2018 IEEE Latin American Conference on Computational Intelligence, LA-CCI 2018).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Plant Specie 100%
  • Pattern Recognition 100%
  • Vein 100%
  • Feature Extraction 100%
  • Leaf Area 100%
  3 Scopus citations

• Mapping Ausangate glacier changes using clustering techniques on cloud computing infrastructure

  Ayma, V., Beltrán, C., Happ, P., Costa, G. & Feitosa, R., 2019, Seventh International Conference on Remote Sensing and Geoinformation of the Environment, RSCy 2019. Themistocleous, K., Papadavid, G., Michaelides, S., Ambrosia, V. & Hadjimitsis, D. G. (eds.). SPIE, 111740L. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11174).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Computing Infrastructure 100%
  • Clustering Technique 100%
  • Cloud Computing 100%
  • Remote Sensing 100%
  • Machine Learning 66%

• Mapping glacier changes using clustering techniques on cloud computing infrastructure

  Ayma, V., Beltrán, C., Happ, P., Costa, G. & Feitosa, R., 17 Sep 2019, In: International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives. 42, 2/W16, p. 29-34 6 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Computing Infrastructure 100%
  • Clustering Technique 100%
  • Cloud Computing 100%
  • Remote Sensing 100%
  • Machine Learning 66%
  4 Scopus citations

• Obsolescencia lingüística, descripción gramatical y documentación de lenguas en el Perú: hacia un estado de la cuestión

  Translated title of the contribution: Linguistic obsolescence, grammatical description and language documentation in Peru: Towards a state of the artZariquiey, R., Hammarström, H., Arakaki, M., Oncevay, A., Miller, J., García, A. & Ingunza, A., 2019, In: Lexis (Peru). 43, 2, p. 271-337 67 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Peru 100%
  • Grammatical Description 100%
  • Language Documentation 100%
  • Obsolescence 100%
  • Linguistics 100%
  10 Scopus citations

• Small face detection using deep learning on surveillance videos

  Cárdenas, R. J., Beltrán, C. A. & Gutiérrez, J. C., 1 Apr 2019, In: International Journal of Machine Learning and Computing. 9, 2, p. 189-194 6 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • surveillance video 100%
  • Face Detection 100%
  • Deep Learning Method 100%
  • Convolutional Neural Network 25%
  • Computer Vision 25%
  10 Scopus citations

• The Pfam protein families database in 2019

  El-Gebali, S., Mistry, J., Bateman, A., Eddy, S. R., Luciani, A., Potter, S. C., Qureshi, M., Richardson, L. J., Salazar, G. A., Smart, A., Sonnhammer, E. L. L., Hirsh, L., Paladin, L., Piovesan, D., Tosatto, S. C. E. & Finn, R. D., 8 Jan 2019, In: Nucleic Acids Research. 47, D1, p. D427-D432

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Protein Classification 100%
  • Tandem Repeat 100%
  • Writing 100%
  • Protein Family 100%
  • Protein Tertiary Structure 100%
  3395 Scopus citations

• WordNet-SHP: Towards the building of a lexical database for a Peruvian minority language

  Maguiño-Valencia, D., Oncevay-Marcos, A. & Sobrevilla Cabezudo, M. A., 2019, LREC 2018 - 11th International Conference on Language Resources and Evaluation. Isahara, H., Maegaard, B., Piperidis, S., Cieri, C., Declerck, T., Hasida, K., Mazo, H., Choukri, K., Goggi, S., Mariani, J., Moreno, A., Calzolari, N., Odijk, J. & Tokunaga, T. (eds.). European Language Resources Association (ELRA), p. 4403-4407 5 p. (LREC 2018 - 11th International Conference on Language Resources and Evaluation).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Word2vec 100%
  2 Scopus citations
• 2018

  3D reconstruction of incomplete archaeological objects using a generative adversarial network

  Hermoza, R. & Sipiran, I., 11 Jun 2018, Proceedings of Computer Graphics International, CGI 2018. Association for Computing Machinery, p. 5-11 7 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • 3d Reconstruction 100%
  • Generative Adversarial Networks 100%
  • Deep Neural Network 25%
  • Driven Approach 25%
  • Network Architecture 25%
  39 Scopus citations

• An enhanced algorithmic approach for automatic defects detection in green coffee beans

  Zambrano, C. E. P., Caceres, J. C. G., Ticona, J. R., Beltran-Castanon, N. J., Cutipa, J. M. R. & Beltran-Castanon, C. A., 2018, p. 72-79. 8 p.

  Research output: Contribution to conference › Paper › peer-review

  • Coffee Bean 100%
  • Green Coffee Beans 100%
  • Computer Vision 40%
  • Support Vector Machine 20%
  • Beans 20%

• Classification of β-hairpin repeat proteins

  Roche, D. B., Viet, P. D., Bakulina, A., Hirsh, L., Tosatto, S. C. E. & Kajava, A. V., Feb 2018, In: Journal of Structural Biology. 201, 2, p. 130-138 9 p.

  Research output: Contribution to journal › Article › peer-review

  • Protein Repeat 100%
  • Tandem Repeat 100%
  • Protein Structure 66%
  • Structural Alignment 33%
  • Amyloidosis 33%
  18 Scopus citations

• Face detection on real low resolution surveillance videos

  Cardenas, R. J. T., Castañón, C. A. B. & Cáceres, J. C. G., 23 Mar 2018, ICCDA 2018 - Proceedings of 2018 the 2nd International Conference on Compute and Data Analysis. Association for Computing Machinery, p. 52-59 8 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • surveillance video 100%
  • Face Detection 100%
  • Haar Cascade Algorithm 66%
  • super resolution 33%
  • Caviar Database 33%
  5 Scopus citations

• Language identification with scarce data: A case study from Peru

  Espichán-Linares, A. & Oncevay-Marcos, A., 1 Jan 2018

  Research output: Book/Report › Book › peer-review

  2 Scopus citations

• RepeatsDB-lite: A web server for unit annotation of tandem repeat proteins

  Hirsh, L., Paladin, L., Piovesan, D. & Tosatto, S. C. E., 2 Jul 2018, In: Nucleic Acids Research. 46, W1, p. W402-W407

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Tandem Repeat 100%
  • Globular Protein 25%
  • Protein Classification 25%
  • Evolution 25%
  16 Scopus citations

• SenseDependency-rank: A word sense disambiguation method based on random walks and dependency trees

  Sobrevilla-Cabezudo, M. A., Oncevay-Marcos, A. & Melgar, A., 2018, Computational Linguistics and Intelligent Text Processing - 18th International Conference, CICLing 2017, Revised Selected Papers. Gelbukh, A. (ed.). Springer Verlag, p. 185-194 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10761 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Disambiguation 100%
  • Random Walk 100%
  • Prior knowledge 100%
  1 Scopus citations

• Toward Universal Dependencies for Shipibo-Konibo

  Vasquez, A., Aguirre, R. E., Angulo, C., Miller, J., Villanueva, C., Agić, Ž., Zariquiey, R. & Oncevay, A., 2018, EMNLP 2018 - 2nd Workshop on Universal Dependencies, UDW 2018 - Proceedings of the Workshop. Association for Computational Linguistics (ACL), p. 151-161 11 p. (EMNLP 2018 - 2nd Workshop on Universal Dependencies, UDW 2018 - Proceedings of the Workshop).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Spanish 100%
  • Parsing 100%
  • Peru 100%
  • American South 100%
  12 Scopus citations
• 2017

  A Low-Resourced Peruvian Language Identification Model

  Linares, A. E. & Oncevay-Marcos, A., 2017, In: CEUR Workshop Proceedings. 2029, p. 57-63 7 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Identification Model 100%
  • Language Identification 100%
  • Native Language 66%
  • Supervised Learning 33%
  • Complex Task 33%
  2 Scopus citations

• Analysis of partial axial symmetry on 3D surfaces and its application in the restoration of cultural heritage objects

  Sipiran, I., 1 Jul 2017, Proceedings - 2017 IEEE International Conference on Computer Vision Workshops, ICCVW 2017. Institute of Electrical and Electronics Engineers Inc., p. 2925-2933 9 p. (Proceedings - 2017 IEEE International Conference on Computer Vision Workshops, ICCVW 2017; vol. 2018-January).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Cultural Heritage 100%
  • Axial Symmetry 100%
  • Surface (Surface Science) 100%
  • Efficient Algorithm 50%
  • Search Space 50%
  13 Scopus citations

• A study of abstractive summarization using semantic representations and discourse level information

  Vilca, G. C. V. & Cabezudo, M. A. S., 1 Jan 2017

  Research output: Book/Report › Book › peer-review

  26 Scopus citations

• Automatic Lymphocyte Detection on Gastric Cancer IHC Images Using Deep Learning

  Garcia, E., Hermoza, R., Castanon, C. B., Cano, L., Castillo, M. & Castanneda, C., 10 Nov 2017, Proceedings - 2017 IEEE 30th International Symposium on Computer-Based Medical Systems, CBMS 2017. Bamidis, P. D., Konstantinidis, S. T. & Rodrigues, P. P. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 200-204 5 p. 8104187. (Proceedings - IEEE Symposium on Computer-Based Medical Systems; vol. 2017-June).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Lymphocyte 100%
  • Tumor-Infiltrating Lymphocytes 50%
  • Immunocompetent Cell 50%
  • Cancer 50%
  67 Scopus citations

• Computer vision grading system for physical quality evaluation of green coffee beans

  Portugal-Zambrano, C. E., Gutierrez-Caceres, J. C., Ramirez-Ticona, J. & Beltran-Castanon, C. A., 25 Jan 2017, Proceedings of the 2016 42nd Latin American Computing Conference, CLEI 2016. Institute of Electrical and Electronics Engineers Inc., 7833383. (Proceedings of the 2016 42nd Latin American Computing Conference, CLEI 2016).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Quality Evaluation 100%
  • Computer Hardware 100%
  • Computer Vision 100%
  • Computervision 100%
  • Green Coffee Beans 100%
  9 Scopus citations

• Corpus creation and initial SMT experiments between Spanish and Shipibo-Konibo

  Galarreta, A. P., Melgar, A. & Oncevay-Marcos, A., 2017, International Conference on Recent Advances in Natural Language Processing: Meet Deep Learning, RANLP 2017 - Proceedings. Angelova, G., Bontcheva, K., Mitkov, R., Nikolova, I. & Temnikova, I. (eds.). Incoma Ltd, p. 238-244 7 p. (International Conference Recent Advances in Natural Language Processing, RANLP; vol. 2017-September).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Machine Translation 100%
  • Translation System 100%
  • Parallel Corpus 50%
  • translation model 50%
  • Language Processing 50%
  28 Scopus citations

• Erratum: RepeatsDB 2.0: improved annotation, classification, search and visualization of repeat protein structures (Nucleic acids research (2017) 45 D1 (D308-D312))

  Paladin, L., Hirsh, L., Piovesan, D., Andrade-Navarro, M. A., Kajava, A. V. & Tosatto, S. C. E., 7 Apr 2017, In: Nucleic Acids Research. 45, 6, p. 3613 1 p.

  Research output: Contribution to journal › Comment/debate

  Open Access
  1 Scopus citations

• Preface

  Castañón, C. B., Nyström, I. & Famili, F., 2017, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 10125 LNCS, p. V-VI

  Research output: Contribution to journal › Editorial

• RepeatsDB 2.0: Improved annotation, classification, search and visualization of repeat protein structures

  Paladin, L., Hirsh, L., Piovesan, D., Andrade-Navarro, M. A., Kajava, A. V. & Tosatto, S. C. E., 1 Jan 2017, In: Nucleic Acids Research. 45, D1, p. D308-D312

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Protein Structure 100%
  • Protein Repeat 33%
  • Protein Secondary Structure 33%
  • Globular Protein 33%
  • Protein Data Bank 33%
  25 Scopus citations

• Ship-lemmatagger: Building an nlp toolkit for a peruvian native language

  Pereira-Noriega, J., Mercado-Gonzales, R., Melgar, A., Sobrevilla-Cabezudo, M. & Oncevay-Marcos, A., 2017, Text, Speech, and Dialogue - 20th International Conference, TSD 2017, Proceedings. Ekstein, K. & Matousek, V. (eds.). Springer Verlag, p. 473-481 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10415 LNAI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Natural Language Processing 100%
  • Expected Result 100%
  • Machine Translation 100%
  • Complex Task 100%
  • Processing Core 100%
  5 Scopus citations

• SHREC'17 track: Retrieval of surfaces with similar relief patterns

  Biasotti, S., Moscoso Thompson, E., Aono, M., Ben Hamza, A., Bustos, B., Dong, S., Du, B., Fehri, A., Li, H., Limberger, F. A., Masoumi, M., Rezaei, M., Sipiran, I., Sun, L., Tatsuma, A., Velasco Forero, S., Wilson, R. C., Wu, Y., Zhang, J. & Zhao, T. & 2 others, Fornasa, F. & Giachetti, A., 2017, EG 3DOR 2017 - Eurographics 2017 Workshop on 3D Object Retrieval. Dupont, F., Ovsjanikov, M. & Pratikakis, I. (eds.). Eurographics Association, p. 95-103 9 p. (Eurographics Workshop on 3D Object Retrieval, EG 3DOR; vol. 2017-April).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Information Retrieval 100%
  • World Application 50%
  • retrieval performance 50%
  • Texture Information 50%
  22 Scopus citations

• SHREC'17 track: Point-cloud shape retrieval of non-rigid toys

  Limberger, F. A., Wilson, R. C., Aono, M., Audebert, N., Boulch, A., Bustos, B., Giachetti, A., Godil, A., Le Saux, B., Li, B., Lu, Y., Nguyen, H. D., Nguyen, V. T., Pham, V. K., Sipiran, I., Tatsuma, A., Tran, M. T. & Velasco-Forero, S., 2017, EG 3DOR 2017 - Eurographics 2017 Workshop on 3D Object Retrieval. Dupont, F., Pratikakis, I. & Ovsjanikov, M. (eds.). Eurographics Association, p. 75-84 10 p. (Eurographics Workshop on 3D Object Retrieval, EG 3DOR; vol. 2017-April).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Point Cloud 100%
  • Shape Retrieval 100%
  • Information Retrieval 100%
  • Thesauri 20%
  • retrieval performance 16%
  10 Scopus citations

• Spell-checking based on syllabification and character-level graphs for a peruvian agglutinative language

  Alva, C. & Oncevay-Marcos, A., 2017, EMNLP 2017 - 1st Workshop on Subword and Character Level Models in NLP, SCLeM 2017 - Proceedings of the Workshop. Faruqui, M., Schutze, H., Trancoso, I. & Yadollah, Y. (eds.). Association for Computational Linguistics (ACL), p. 109-116 8 p. (EMNLP 2017 - 1st Workshop on Subword and Character Level Models in NLP, SCLeM 2017 - Proceedings of the Workshop).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Build Datasets 100%
  • Native Language 100%
  • Peru 100%
  7 Scopus citations
• 2016

  Artificial musical pattern generation with genetic algorithms

  Vargas, F. V., Fuster, J. A. & Castañón, C. B., 17 Mar 2016, 2015 Latin-America Congress on Computational Intelligence, LA-CCI 2015. Vellasco, M. M. B. R., Tupac Valdivia, Y. J. & Lopes, H. S. (eds.). Institute of Electrical and Electronics Engineers Inc., 7435956. (2015 Latin-America Congress on Computational Intelligence, LA-CCI 2015).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Artificial 100%
  • Accompaniment 50%
  • Melody 50%
  • Musicology 50%
  • Jazz Music 50%
  5 Scopus citations