HÉCTOR GABRIEL ALLENDE CID

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20072023

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  • 2023

    Knowledge Domain Organization in AEC-AI 4.0 Industry: Multilevel Dynamical Approaches to Knowledge Domain Structures in AEC-AI 4.0 Industry

    Maureira, C., Allende-Cid, H. & García, J., 2023, Proceedings of 7th International Congress on Information and Communication Technology, ICICT 2022. Yang, X-S., Sherratt, S., Dey, N. & Joshi, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 683-691 9 p. (Lecture Notes in Networks and Systems; vol. 464).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Optimization in AEC-AI 4.0 Industry Multi-level Adaptive Methodology for Knowledge Mapping

    Maureira, C., Allende-Cid, H. & García, J., 2023, Proceedings of 7th International Congress on Information and Communication Technology - ICICT 2022. Yang, X-S., Sherratt, S., Dey, N. & Joshi, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 729-737 9 p. (Lecture Notes in Networks and Systems; vol. 465).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2022

    Efficient Methodology Based on Convolutional Neural Networks with Augmented Penalization on Hard-to-Classify Boundary Voxels on the Task of Brain Lesion Segmentation

    Ulloa, G., Veloz, A., Allende-Cid, H., Monge, R. & Allende, H., 2022, Pattern Recognition - 14th Mexican Conference, MCPR 2022, Proceedings. Vergara-Villegas, O. O., Cruz-Sánchez, V. G., Sossa-Azuela, J. H., Carrasco-Ochoa, J. A., Martínez-Trinidad, J. F. & Olvera-López, J. A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 338-347 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13264 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2021

    Detecting Hate Speech in Cross-Lingual and Multi-lingual Settings Using Language Agnostic Representations

    Rodríguez, S. E., Allende-Cid, H. & Allende, H., 2021, Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 25th Iberoamerican Congress, CIARP 2021, Revised Selected Papers. Tavares, J. M., Papa, J. P. & González Hidalgo, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 77-87 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12702 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    3 Scopus citations
  • 2020

    Analyzing #lastesis feminist movement in twitter using topic models

    Rodriguez, S., Allende-Cid, H., Gonzalez, C., Alfaro, R., Elortegui, C., Palma, W. & Santander, P., 2020, Social Computing and Social Media. Design, Ethics, User Behavior, and Social Network Analysis - 12th International Conference, SCSM 2020, Held as Part of the 22nd HCI International Conference, HCII 2020, Proceedings. Meiselwitz, G. (ed.). Springer, p. 624-635 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12194 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Comparison of recurrent neural networks for wind power forecasting

    López, E., Valle, C., ALLENDE CID, HÉCTOR. GABRIEL. & Allende, H., 2020, Pattern Recognition - 12th Mexican Conference, MCPR 2020, Proceedings. Figueroa Mora, K. M., Anzurez Marín, J., Cerda, J., Carrasco-Ochoa, J. A., Martínez-Trinidad, J. F. & Olvera-López, J. A. (eds.). Springer, p. 25-34 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12088 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    4 Scopus citations
  • Improving multiple sclerosis lesion boundaries segmentation by convolutional neural networks with focal learning

    Ulloa, G., Veloz, A., ALLENDE CID, HÉCTOR. GABRIEL. & Allende, H., 2020, Image Analysis and Recognition - 17th International Conference, ICIAR 2020, Proceedings. Campilho, A., Karray, F. & Wang, Z. (eds.). Springer, p. 182-192 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12132 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    5 Scopus citations
  • 2019

    Circular non-uniform sampling patch inputs for CNN applied to multiple sclerosis lesion segmentation

    Ulloa, G., Naranjo, R., Allende-Cid, H., Chabert, S. & Allende, H., 2019, Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 23rd Iberoamerican Congress, CIARP 2018, Proceedings. Vera-Rodriguez, R., Fierrez, J. & Morales, A. (eds.). Springer Verlag, p. 673-680 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11401 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Scopus citations
  • Detection of Bots and Cyborgs in Twitter: A Study on the Chilean Presidential Election in 2017

    Castillo, S., Allende-Cid, H., Palma, W., Alfaro, R., Ramos, H. S., Gonzalez, C., Elortegui, C. & Santander, P., 2019, Social Computing and Social Media. Design, Human Behavior and Analytics - 11th International Conference, SCSM 2019, Held as Part of the 21st HCI International Conference, HCII 2019, Proceedings. Meiselwitz, G. (ed.). Springer Verlag, p. 311-323 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11578 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    10 Scopus citations
  • Tackling the Neighboring Network Hit Problem in Cellular Data

    Leiva-Araos, A., ALLENDE CID, HÉCTOR. GABRIEL., Khryashchev, D. & Vo, H. T., Dec 2019, Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019. Baru, C., Huan, J., Khan, L., Hu, X. T., Ak, R., Tian, Y., Barga, R., Zaniolo, C., Lee, K. & Ye, Y. F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2344-2353 10 p. 9006005. (Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    3 Scopus citations
  • 2018

    A distributed shared nearest neighbors clustering algorithm

    Zamora, J., Allende-Cid, H. & Mendoza, M., 2018, Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 22nd Iberoamerican Congress, CIARP 2017, Proceedings. Velastin, S. & Mendoza, M. (eds.). Springer Verlag, p. 710-718 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10657 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations
  • Evaluation of deep feedforward neural networks for classification of diffuse lung diseases

    Cardoso, I., Almeida, E., Allende-Cid, H., Frery, A. C., Rangayyan, R. M., Azevedo-Marques, P. M. & Ramos, H. S., 2018, Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 22nd Iberoamerican Congress, CIARP 2017, Proceedings. Velastin, S. & Mendoza, M. (eds.). Springer Verlag, p. 152-159 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10657 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Scopus citations
  • Forecasting the Chilean electoral year: Using twitter to predict the presidential elections of 2017

    Rodríguez, S., Allende-Cid, H., Palma, W., Alfaro, R., Gonzalez, C., Elortegui, C. & Santander, P., 2018, Social Computing and Social Media. Technologies and Analytics - 10th International Conference, SCSM 2018, Held as Part of HCI International 2018, Proceedings. Meiselwitz, G. (ed.). Springer Verlag, p. 298-314 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10914 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    6 Scopus citations
  • Identifying communities in social media with deep learning

    Barros, P., Cardoso-Pereira, I., Barbosa, K., Frery, A. C., Allende-Cid, H., Martins, I. & Ramos, H. S., 2018, Social Computing and Social Media. Technologies and Analytics - 10th International Conference, SCSM 2018, Held as Part of HCI International 2018, Proceedings. Meiselwitz, G. (ed.). Springer Verlag, p. 171-182 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10914 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Working memory networks: Augmenting memory networks with a relational reasoning module

    Pavez, J., Allende, H. & Allende-Cid, H., 2018, ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers). Association for Computational Linguistics (ACL), p. 1000-1009 10 p. (ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers); vol. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    6 Scopus citations
  • 2017

    Automatic tweets classification under an intelligent agents framework

    Rodríguez, S., Alfaro, R., Allende-Cid, H. & Cubillos, C., 2017, Social Computing and Social Media: Applications and Analytics - 9th International Conference, SCSM 2017 Held as Part of HCI International 2017, Proceedings. Meiselwitz, G. (ed.). Springer Verlag, p. 295-311 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10283 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Intent classification of social media texts with machine learning for customer service improvement

    Pérez-Vera, S., Alfaro, R. & Allende-Cid, H., 2017, Social Computing and Social Media: Applications and Analytics - 9th International Conference, SCSM 2017 Held as Part of HCI International 2017, Proceedings. Meiselwitz, G. (ed.). Springer Verlag, p. 258-274 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10283 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    3 Scopus citations
  • Subsampling the concurrent AdaBoost algorithm: An efficient approach for large datasets

    Allende-Cid, H., Acuña, D. & Allende, H., 2017, Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 21st Iberoamerican Congress, CIARP 2016, Proceedings. Beltran-Castanon, C., Famili, F. & Nystrom, I. (eds.). Springer Verlag, p. 318-325 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10125 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2016

    The problem of centralizing distributed data sources in the regression task

    Allende-Cid, H., Moraga, C., Monge, R. & Allende, H., 2016, IET Seminar Digest. 2 ed. Institution of Engineering and Technology, (IET Seminar Digest; vol. 2016, no. 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2015

    Image edge detection based on a spatial autoregressive bootstrap approach

    Ulloa, G., Allende-Cid, H. & Allende, H., 2015, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Pardo, A. & Kittler, J. (eds.). Springer Verlag, p. 408-415 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9423).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Scopus citations
  • The effect of innovation assumptions on asymmetric GARCH models for volatility forecasting

    Acuña, D., Allende-Cid, H. & Allende, H., 2015, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Pardo, A. & Kittler, J. (eds.). Springer Verlag, p. 527-534 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9423).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2014

    A machine learning method for high-frequency data forecasting

    López, E., Allende, H. & Allende-Cid, H., 2014, Progress in Pattern Recognition Image Analysis, Computer Vision and Applications - 19th Iberoamerican Congress, CIARP 2014, Proceedings. Bayro-Corrochano, E. & Hancock, E. (eds.). Springer Verlag, p. 621-628 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8827).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
  • Context-aware regression from distributed sources

    Allende-Cid, H., Moraga, C., Allende, H. & Monge, R., 2014, Intelligent Distributed Computing VII: Proceedings of the 7th International Smposium on Intelligent Distributed Computing - IDC 2013, Prague, Czech Republi. Springer Verlag, p. 17-22 6 p. (Studies in Computational Intelligence; vol. 511).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    4 Scopus citations
  • 2013

    Sieve bootstrap prediction intervals for contaminated non-linear processes

    Ulloa, G., Allende-Cid, H. & Allende, H., 2013, Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 18th Iberoamerican Congress, CIARP 2013, Proceedings. PART 1 ed. p. 84-91 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8258 LNCS, no. PART 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    2 Scopus citations
  • Wind Speed Forecast under a Distributed Learning Approach

    Allende-Cid, H., Allende, H., Monge, R. & Moraga, C., 2 Jul 2013, Proceedings - 2013 32nd International Conference of the Chilean Computer Science Society, SCCC 2013. IEEE Computer Society, p. 44-48 5 p. 7814433. (Proceedings - International Conference of the Chilean Computer Science Society, SCCC; vol. 0).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2012

    Robust asymmetric Adaboost

    Ormeño, P., Ramírez, F., Valle, C., Allende-Cid, H. & Allende, H., 2012, Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 17th Iberoamerican Congress, CIARP 2012, Proceedings. p. 519-526 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7441 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    1 Scopus citations
  • SIFAR: Self-identification of lags of an autoregressive TSK-based model

    Veloz, A., Salas, R., Allende-Cid, H. & Allende, H., 2012, Proceedings - IEEE 42nd International Symposium on Multiple-Valued Logic, ISMVL 2012. p. 226-231 6 p. 6214813. (Proceedings of The International Symposium on Multiple-Valued Logic).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations
  • 2011

    An ensemble method for incremental classification in stationary and non-stationary environments

    Ñanculef, R., López, E., Allende, H. & Allende-Cid, H., 2011, Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 16th Iberoamerican Congress, CIARP 2011, Proceedings. p. 541-548 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7042 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
  • 2010

    An improved fuzzy rule-based automated trading agent

    Allende-Cid, H., Canessa, E. & Quezada, A., 2010, Proceedings - 29th International Conference of the Chilean Computer Science Society, SCCC 2010. IEEE Computer Society, p. 146-151 6 p. 5750507. (Proceedings - International Conference of the Chilean Computer Science Society, SCCC).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Neuro-fuzzy-based arrhythmia classification using heart rate variability features

    Ramírez, F., Allende-Cid, H., Veloz, A. & Allende, H., 2010, Proceedings - 29th International Conference of the Chilean Computer Science Society, SCCC 2010. IEEE Computer Society, p. 205-211 7 p. 5750516. (Proceedings - International Conference of the Chilean Computer Science Society, SCCC).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    4 Scopus citations
  • 2009

    A flexible neuro-fuzzy autoregressive technique for non-linear time series forecasting

    Veloz, A., Allende-Cid, H., Allende, H., Moraga, C. & Salas, R., 2009, Knowledge-Based and Intelligent Information and Engineering Systems - 13th International Conference, KES 2009, Proceedings. PART 1 ed. p. 22-29 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5711 LNAI, no. PART 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    4 Scopus citations
  • Semi-supervised robust alternating AdaBoost

    Allende-Cid, H., Mendoza, J., Allende, H. & Canessa, E., 2009, Progress in Pattern Recognition, Image Analysis, Computer Vision and Applications - 14th Iberoamerican Conference on Pattern Recognition, CIARP 2009, Proceedings. p. 579-586 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5856 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
  • 2008

    Self-organizing neuro-fuzzy inference system

    Allende-Cid, H., Veloz, A., Salas, R., Chabert, S. & Allende, H., 2008, Progress in Pattern Recognition, Image Analysis and Applications - 13th Iberoamerican Congress on Pattern Recognition, CIARP 2008, Proceedings. p. 429-436 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5197 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    12 Scopus citations
  • 2007

    Robust alternating AdaBoost

    Allende-Cid, H., Salas, R., Allende, H. & Ñanculef, R., 2007, Progress in Pattern Recognition, Image Analysis and Applications - 12th Iberoamerican Congress on Pattern Recognition, CIARP 2007, Proceedings. p. 427-436 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4756 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    11 Scopus citations
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