المؤلفون: Alonso Jiménez, Pablo

المساهمون: University/Department: Universitat Pompeu Fabra. Departament de Tecnologies de la Informació i les Comunicacions

Thesis Advisors: Bogdanov, Dmitry, Serra Casals, Xavier

المصدر: TDX (Tesis Doctorals en Xarxa)

مصطلحات موضوعية: Representation learning, Music Information Retrieval, Music tagging, Music classification, Deep learning, Audio processing, Aprenentatge de representacions, Recuperació d'Informació Musical, Etiquetatge d'àudio musical, Classificació musical, Aprenentatge profund, Processament d'àudio

وصف الملف: application/pdf

URL الوصول: http://hdl.handle.net/10803/692389

المؤلفون: Álvarez González, Francisco Nurudín

المساهمون: University/Department: Universitat Pompeu Fabra. Departament de Tecnologies de la Informació i les Comunicacions

Thesis Advisors: Kaltenbrunner, Andreas, Gómez, Vicenç

المصدر: TDX (Tesis Doctorals en Xarxa)

مصطلحات موضوعية: Representation learning, Natural language processing, Emotion detection, Social media analysis, Graph neural networks, Graph isomorphism detection, Ego-networks, Weisfeiler-lehman, Expressivity, Aprendizaje de representaciones, Procesamiento de lenguaje natural, Detección de emociones, Análisis en redes sociales, Redes neuronales en grafos, Isomorfismo de grafos, Redes ego, Expresividad

Time: 616.8

وصف الملف: application/pdf

URL الوصول: http://hdl.handle.net/10803/691492

المؤلفون: Steccanella, Lorenzo

المساهمون: University/Department: Universitat Pompeu Fabra. Departament de Tecnologies de la Informació i les Comunicacions

Thesis Advisors: Jonsson, Anders

المصدر: TDX (Tesis Doctorals en Xarxa)

مصطلحات موضوعية: Reinforcement learning, Hierarchical reinforcement learning, Goal-conditioned reinforcement learning, Representation learning, Options learning, Reward shaping, Sparse-reward environments

وصف الملف: application/pdf

URL الوصول: http://hdl.handle.net/10803/688366

المؤلفون: Won, Minz

المساهمون: University/Department: Universitat Pompeu Fabra. Departament de Tecnologies de la Informació i les Comunicacions

Thesis Advisors: Serra, Xavier, Saggion, Horacio

المصدر: TDX (Tesis Doctorals en Xarxa)

مصطلحات موضوعية: Music representation learning, Music classification, Multimodality, Cross-modal retrieval, Aprenentatge automàtic de representacions musicals, Classificació musical, Multimodalitat, Recuperació transmodal

وصف الملف: application/pdf

URL الوصول: http://hdl.handle.net/10803/674722

المؤلفون: Yesiler, M. Furkan

المساهمون: University/Department: Universitat Pompeu Fabra. Departament de Tecnologies de la Informació i les Comunicacions

Thesis Advisors: Gómez Gutiérrez, Emilia, Serrà Julià, Joan

المصدر: TDX (Tesis Doctorals en Xarxa)

مصطلحات موضوعية: Music information retrieval, Music similarity, Music processing, Audio processing, Deep learning, Representation learning, Music embeddings, Metric learning, Embedding distillation, Algorithmic bias, Cover songs, Recuperación de información musical, Similitud musical, Procesamiento de música, Procesamiento de audio, Aprendizaje profundo, Aprendizaje de representación, Aprendizaje métrico, Sesgo algorítmico

وصف الملف: application/pdf

URL الوصول: http://hdl.handle.net/10803/673264

المؤلفون: Fonseca, Eduardo

المساهمون: University/Department: Universitat Pompeu Fabra. Departament de Tecnologies de la Informació i les Comunicacions

Thesis Advisors: Serra, Xavier, Font, Frederic

المصدر: TDX (Tesis Doctorals en Xarxa)

مصطلحات موضوعية: Sound event, Environmental sound, Classification, Tagging, Supervision, Audio dataset, Data collection, Weak labels, Convolutional neural networks, Shift invariance, Label noise, Self-supervision, Contrastive learning, Audio representation learning, Evento sonoro, Sonido ambiental, Clasificación, Supervisión, Creación de datasets, Ruido de etiquetas, Auto-supervisión, Aprendizaje contrastivo, Aprendizaje de representaciones de audio

وصف الملف: application/pdf

URL الوصول: http://hdl.handle.net/10803/673067

المؤلفون: Jones, Derek, Zhang, Xiaohua, Bennion, Brian, Pinge, Sumukh, Xu, Weihong, Kang, Jaeyoung, Khaleghi, Behnam, Moshiri, Niema, Allen, Jonathan, Rosing, Tajana

المصدر: Scientific Reports. 14(1)

مصطلحات موضوعية: Computational chemistry, Drug discovery, Hyperdimensional computing, Machine learning, Representation learning

وصف الملف: application/pdf

URL الوصول: https://escholarship.org/uc/item/5wq587rn
https://escholarship.org/content/qt5wq587rn/qt5wq587rn.pdf

المؤلفون: Oramas Martín, Sergio

المساهمون: University/Department: Universitat Pompeu Fabra. Departament de Tecnologies de la Informació i les Comunicacions

Thesis Advisors: Serra, Xavier

المصدر: TDX (Tesis Doctorals en Xarxa)

مصطلحات موضوعية: Music information retrieval, Recommender systems, Natural language processing, Deep learning, Musicology, Classification, Machine learning, Representation learning, Information extraction, Música, Sistemas de recomendación, Procesado del lenguaje natural, Aprendizaje profundo, Musicología, Clasificación, Aprendizaje automático, Extracción de información

وصف الملف: application/pdf

URL الوصول: http://hdl.handle.net/10803/457709

المؤلفون: Kangda Cheng, Erik Cambria, Jinlong Liu, Yushi Chen, Zhilu Wu

المصدر: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 18, Pp 4286-4304 (2025)

مصطلحات موضوعية: Image caption, knowledge embedding, remote sensing, representation learning, Ocean engineering, TC1501-1800, Geophysics. Cosmic physics, QC801-809

وصف الملف: electronic resource

Relation: https://ieeexplore.ieee.org/document/10818406/; https://doaj.org/toc/1939-1404; https://doaj.org/toc/2151-1535

URL الوصول: https://doaj.org/article/e5f3d889c6a246ee84c0f2eaff2ccbb3

المؤلفون: Bonyou Koo, Sunyoung Kwon

المصدر: IEEE Access, Vol 13, Pp 14290-14303 (2025)

مصطلحات موضوعية: Graph neural network, masking, molecular graph, representation learning, machine learning, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

وصف الملف: electronic resource

Relation: https://ieeexplore.ieee.org/document/10844080/; https://doaj.org/toc/2169-3536

URL الوصول: https://doaj.org/article/7a1e57a47f044483a745e51bbf7e879c

المؤلفون: YANG Juan, SHEN Youren

المصدر: 大数据, Vol 11, Pp 175-190 (2025)

مصطلحات موضوعية: large language model, graph neural network, machine reasoning, pre-training, attention, graph representation learning, Electronic computers. Computer science, QA75.5-76.95

وصف الملف: electronic resource

Relation: https://doaj.org/toc/2096-0271

URL الوصول: https://doaj.org/article/3b75516542984742bcbba913cb8eefcf

المؤلفون: Jinchen Sun, Haoran Zheng

المصدر: BMC Bioinformatics, Vol 26, Iss 1, Pp 1-20 (2025)

مصطلحات موضوعية: Drug-drug interactions, Chemical substructures, Hierarchical molecular graphs, Graph attention network, Dual-view representation learning, Computer applications to medicine. Medical informatics, R858-859.7, Biology (General), QH301-705.5

وصف الملف: electronic resource

Relation: https://doaj.org/toc/1471-2105

URL الوصول: https://doaj.org/article/2089084edaba4000879041a87666c25d

المؤلفون: Pengyi Li, Xueying Fu, Juntao Chen, Junyi Hu

المصدر: Scientific Reports, Vol 15, Iss 1, Pp 1-15 (2025)

مصطلحات موضوعية: CoGraphNet, Text classification, Graph quality, Interpretability, Graph representation learning, Word-sentence heterogeneous graphs, Medicine, Science

وصف الملف: electronic resource

Relation: https://doaj.org/toc/2045-2322

URL الوصول: https://doaj.org/article/63a1e8151b854b4f97883e68383c5250

المؤلفون: Zhejun Kuang, Jingrui Wang, Dawen Sun, Jian Zhao, Lijuan Shi, Yusheng Zhu

المصدر: IEEE Transactions on Neural Systems and Rehabilitation Engineering, Vol 33, Pp 201-211 (2025)

مصطلحات موضوعية: Physical rehabilitation, action quality assessment, contrastive learning, representation learning, Medical technology, R855-855.5, Therapeutics. Pharmacology, RM1-950

وصف الملف: electronic resource

Relation: https://ieeexplore.ieee.org/document/10818452/; https://doaj.org/toc/1534-4320; https://doaj.org/toc/1558-0210

URL الوصول: https://doaj.org/article/86e143f7254d4ce59232592cf5e88b31

المؤلفون: Chao Chang, Feiyi Tang, Peng Yang, Jingui Zhang, Jingxuan Huang, Junxian Li, Zhenjun Li

المصدر: Scientific Reports, Vol 15, Iss 1, Pp 1-13 (2025)

مصطلحات موضوعية: Personalized News Recommendation, Multi-view Representation Learning, Convolutional Neural Network, Multi-head self-attention, Medicine, Science

وصف الملف: electronic resource

Relation: https://doaj.org/toc/2045-2322

URL الوصول: https://doaj.org/article/18d26f9e29d3411883ec1d0266166a1f

المؤلفون: Shuangkai Han, Lin Liu

المصدر: Computational and Structural Biotechnology Journal, Vol 23, Iss , Pp 2034-2048 (2024)

مصطلحات موضوعية: Non-coding RNA subcellular localization prediction, Multi-label classification, Class imbalance, Heterogeneous graph representation learning, Biotechnology, TP248.13-248.65

وصف الملف: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S200103702400134X; https://doaj.org/toc/2001-0370

URL الوصول: https://doaj.org/article/dd6b7997c2784ad098b48d45c037aad4

المؤلفون: Senane, Zineb, Cao, Lele, Buchner, Valentin Leonhard, Tashiro, Yusuke, You, Lei, Herman, Pawel, 1979, Nordahl, Mats, Tu, Ruibo, Von Ehrenheim, Vilhelm

المصدر: KDD 2024 - Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. :2560-2571

مصطلحات موضوعية: anomaly detection, classification, clustering, diffusion model, forecasting, imputation, interpolation, multivariate time series, representation learning, self-supervised learning, time series modeling

وصف الملف: print

URL الوصول: https://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-353962
https://doi.org/10.1145/3637528.3671673

المؤلفون: Löf, Sebastian, Hesse, Cody, 1997, Thomé, Carl, Lordelo, Carlos, Ahrens, Jens, 1978

المصدر: 49th IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops, ICASSPW 2024, Seoul, South Korea 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops, ICASSPW 2024 - Proceedings. :475-479

مصطلحات موضوعية: music embeddings, representation learning, regularization, Self-supervised learning

وصف الملف: electronic

URL الوصول: https://research.chalmers.se/publication/542640
https://research.chalmers.se/publication/542620
https://research.chalmers.se/publication/542640/file/542640_Fulltext.pdf

المؤلفون: Malmberg, Fredrik, Klezovich, Anna, Mesch, Johanna, Beskow, Jonas

المصدر: signbot 11th Workshop on the Representation and Processing of Sign Languages: Evaluation of Sign Language Resources, sign-lang@LREC-COLING 2024. :219-224

مصطلحات موضوعية: Pose Codebook, Representation Learning, sign language data, VQ-VAE

وصف الملف: electronic

URL الوصول: https://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-350726
https://kth.diva-portal.org/smash/get/diva2:1884692/FULLTEXT01.pdf

المؤلفون: Vettoruzzo, Anna, 1998, Bouguelia, Mohamed-Rafik, 1987, Vanschoren, Joaquin, Rögnvaldsson, Thorsteinn, 1963, Santosh, KC

المصدر: IEEE Transactions on Pattern Analysis and Machine Intelligence. 46(7):4763-4779

مصطلحات موضوعية: Adaptation models, Data models, deep neural networks, few-shot learning, Meta-learning, Metalearning, representation learning, Surveys, Task analysis, Training, transfer learning, Transfer learning

وصف الملف: print

URL الوصول: https://urn.kb.se/resolve?urn=urn:nbn:se:hh:diva-52730
https://doi.org/10.1109/TPAMI.2024.3357847