Flavius Frasincar

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 106

Top Venues

Publications

Stelios Giannikis, Flavius Frasincar, David Boekestijn
Reinforcement learning for addressing the cold-user problem in recommender systems. Knowl. Based Syst. 294 (2024)
Bastiaan C. Dunn, Flavius Frasincar, Vladyslav Matsiiako, David Boekestijn, Finn van der Knaap
Bayes goes big: Distributed MCMC and the drivers of E-commerce conversion. Expert Syst. Appl. 252 (2024)
Bron Hollander, Flavius Frasincar, Finn van der Knaap
Data Augmentation Using BERT-Based Models for Aspect-Based Sentiment Analysis. ICWE (2024)
Gonem Lau, Flavius Frasincar, Finn van der Knaap
Weakly-Supervised Left-Center-Right Context-Aware Aspect Category and Sentiment Classification. ICWE (2024)
Edmar Langendoen, Flavius Frasincar, Mark Riezebos, Vladyslav Matsiiako, David Boekestijn
Revenue maximization for multiple advertisements placement on a web banner using a pixel-price model. Ann. Oper. Res. 337 (1) (2024)
Damir Vandic, Lennart J. Nederstigt, Flavius Frasincar, Uzay Kaymak, Enzo Ido
A framework for approximate product search using faceted navigation and user preference ranking. Data Knowl. Eng. 149 (2024)
Gabriel Budel, Flavius Frasincar, David Boekestijn
DBHC: Discrete Bayesian HMM Clustering. Int. J. Mach. Learn. Cybern. 15 (8) (2024)
Joris Knoester, Flavius Frasincar, Maria Mihaela Trusca
Cross-domain aspect-based sentiment analysis using domain adversarial training. World Wide Web (WWW) 26 (6) (2023)
Mikolaj Kulakowski, Flavius Frasincar
Sentiment Classification of Cryptocurrency-Related Social Media Posts. IEEE Intell. Syst. 38 (4) (2023)
Bram Poppink, Flavius Frasincar, Tarmo Robal
An experimental study on re-ranking web shop search results using semantic segmentation of user profiles. Electron. Commer. Res. Appl. 62 (2023)
Kunal Geed, Flavius Frasincar, Maria Mihaela Trusca
Diagnostic Classifiers for Explaining a Neural Model with Hierarchical Attention for Aspect-based Sentiment Classification. J. Web Eng. 22 (1) (2023)
Vlad Miron, Flavius Frasincar, Maria Mihaela Trusca
Explaining a Deep Learning Model for Aspect-Based Sentiment Classification Using Post-hoc Local Classifiers. NLDB (2023)
Jetze Schuurmans, Flavius Frasincar
Global Hierarchical Neural Networks using Hierarchical Softmax. CoRR (2023)
Thomas Brink, Jim Leferink op Reinink, Mathilde Tans, Lourens Vale, Flavius Frasincar, Enzo Ido
A certainty-based approach for dynamic hierarchical classification of product order satisfaction. Inf. Sci. 643 (2023)
Maria Mihaela Trusca, Flavius Frasincar
Survey on aspect detection for aspect-based sentiment analysis. Artif. Intell. Rev. 56 (5) (2023)
Junhee Lee, Flavius Frasincar, Maria Mihaela Trusca
A Cross-Domain Aspect-Based Sentiment Classification by Masking the Domain-Specific Words. SAC (2023)
Matteo Lengkeek, Finn van der Knaap, Flavius Frasincar
Leveraging hierarchical language models for aspect-based sentiment analysis on financial data. Inf. Process. Manag. 60 (5) (2023)
Richard Chbeir, Flavius Frasincar, Yannis Manolopoulos
Editorial Note to the special issue of the Information Systems journal on Web Engineering with selected papers from ICWE 2021 conference. Inf. Syst. 113 (2023)
Stan Hennekes, Flavius Frasincar
Weighted Neural Collaborative Filtering: Deep Implicit Recommendation with Weighted Positive and Negative Feedback. SAC (2023)
Tim de Jonge van Ellemeet, Flavius Frasincar, Sharon Gieske
DAWSON: Data Augmentation using Weak Supervision On Natural Language. WI/IAT (2023)
Gianni Brauwers, Flavius Frasincar
A General Survey on Attention Mechanisms in Deep Learning. IEEE Trans. Knowl. Data Eng. 35 (4) (2023)
Romany Dekker, Danae Gielisse, Chaya Jaggan, Sander Meijers, Flavius Frasincar
Knowledge Injection for Aspect-Based Sentiment Classification. DEXA (2) (2023)
Emily Fields, Gonem Lau, Robbert Rog, Alexander Sternfeld, Flavius Frasincar
Document Knowledge Transfer for Aspect-Based Sentiment Classification Using a Left-Center-Right Separated Neural Network with Rotatory Attention. NLDB (2023)
Siemen Spinder, Flavius Frasincar, Vladyslav Matsiiako, David Boekestijn, Thomas Brandt
A text mining approach to identifying sustainability in the private sector. Comput. Ind. 149 (2023)
Mounir M. Bendouch, Flavius Frasincar, Tarmo Robal
A visual-semantic approach for building content-based recommender systems. Inf. Syst. 117 (2023)
Gianni Brauwers, Flavius Frasincar
A Survey on Aspect-Based Sentiment Classification. ACM Comput. Surv. 55 (4) (2023)
Davide Buscaldi, Mauro Dragoni, Flavius Frasincar, Diego Reforgiato Recupero
Special issue on senti-mental health: Future generation sentiment analysis systems. Future Gener. Comput. Syst. 129 (2022)
Gianni Brauwers, Flavius Frasincar
A Survey on Aspect-Based Sentiment Classification. CoRR (2022)
Joris Knoester, Flavius Frasincar, Maria Mihaela Trusca
Domain Adversarial Training for Aspect-Based Sentiment Analysis. WISE (2022)
Guangyao Zhou, Jingyi Cheng, Flavius Frasincar
A hybrid approach for aspect-based sentiment analysis using a double rotatory attention model. Int. J. Web Eng. Technol. 17 (1) (2022)
Mounir M. Bendouch, Flavius Frasincar, Tarmo Robal
Enhancing Semantics-Driven Recommender Systems with Visual Features. CAiSE (2022)
Kunal Geed, Flavius Frasincar, Maria Mihaela Trusca
Explaining a Deep Neural Model with Hierarchical Attention for Aspect-Based Sentiment Classification Using Diagnostic Classifiers. ICWE (2022)
Jonathan van de Ruitenbeek, Flavius Frasincar, Gianni Brauwers
A Memory-Driven Neural Attention Model for Aspect-Based Sentiment Classification. J. Web Eng. 21 (6) (2022)
Thomas Bos, Flavius Frasincar
Automatically Building Financial Sentiment Lexicons While Accounting for Negation. Cogn. Comput. 14 (1) (2022)
Vladyslav Matsiiako, Flavius Frasincar, David Boekestijn
Aspect-Based Sentiment Quantification. IEEE Trans. Affect. Comput. 13 (4) (2022)
Gianni Brauwers, Flavius Frasincar
A General Survey on Attention Mechanisms in Deep Learning. CoRR (2022)
Laura Rekasiute, Alvaro Jose Jimenez Palenzuela, Nijole Salnaite, Ramon Carrera Cuenca, Flavius Frasincar
Predicting the category of customers' next product to buy in web shops. SAC (2022)
Roos van Lookeren Campagne, David van Ommen, Mark Rademaker, Tom Teurlings, Flavius Frasincar
DCWEB-SOBA: Deep Contextual Word Embeddings-Based Semi-automatic Ontology Building for Aspect-Based Sentiment Classification. ESWC (2022)
Alvaro Jose Jimenez Palenzuela, Flavius Frasincar, Maria Mihaela Trusca
Modeling Second Language Acquisition with pre-trained neural language models. Expert Syst. Appl. 207 (2022)
Lisa Meijer, Flavius Frasincar, Maria Mihaela Trusca
Explaining a Neural Attention Model for Aspect-Based Sentiment Classification Using Diagnostic Classification. CoRR (2021)
Dorenda Slof, Flavius Frasincar, Vladyslav Matsiiako
A competing risks model based on latent Dirichlet Allocation for predicting churn reasons. Decis. Support Syst. 146 (2021)
Mounir M. Bendouch, Flavius Frasincar, Tarmo Robal
Addressing Scalability Issues in Semantics-Driven Recommender Systems. WI/IAT (2021)
Stefan van Berkum, Sophia van Megen, Max Savelkoul, Pim Weterman, Flavius Frasincar
Fine-Tuning for Cross-Domain Aspect-Based Sentiment Classification. WI/IAT (2021)
Tomas Liesting, Flavius Frasincar, Maria Mihaela Trusca
Data augmentation in a hybrid approach for aspect-based sentiment analysis. SAC (2021)
Fenna ten Haaf, Christopher Claassen, Ruben Eschauzier, Joanne Tjan, Daniël Buijs, Flavius Frasincar, Kim Schouten
WEB-SOBA: Word Embeddings-Based Semi-automatic Ontology Building for Aspect-Based Sentiment Classification. ESWC (2021)
Tomas Liesting, Flavius Frasincar, Maria Mihaela Trusca
Data Augmentation in a Hybrid Approach for Aspect-Based Sentiment Analysis. CoRR (2021)
Lisa Meijer, Flavius Frasincar, Maria Mihaela Trusca
Explaining a neural attention model for aspect-based sentiment classification using diagnostic classification. SAC (2021)
Ron Hochstenbach, Flavius Frasincar, Maria Mihaela Trusca
Adversarial Training for a Hybrid Approach to Aspect-Based Sentiment Analysis. CoRR (2021)
Nick Valstar, Flavius Frasincar, Gianni Brauwers
APFA: Automated product feature alignment for duplicate detection. Expert Syst. Appl. 174 (2021)
Ron Hochstenbach, Flavius Frasincar, Maria Mihaela Trusca
Adversarial Training for a Hybrid Approach to Aspect-Based Sentiment Analysis. WISE (2) (2021)
Tatev Karen Aslanyan, Flavius Frasincar
Utilizing textual reviews in latent factor models for recommender systems. SAC (2021)
Alexander Hogenboom, Alex Brojba-Micu, Flavius Frasincar
The impact of word sense disambiguation on stock price prediction. Expert Syst. Appl. 184 (2021)
Tatev Karen Aslanyan, Flavius Frasincar
Utilizing Textual Reviews in Latent Factor Models for Recommender Systems. CoRR (2021)
Lisa Zhuang, Kim Schouten, Flavius Frasincar
SOBA: Semi-automated Ontology Builder for Aspect-based sentiment analysis. J. Web Semant. 60 (2020)
Krishna Vyas, Flavius Frasincar
Determining the most representative image on a Web page. Inf. Sci. 512 (2020)
Lies Hooft van Huijsduijnen, Thom Hoogmoed, Geertje Keulers, Edmar Langendoen, Sanne Langendoen, Tim Vos, Frederik Hogenboom, Flavius Frasincar, Tarmo Robal
Bing-CSF-IDF+: A Semantics-Driven Recommender System for News. ADBIS (Short Papers) (2020)
Gino V. H. Mangnoesing, Maria Mihaela Trusca, Flavius Frasincar
Pattern Learning for Detecting Defect Reports and Improvement Requests in App Reviews. NLDB (2020)
Bianca Mitroi, Flavius Frasincar
An elastic net regularized matrix factorization technique for recommender systems. SAC (2020)
Ewelina Dera, Flavius Frasincar, Kim Schouten, Lisa Zhuang
SASOBUS: Semi-automatic Sentiment Domain Ontology Building Using Synsets. ESWC (2020)
Tomas Geurts, Stelios Giannikis, Flavius Frasincar
Active learning strategies for solving the cold user problem in model-based recommender systems. Web Intell. 18 (4) (2020)
Maria Mihaela Trusca, Daan Wassenberg, Flavius Frasincar, Rommert Dekker
A Hybrid Approach for Aspect-Based Sentiment Analysis Using Deep Contextual Word Embeddings and Hierarchical Attention. ICWE (2020)
Sjoerd Borst, Flavius Frasincar, Vladyslav Matsiiako
Predicting individual behaviour: an empirical approach in online marketing. Int. J. Web Eng. Technol. 15 (3) (2020)
Sophie de Kok, Flavius Frasincar
Using word embeddings for ontology-driven aspect-based sentiment analysis. SAC (2020)
Jetze Schuurmans, Flavius Frasincar, Erik Cambria
Intent Classification for Dialogue Utterances. IEEE Intell. Syst. 35 (1) (2020)
Donatas Meskele, Flavius Frasincar
ALDONAr: A hybrid solution for sentence-level aspect-based sentiment analysis using a lexicalized domain ontology and a regularized neural attention model. Inf. Process. Manag. 57 (3) (2020)
Damir Vandic, Flavius Frasincar, Uzay Kaymak, Mark Riezebos
Scalable entity resolution for Web product descriptions. Inf. Fusion 53 (2020)
Gino V. H. Mangnoesing, Maria Mihaela Trusca, Flavius Frasincar
Pattern Learning for Detecting Defect Reports and Improvement Requests in App Reviews. CoRR (2020)
Maria Mihaela Trusca, Daan Wassenberg, Flavius Frasincar, Rommert Dekker
A Hybrid Approach for Aspect-Based Sentiment Analysis Using Deep Contextual Word Embeddings and Hierarchical Attention. CoRR (2020)
Olaf Wallaart, Flavius Frasincar
A Hybrid Approach for Aspect-Based Sentiment Analysis Using a Lexicalized Domain Ontology and Attentional Neural Models. ESWC (2019)
Donatas Meskele, Flavius Frasincar
ALDONA: a hybrid solution for sentence-level aspect-based sentiment analysis using a lexicalised domain ontology and a neural attention model. SAC (2019)
Kim Schouten, Flavius Frasincar, Rommert Dekker, Mark Riezebos
Heracles: A framework for developing and evaluating text mining algorithms. Expert Syst. Appl. 127 (2019)
Bart van Rossum, Flavius Frasincar
Augmenting LOD-Based Recommender Systems Using Graph Centrality Measures. ICWE (2019)
Wouter Rijvordt, Frederik Hogenboom, Flavius Frasincar
Ontology-Driven News Classification with Aethalides. J. Web Eng. 18 (7) (2019)
Emma Brocken, Aron Hartveld, Emma de Koning, Thomas van Noort, Frederik Hogenboom, Flavius Frasincar, Tarmo Robal
Bing-CF-IDF+: A Semantics-Driven News Recommender System. CAiSE (2019)
Frederique Baas, Olivier Bus, Alexander Osinga, Nikki van de Ven, Steffie van Loenhout, Lisanne Vrolijk, Kim Schouten, Flavius Frasincar
Exploring lexico-semantic patterns for aspect-based sentiment analysis. SAC (2019)
Philip Ruijgrok, Flavius Frasincar, Damir Vandic, Frederik Hogenboom
OntoNavShop: An Ontology-Based Approach for Web-Shop Navigation. J. Web Eng. 17 (3&4) (2018)
Kim Schouten, Flavius Frasincar
Ontology-Driven Sentiment Analysis of Product and Service Aspects. ESWC (2018)
Sophie de Kok, Linda Punt, Rosita van den Puttelaar, Karoliina Ranta, Kim Schouten, Flavius Frasincar
Review-level aspect-based sentiment analysis using an ontology. SAC (2018)
Aron Hartveld, Max van Keulen, Diederik Mathol, Thomas van Noort, Thomas Plaatsman, Flavius Frasincar, Kim Schouten
An LSH-Based Model-Words-Driven Product Duplicate Detection Method. CAiSE (2018)
Kim Schouten, Onne van der Weijde, Flavius Frasincar, Rommert Dekker
Supervised and Unsupervised Aspect Category Detection for Sentiment Analysis with Co-occurrence Data. IEEE Trans. Cybern. 48 (4) (2018)
Damir Vandic, Steven S. Aanen, Flavius Frasincar, Uzay Kaymak
Dynamic Facet Ordering for Faceted Product Search Engines (Extended Abstract). ICDE (2018)
Emma de Koning, Frederik Hogenboom, Flavius Frasincar
News Recommendation with CF-IDF+. CAiSE (2018)
Gaby Budel, Lennart Hoogenboom, Wouter Kastrop, Nino Reniers, Flavius Frasincar
Predicting User Flight Preferences in an Airline E-Shop. ICWE (2018)
Sophie de Kok, Linda Punt, Rosita van den Puttelaar, Karoliina Ranta, Kim Schouten, Flavius Frasincar
Review-aggregated aspect-based sentiment analysis with ontology features. Prog. Artif. Intell. 7 (4) (2018)
Damir Vandic, Flavius Frasincar, Uzay Kaymak
A Framework for Product Description Classification in E-commerce. J. Web Eng. 17 (1&2) (2018)
Thomas Wever, Flavius Frasincar
A linked open data schema-driven approach for Top-N recommendations. SAC (2017)
Kim Schouten, Flavius Frasincar, Franciska de Jong
COMMIT at SemEval-2017 Task 5: Ontology-based Method for Sentiment Analysis of Financial Headlines. SemEval@ACL (2017)
Tomas Geurts, Flavius Frasincar
Addressing the cold user problem for model-based recommender systems. WI (2017)
Daan de Heij, Artiom Troyanovsky, Cynthia Yang, Milena Zychlinsky Scharff, Kim Schouten, Flavius Frasincar
An Ontology-Enhanced Hybrid Approach to Aspect-Based Sentiment Analysis. WISE (2) (2017)
Damir Vandic, Steven S. Aanen, Flavius Frasincar, Uzay Kaymak
Dynamic Facet Ordering for Faceted Product Search Engines. IEEE Trans. Knowl. Data Eng. 29 (5) (2017)
Kim Schouten, Flavius Frasincar, Franciska de Jong
Ontology-Enhanced Aspect-Based Sentiment Analysis. ICWE (2017)
Philipp Cimiano, Flavius Frasincar, Daniel Schwabe
Editorial. J. Web Eng. 16 (5&6) (2017)
Didier Nibbering, Flavius Frasincar, Damir Vandic
Analysing the effect of offline media on online conversion actions. Int. J. Web Eng. Technol. 12 (2) (2017)
Lennart J. Nederstigt, Damir Vandic, Flavius Frasincar
A Lexical Approach for Taxonomy Mapping. J. Web Eng. 15 (1&2) (2016)
Kim Schouten, Flavius Frasincar
COMMIT at SemEval-2016 Task 5: Sentiment Analysis with Rhetorical Structure Theory. SemEval@NAACL-HLT (2016)
Gijs van Rooij, Ravi Sewnarain, Martin Skogholt, Tim van der Zaan, Flavius Frasincar, Kim Schouten
A Data Type-Driven Property Alignment Framework for Product Duplicate Detection on the Web. WISE (1) (2016)
Nikoleta Dosoula, Roel Griep, Rick den Ridder, Rick Slangen, Kim Schouten, Flavius Frasincar
Detection of Multiple Implicit Features per Sentence in Consumer Review Data. DB&IS (2016)
Kim Schouten, Flavius Frasincar
Web News Sentence Searching Using Linguistic Graph Similarity. DB&IS (2016)
Kim Schouten, Flavius Frasincar
Survey on Aspect-Level Sentiment Analysis. IEEE Trans. Knowl. Data Eng. 28 (3) (2016)
Frederik Hogenboom, Flavius Frasincar, Uzay Kaymak, Franciska de Jong, Emiel Caron
A Survey of event extraction methods from text for decision support systems. Decis. Support Syst. 85 (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Flavius Frasincar