Improving information retrieval through correspondence analysis instead of latent semantic analysis Qianqian QiDavid J. HessenPeter G. M. van der Heijden Research Open access 09 September 2023 Pages: 209 - 230
Self-supervised opinion summarization with multi-modal knowledge graph Lingyun JinJingqiang Chen Research 01 September 2023 Pages: 191 - 208
Enhancing aspect-based sentiment analysis with dependency-attention GCN and mutual assistance mechanism Jialin FengHong LiZhiyi Yu Research 01 September 2023 Pages: 163 - 189
Improving graph collaborative filtering with multimodal-side-information-enriched contrastive learning Shan LeiYuan HuanhuanSheng Victor S. Research 29 August 2023 Pages: 143 - 161
Personality trait analysis during the COVID-19 pandemic: a comparative study on social media Marcos Fernández-PichelMario Ezra AragónDavid E. Losada Research Open access 28 August 2023 Pages: 117 - 142
Prompted and integrated textual information enhancing aspect-based sentiment analysis Xuefeng ShiMin HuYiming Tang Research 23 August 2023 Pages: 91 - 115
Semi-supervised and ensemble learning to predict work-related stress Fátima RodriguesHugo Correia Research Open access 05 August 2023 Pages: 77 - 90
Deep latent representation enhancement method for social recommendation Xiaoyu HouGuobing ZouSen Niu Research 29 July 2023 Pages: 57 - 75
Stock market prediction with time series data and news headlines: a stacking ensemble approach Roberto CorizzoJacob Rosen Research 23 July 2023 Pages: 27 - 56
Top-N music recommendation framework for precision and novelty under diversity group size and similarity Shih-Han ChenSok-Ian SouHsun-Ping Hsieh Research 18 July 2023 Pages: 1 - 26
Session-based recommendation with temporal dynamics for large volunteer networks Taurai MuvunzaYang Li Research 07 July 2023 Pages: 901 - 922
Editorial: recent advances in process analytics Paolo CeravoloClaudio Di CiccioRenuka Sindhgatta EditorialNotes 06 July 2023 Pages: 1 - 3
A review of federated learning: taxonomy, privacy and future directions Hashan RatnayakeLin ChenXiaofeng Ding Review 04 July 2023 Pages: 923 - 949
Machine learning methods for predicting the admissions and hospitalisations in the emergency department of a civil and military hospital Hugo Álvarez-ChavesPablo MuñozMaría D. R-Moreno Research Open access 04 July 2023 Pages: 881 - 900
Customer churn prediction for a webcast platform via a voting-based ensemble learning model with Nelder-Mead optimizer Kani FuGuiyang ZhengWei Xie Research 30 June 2023 Pages: 859 - 879
A generic approach to extract object-centric event data from databases supporting SAP ERP Alessandro BertiGyunam ParkWil M. P. van der Aalst Research Open access 30 June 2023 Pages: 835 - 857
ELECTRA-based graph network model for multi-hop question answering Pengxuan ZhuYuan YuanLei Chen Research 29 June 2023 Pages: 819 - 834
MMusic: a hierarchical multi-information fusion method for deep music recommendation Jing XuMingxin GanXiongtao Zhang Research 29 June 2023 Pages: 795 - 818
Audio-based anomaly detection on edge devices via self-supervision and spectral analysis Fabrizio Lo ScudoEttore RitaccoGiuseppe Manco Research Open access 28 June 2023 Pages: 765 - 793
TuckerDNCaching: high-quality negative sampling with tucker decomposition Tiroshan MadushankaRyutaro Ichise Research Open access 20 June 2023 Pages: 739 - 763
Information gain based dynamic support set construction for cold-start recommendation Yu LiTetsuya Furukawa Research 16 June 2023 Pages: 717 - 737
SMGNN: span-to-span multi-channel graph neural network for aspect-sentiment triplet extraction Barakat AlBadaniJian DongAlaa Thobhani Research 13 June 2023 Pages: 695 - 715
Identifying multimodal misinformation leveraging novelty detection and emotion recognition Rina KumariNischal AshokAsif Ekbal Research 06 June 2023 Pages: 673 - 694
A semiautomatic method for obtaining a predictive deep learning model and a rule-based system for abdominal aortic aneurysms Alberto NogalesFernando GallardoÁlvaro J. García-Tejedor OriginalPaper 05 June 2023 Pages: 651 - 671
BERT-PG: a two-branch associative feature gated filtering network for aspect sentiment classification Jiamei WangWei WuJiansi Ren Research 16 May 2023 Pages: 709 - 730
A novel approach for software defect prediction using CNN and GRU based on SMOTE Tomek method Nasraldeen Alnor Adam KhleelKároly Nehéz Research Open access 16 May 2023 Pages: 673 - 707
Multilingual deep learning framework for fake news detection using capsule neural network Rami MohaweshSumbal MaqsoodQutaibah Althebyan Research 09 May 2023 Pages: 655 - 671
The more "similar" the happier: Augmenting text using similarity scoring with neural embeddings for happiness classification Kuan Shyang YongJasy Suet Yan Liew Research 02 May 2023 Pages: 631 - 653
Multi-perspective enriched instance graphs for next activity prediction through graph neural network Andrea ChiorriniClaudia DiamantiniDomenico Potena OriginalPaper 01 May 2023 Pages: 5 - 25
Offensive language identification with multi-task learning Marcos ZampieriTharindu RanasingheAlex Ororbia Research 29 April 2023 Pages: 613 - 630
Transformer-based Denoising Adversarial Variational Entity Resolution Shuaichao LiHuaiguang Wu OriginalPaper 17 April 2023 Pages: 631 - 650
Bi-knowledge views recommendation based on user-oriented contrastive learning Yi LiuHongrui XuanBohan Li OriginalPaper 13 April 2023 Pages: 611 - 630
Modeling and querying temporal RDF knowledge graphs with relational databases Ruizhe MaXiao HanZongmin Ma OriginalPaper 30 March 2023 Pages: 569 - 609
ES-ASTE: enhanced span-level framework for aspect sentiment triplet extraction Yandan WangZhongtang ChenShuang Chen Research 23 March 2023 Pages: 593 - 612
An AI framework to support decisions on GDPR compliance Filippo LorèPierpaolo BasileGiovanni Semeraro OriginalPaper Open access 18 March 2023 Pages: 541 - 568
Performance-preserving event log sampling for predictive monitoring Mohammadreza Fani SaniMozhgan VazifehdoostiraniWil M. P. van der Aalst OriginalPaper Open access 06 March 2023 Pages: 53 - 82
Leveraging posts’ and authors’ metadata to spot several forms of abusive comments in Twitter Marco CasavantesMario Ezra AragónManuel Montes-y-Gómez OriginalPaper 22 February 2023 Pages: 519 - 539
The detection of mental health conditions by incorporating external knowledge Yun Sheng LinLiang Kuang TaiArbee L.P. Chen OriginalPaper 18 February 2023 Pages: 497 - 518
MCD: A modified community diversity approach for detecting influential nodes in social networks Aaryan GuptaInder KhatriSanjay Kumar OriginalPaper 26 January 2023 Pages: 473 - 495
Applying MAPE-K control loops for adaptive workflow management in smart factories Lukas MalburgMaximilian HoffmannRalph Bergmann OriginalPaper Open access 25 January 2023 Pages: 83 - 111
Reducing the user labeling effort in effective high recall tasks by fine-tuning active learning Guilherme Dal BiancoDenio DuarteMarcos André Gonçalves OriginalPaper 19 January 2023 Pages: 453 - 472
Computing semantic similarity of texts by utilizing dependency graph Majid MohebbiSeyed Naser RazaviMohammad Ali Balafar OriginalPaper 27 December 2022 Pages: 421 - 452
Towards a soft three-level voting model (Soft T-LVM) for fake news detection Boutheina JlifiChayma SakraniClaude Duvallet OriginalPaper 23 December 2022 Pages: 249 - 269
Model-based decision support for knowledge-intensive processes Anjo SeidelStephan HaarmannMathias Weske OriginalPaper Open access 20 December 2022 Pages: 143 - 165
Aspect-location attention networks for aspect-category sentiment analysis in social media Pengfei YuWenan TanBing Shi OriginalPaper 14 December 2022 Pages: 395 - 419
MaMiPot: a paradigm shift for the classification of imbalanced data Hossein Ghaderi ZefrehiHakan Altınçay OriginalPaper 07 December 2022 Pages: 299 - 324
Editorial: AI meets cybersecurity Giuseppina AndresiniAnnalisa Appice EditorialNotes 02 December 2022 Pages: 277 - 279
Can recurrent neural networks learn process model structure? Jari PeeperkornSeppe vanden BrouckeJochen De Weerdt OriginalPaper 01 December 2022 Pages: 27 - 51
Parameters tuning of multi-model database based on deep reinforcement learning Feng YeYang LiHong Shi OriginalPaper Open access 30 November 2022 Pages: 167 - 190
An image and text-based multimodal model for detecting fake news in OSN’s Santosh Kumar UppadaParth PatelSivaselvan B. OriginalPaper 30 November 2022 Pages: 367 - 393