An interpretable model for sepsis prediction using multi-objective rule extraction Mingzhou ChenJiazhen HuoYongrui Duan Research 22 April 2024
Relation representation based on private and shared features for adaptive few-shot link prediction Weiwen ZhangCanqun Yang Research 10 April 2024
ERABQS: entity resolution based on active machine learning and balancing query strategy Jabrane MouradTabbaa HibaHafidi Imad Research 26 March 2024
Exploring and mitigating gender bias in book recommender systems with explicit feedback Shrikant SaxenaShweta Jain Research 25 March 2024
Leveraging distant supervision and deep learning for twitter sentiment and emotion classification Muhamet KastratiZenun KastratiMarenglen Biba Research Open access 22 March 2024
Knowledge-aware adaptive graph network for commonsense question answering Long KangXiaoge LiXiaochun An Research 19 March 2024
A motif-based probabilistic approach for community detection in complex networks Hossein HajibabaeiVahid SeydiAbbas Koochari Research Open access 16 March 2024
Early detection of fake news on emerging topics through weak supervision Serhat Hakki AkdagNihan Kesim Cicekli Research 15 March 2024
A hybrid recognition framework of crucial seed spreaders in complex networks with neighborhood overlap Tianchi TongMin WangYuan Jiang Research 15 March 2024
Ensemble of temporal Transformers for financial time series Kenniy OlorunnimbeHerna Viktor Research 02 March 2024
Enhancing sentiment and emotion translation of review text through MLM knowledge integration in NMT Divya KumariAsif Ekbal Research 29 February 2024
CMC-MMR: multi-modal recommendation model with cross-modal correction YuBin WangHongBin XiaYuan Liu Research 20 February 2024
Querying knowledge graphs through positive and negative examples and feedback Akritas AkritidisYannis Tzitzikas Research 15 February 2024
Semantic-enhanced reasoning question answering over temporal knowledge graphs Chenyang DuXiaoge LiZhongyang Li Research 02 February 2024
KIMedQA: towards building knowledge-enhanced medical QA models Aizan ZafarSovan Kumar SahooAsif Ekbal Research 25 January 2024
Data- & compute-efficient deviance mining via active learning and fast ensembles Francesco FolinoGianluigi FolinoLuigi Pontieri Research Open access 23 January 2024
A novel technique using graph neural networks and relevance scoring to improve the performance of knowledge graph-based question answering systems Sincy V. ThambiP. C. Reghu Raj Research 22 January 2024
Sentiment analysis of twitter data to detect and predict political leniency using natural language processing V. V. Sai KowsikL. YashwanthDhanyamol M V Research 19 January 2024
A qualitative analysis of knowledge graphs in recommendation scenarios through semantics-aware autoencoders Vito BelliniEugenio Di SciascioAngelo Schiavone Research Open access 19 January 2024
Movie tag prediction: An extreme multi-label multi-modal transformer-based solution with explanation Massimo GuarascioMarco MiniciPasquale Lambardi Research 06 January 2024
Enhancing the fairness of offensive memes detection models by mitigating unintended political bias Gitanjali KumariAnubhav SinhaVinutha B N Research 06 January 2024
TSUNAMI - an explainable PPM approach for customer churn prediction in evolving retail data environments Vincenzo PasquadibisceglieAnnalisa AppiceDonato Malerba Research 28 December 2023
A bayesian-neural-networks framework for scaling posterior distributions over different-curation datasets Alfredo CuzzocreaAlessandro BaldoEdoardo Fadda Research 26 December 2023
Tell me what you Like: introducing natural language preference elicitation strategies in a virtual assistant for the movie domain Cataldo MustoAlessandro Francesco Maria MartinaGiovanni Semeraro Research 12 December 2023
Audio super-resolution via vision transformer Simona NisticòLuigi PalopoliAdele Pia Romano Research 12 December 2023
How can text mining improve the explainability of Food security situations? Hugo DelégliseAgnès BéguéMaguelonne Teisseire Research 11 December 2023
A mutually enhanced multi-scale relation-aware graph convolutional network for argument pair extraction Xiaofei ZhuYidan LiuStefan Dietze Research 30 November 2023
T-shaped expert mining: a novel approach based on skill translation and focal loss Zohreh FallahnejadMahmood KarimianHamid Beigy Research 28 November 2023
Enhancing anomaly detectors with LatentOut Fabrizio AngiulliFabio FassettiLuca Ferragina Research Open access 24 November 2023
A transformer-based framework for predicting geomagnetic indices with uncertainty quantification Yasser AbduallahJason T. L. WangJu Jing Research 18 November 2023
EqBal-RS: Mitigating popularity bias in recommender systems Shivam GuptaKirandeep KaurShweta Jain Research 07 November 2023
BMDF-SR: bidirectional multi-sequence decoupling fusion method for sequential recommendation Aohua GaoJiwei QinTao Wang Research 06 November 2023
Finding a needle in a haystack: insights on feature selection for classification tasks Laura Morán-FernándezVerónica Bolón-Canedo Research Open access 03 November 2023
Learning autoencoder ensembles for detecting malware hidden communications in IoT ecosystems Nunziato CassaviaLuca CaviglioneMarco Zuppelli Research Open access 03 November 2023
Session-aware recommender system using double deep reinforcement learning Purnima KhuranaBhavna GuptaPunam Bedi Research 01 November 2023
Leveraging neighborhood and path information for influential spreaders recognition in complex networks Aman UllahJinFang ShengNasrullah Khan Research 01 November 2023
A novel algorithm for mining couples of enhanced association rules based on the number of output couples and its application Petr MášaJan Rauch Research 01 November 2023
I-S\(^2\)FND: a novel interpretable self-ensembled semi-supervised model based on transformers for fake news detection Shivani Sri Varshini UPraneetha Sree RSubramanyam R.B.V. Research 19 October 2023
Developing and validating an electronic health record-based frailty index in pre-operative settings using machine learning Chen BaiMohammad Al-AniMamoun Mardini Research 14 October 2023
C-GDN: core features activated graph dual-attention network for personalized recommendation Xiongtao ZhangMingxin Gan Research 25 September 2023
Evolvable transformation of knowledge graphs into human-oriented formats Jan SlifkaVojtěch KnaislRobert Pergl Research 22 September 2023
OIE4PA: open information extraction for the public administration Lucia SicilianiEleonora GhizzotaPasquale Lops Research Open access 20 September 2023 Pages: 273 - 294
Global-mirror graph network for session-based recommendation Yuqiang LiJianxiang LongChun Liu Research 18 September 2023 Pages: 255 - 272
Transformer based multilingual joint learning framework for code-mixed and english sentiment analysis MamtaAsif Ekbal Research 15 September 2023 Pages: 231 - 253
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
