样式: 排序: IF: - GO 导出 标记为已读
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A motif-based probabilistic approach for community detection in complex networks J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2024-03-16 Hossein Hajibabaei, Vahid Seydi, Abbas Koochari
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Early detection of fake news on emerging topics through weak supervision J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2024-03-15 Serhat Hakki Akdag, Nihan Kesim Cicekli
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A hybrid recognition framework of crucial seed spreaders in complex networks with neighborhood overlap J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2024-03-15 Tianchi Tong, Min Wang, Wenying Yuan, Qian Dong, Jinsheng Sun, Yuan Jiang
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Ensemble of temporal Transformers for financial time series J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2024-03-02 Kenniy Olorunnimbe, Herna Viktor
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Enhancing sentiment and emotion translation of review text through MLM knowledge integration in NMT J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2024-02-29 Divya Kumari, Asif Ekbal
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CMC-MMR: multi-modal recommendation model with cross-modal correction J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2024-02-20
Abstract Multi-modal recommendation using multi-modal features (e.g., image and text features) has received significant attention and has been shown to have more effective recommendation. However, there are currently the following problems with multi-modal recommendation: (1) Multi-modal recommendation often handle individual modes’ raw data directly, leading to noise affecting the model’s effectiveness
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Querying knowledge graphs through positive and negative examples and feedback J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2024-02-15 Akritas Akritidis, Yannis Tzitzikas
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Semantic-enhanced reasoning question answering over temporal knowledge graphs J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2024-02-02 Chenyang Du, Xiaoge Li, Zhongyang Li
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KIMedQA: towards building knowledge-enhanced medical QA models J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2024-01-25 Aizan Zafar, Sovan Kumar Sahoo, Deeksha Varshney, Amitava Das, Asif Ekbal
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Data- & compute-efficient deviance mining via active learning and fast ensembles J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2024-01-23
Abstract Detecting deviant traces in business process logs is crucial for modern organizations, given the harmful impact of deviant behaviours (e.g., attacks or faults). However, training a Deviance Prediction Model (DPM) by solely using supervised learning methods is impractical in scenarios where only few examples are labelled. To address this challenge, we propose an Active-Learning-based approach
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A novel technique using graph neural networks and relevance scoring to improve the performance of knowledge graph-based question answering systems J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2024-01-22 Sincy V. Thambi, P. C. Reghu Raj
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Sentiment analysis of twitter data to detect and predict political leniency using natural language processing J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2024-01-19
Abstract This paper analyses Twitter data to detect the political lean of a profile by extracting and classifying sentiments expressed through tweets. The work utilizes natural language processing, augmented with sentiment analysis algorithms and machine learning techniques, to classify specific keywords. The proposed methodology initially performs data pre-processing, followed by multi-aspect sentiment
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A qualitative analysis of knowledge graphs in recommendation scenarios through semantics-aware autoencoders J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2024-01-19 Vito Bellini, Eugenio Di Sciascio, Francesco Maria Donini, Claudio Pomo, Azzurra Ragone, Angelo Schiavone
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Movie tag prediction: An extreme multi-label multi-modal transformer-based solution with explanation J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2024-01-06 Massimo Guarascio, Marco Minici, Francesco Sergio Pisani, Erika De Francesco, Pasquale Lambardi
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Enhancing the fairness of offensive memes detection models by mitigating unintended political bias J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2024-01-06
Abstract This paper tackles the critical challenge of detecting and mitigating unintended political bias in offensive meme detection. Political memes are a powerful tool that can be used to influence public opinion and disrupt voters’ mindsets. However, current visual-linguistic models for offensive meme detection exhibit unintended bias and struggle to accurately classify non-offensive and offensive
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TSUNAMI - an explainable PPM approach for customer churn prediction in evolving retail data environments J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2023-12-28 Vincenzo Pasquadibisceglie, Annalisa Appice, Giuseppe Ieva, Donato Malerba
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A bayesian-neural-networks framework for scaling posterior distributions over different-curation datasets J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2023-12-26 Alfredo Cuzzocrea, Alessandro Baldo, Edoardo Fadda
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Tell me what you Like: introducing natural language preference elicitation strategies in a virtual assistant for the movie domain J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2023-12-12 Cataldo Musto, Alessandro Francesco Maria Martina, Andrea Iovine, Fedelucio Narducci, Marco de Gemmis, Giovanni Semeraro
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Audio super-resolution via vision transformer J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2023-12-12 Simona Nisticò, Luigi Palopoli, Adele Pia Romano
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How can text mining improve the explainability of Food security situations? J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2023-12-11 Hugo Deléglise, Agnès Bégué, Roberto Interdonato, Elodie Maître d’Hôtel, Mathieu Roche, Maguelonne Teisseire
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A mutually enhanced multi-scale relation-aware graph convolutional network for argument pair extraction J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2023-11-30 Xiaofei Zhu, Yidan Liu, Zhuo Chen, Xu Chen, Jiafeng Guo, Stefan Dietze
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T-shaped expert mining: a novel approach based on skill translation and focal loss J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2023-11-28 Zohreh Fallahnejad, Mahmood Karimian, Fatemeh Lashkari, Hamid Beigy
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Enhancing anomaly detectors with LatentOut J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2023-11-24 Fabrizio Angiulli, Fabio Fassetti, Luca Ferragina
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A transformer-based framework for predicting geomagnetic indices with uncertainty quantification J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2023-11-18 Yasser Abduallah, Jason T. L. Wang, Haimin Wang, Ju Jing
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EqBal-RS: Mitigating popularity bias in recommender systems J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2023-11-07 Shivam Gupta, Kirandeep Kaur, Shweta Jain
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Learning autoencoder ensembles for detecting malware hidden communications in IoT ecosystems J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2023-11-03 Nunziato Cassavia, Luca Caviglione, Massimo Guarascio, Angelica Liguori, Marco Zuppelli
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BMDF-SR: bidirectional multi-sequence decoupling fusion method for sequential recommendation J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2023-11-06 Aohua Gao, Jiwei Qin, Chao Ma, Tao Wang
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Finding a needle in a haystack: insights on feature selection for classification tasks J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2023-11-03 Laura Morán-Fernández, Verónica Bolón-Canedo
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Leveraging neighborhood and path information for influential spreaders recognition in complex networks J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2023-11-01 Aman Ullah, JinFang Sheng, Bin Wang, Salah Ud Din, Nasrullah Khan
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A novel algorithm for mining couples of enhanced association rules based on the number of output couples and its application J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2023-11-01 Petr Máša, Jan Rauch
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Session-aware recommender system using double deep reinforcement learning J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2023-11-01 Purnima Khurana, Bhavna Gupta, Ravish Sharma, Punam Bedi
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I-S $$^2$$ FND: a novel interpretable self-ensembled semi-supervised model based on transformers for fake news detection J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2023-10-19 Shivani Sri Varshini U, Praneetha Sree R, Srinivas M, Subramanyam R.B.V.
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Developing and validating an electronic health record-based frailty index in pre-operative settings using machine learning J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2023-10-14 Chen Bai, Mohammad Al-Ani, Shawna Amini, Patrick Tighe, Catherine Price, Todd Manini, Mamoun Mardini
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C-GDN: core features activated graph dual-attention network for personalized recommendation J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2023-09-25 Xiongtao Zhang, Mingxin Gan
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Evolvable transformation of knowledge graphs into human-oriented formats J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2023-09-22 Jan Slifka, Vojtěch Knaisl, Robert Pergl
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OIE4PA: open information extraction for the public administration J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2023-09-20 Lucia Siciliani, Eleonora Ghizzota, Pierpaolo Basile, Pasquale Lops
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Global-mirror graph network for session-based recommendation J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2023-09-18 Yuqiang Li, Jianxiang Long, Chun Liu
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Transformer based multilingual joint learning framework for code-mixed and english sentiment analysis J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2023-09-15 Mamta, Asif Ekbal
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Improving information retrieval through correspondence analysis instead of latent semantic analysis J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2023-09-09 Qianqian Qi, David J. Hessen, Peter G. M. van der Heijden
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Self-supervised opinion summarization with multi-modal knowledge graph J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2023-09-01 Lingyun Jin, Jingqiang Chen
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Enhancing aspect-based sentiment analysis with dependency-attention GCN and mutual assistance mechanism J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2023-09-01 Jialin Feng, Hong Li, Zhiyi Yu
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Improving graph collaborative filtering with multimodal-side-information-enriched contrastive learning J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2023-08-29 Shan Lei, Yuan Huanhuan, Zhao Pengpeng, Qu Jianfeng, Fang Junhua, Liu Guanfeng, Sheng Victor S.
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Personality trait analysis during the COVID-19 pandemic: a comparative study on social media J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2023-08-28 Marcos Fernández-Pichel, Mario Ezra Aragón, Julián Saborido-Patiño, David E. Losada
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Prompted and integrated textual information enhancing aspect-based sentiment analysis J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2023-08-23 Xuefeng Shi, Min Hu, Fuji Ren, Piao Shi, Jiawen Deng, Yiming Tang
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Semi-supervised and ensemble learning to predict work-related stress J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2023-08-05 Fátima Rodrigues, Hugo Correia
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Deep latent representation enhancement method for social recommendation J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2023-07-29 Xiaoyu Hou, Guobing Zou, Bofeng Zhang, Sen Niu
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Stock market prediction with time series data and news headlines: a stacking ensemble approach J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2023-07-23 Roberto Corizzo, Jacob Rosen
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Top-N music recommendation framework for precision and novelty under diversity group size and similarity J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2023-07-18 Shih-Han Chen, Sok-Ian Sou, Hsun-Ping Hsieh
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Session-based recommendation with temporal dynamics for large volunteer networks J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2023-07-07 Taurai Muvunza, Yang Li
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Machine learning methods for predicting the admissions and hospitalisations in the emergency department of a civil and military hospital J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2023-07-04 Hugo Álvarez-Chaves, Pablo Muñoz, María D. R-Moreno
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A review of federated learning: taxonomy, privacy and future directions J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2023-07-04 Hashan Ratnayake, Lin Chen, Xiaofeng Ding
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A generic approach to extract object-centric event data from databases supporting SAP ERP J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2023-06-30 Alessandro Berti, Gyunam Park, Majid Rafiei, Wil M. P. van der Aalst
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Customer churn prediction for a webcast platform via a voting-based ensemble learning model with Nelder-Mead optimizer J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2023-06-30 Kani Fu, Guiyang Zheng, Wei Xie
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MMusic: a hierarchical multi-information fusion method for deep music recommendation J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2023-06-29 Jing Xu, Mingxin Gan, Xiongtao Zhang
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ELECTRA-based graph network model for multi-hop question answering J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2023-06-29 Pengxuan Zhu, Yuan Yuan, Lei Chen
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Audio-based anomaly detection on edge devices via self-supervision and spectral analysis J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2023-06-28 Fabrizio Lo Scudo, Ettore Ritacco, Luciano Caroprese, Giuseppe Manco
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TuckerDNCaching: high-quality negative sampling with tucker decomposition J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2023-06-20 Tiroshan Madushanka, Ryutaro Ichise
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Information gain based dynamic support set construction for cold-start recommendation J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2023-06-16 Yu Li, Tetsuya Furukawa
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SMGNN: span-to-span multi-channel graph neural network for aspect-sentiment triplet extraction J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2023-06-13 Barakat AlBadani, Jian Dong, Ronghua Shi, Raeed Al-Sabri, Dhekra Saeed, Alaa Thobhani
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Identifying multimodal misinformation leveraging novelty detection and emotion recognition J. Intell. Inf. Syst. (IF 3.4) Pub Date : 2023-06-06 Rina Kumari, Nischal Ashok, Pawan Kumar Agrawal, Tirthankar Ghosal, Asif Ekbal