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ORCIDJournal of Intelligent Information Systems (JIIS), Volume 64
Volume 64, Number 1, February 2026
- Annalisa Appice, Hanane Azzag, Mohand-Said Hacid, Allel Hadjali:
Special issue on intelligent systems, ISMIS'24 selected papers. 1-4 - Aileen Benedict, Zbigniew W. Ras:
Towards scalable action rule discovery: a structured vertical partitioning method. 5-35 - Collin Coil
, Kamil Faber, Bartlomiej Sniezynski, Roberto Corizzo:
Distance-based change point detection for novelty detection in concept-agnostic continual anomaly detection. 37-75 - Vittorio Colao, Katherine Rossella Foglia, Andrea Giordano, Ettore Ritacco, William Spataro:
An optimizer derived from Halpern's method for enhanced neural network convergence and reduced carbon emissions. 77-96 - Jonathan Gerber, Jasmin S. Saxer, Bruno B. Kreiner, Andreas Weiler:
Benchmarking state of the art website embedding methods for effective processing and analysis in the public sector. 97-120 - Angelica Liguori, Marco Zuppelli, Daniela Gallo, Massimo Guarascio, Luca Caviglione:
A deep learning-based approach for stegomalware sanitization in digital images. 121-144 - Fabien Lionti, Nicolas Gutowski, Sébastien Aubin, Philippe Martinet:
Physics-guided approach with transfer learning in vehicle lateral dynamics. 145-160 - Arkadiusz Nowacki, Wojciech Sitek, Henryk Rybinski:
LLM-based classifiers for discovering mental disorders. 161-178 - Vincenzo Pasquadibisceglie:
Handling concept drifts with traditional process discovery algorithms. 179-213 - Stefano Polimena, Gianvito Pio, Giovanni Attolico, Michelangelo Ceci:
Handling complex backgrounds and light perturbations for enhancing learning tasks from images of vegetables. 215-238 - Nishat Raihan, Dhiman Goswami, Sadiya Sayara Chowdhury Puspo, Mohammed Latif Siddiq, Christian D. Newman, Tharindu Ranasinghe, Joanna C. S. Santos, Marcos Zampieri:
On the performance of large language models on introductory programming assignments. 239-263 - Masoumeh Vahedi, Henning Christiansen:
SPLindex: A spatial polygon learned index (extended version). 265-287 - Liwen Tao, Ren Liu, Wenan Zhou:
Time series forecasting of network traffic with latent domain generalization: Addressing out-of-distribution challenges. 289-324 - Tao Xue, Lu Liu, Wen Lv, Long Xi:
GCN-diffusion and multi-view contrastive learning for enhanced knowledge recommendation. 325-347 - Farid Bagheri, Davide Buscaldi, Diego Reforgiato Recupero:
Leveraging knowledge graphs and LLMs for content-based reviewer assignment. 349-377 - Junxiang Min, Xianying Huang, Yu Cheng:
CMKF:Multimodal emotion recognition in conversations based on CoMamba and KAN-Fuse. 379-402 - Xiaofei Zhu, Yaochen Li:
Frequency-aware experts with multi-stage fusion for multimodal sentiment analysis. 403-424 - Kun Huang, Xiaoming Li, Salah Uddin:
Enhancing fake news detection through fact-augmented LLM generation with Co-Attention. 425-443
Volume 64, Number 2, April 2026
- Yan Deng, Yuming Lin, Yinghao Zhang, Yaojun Cai, You Li:
Cardinality estimation with index-based progressive sampling and dynamic sample selection. 445-468 - Dipannita Podder, Jiaul H. Paik, Pabitra Mitra:
A retrieval model with contextual correlation analysis for verbose queries. 469-496 - Ivica Dimitrovski, Vlatko Spasev, Ivan Kitanovski:
Few-shot remote sensing image scene classification with CLIP and prompt learning. 497-532 - Baofeng Ren, Tianyuan Yang, Boxuan Ma, Shin'ichi Konomi:
Leveraging personalized diversity level for recommendations with knowledge graph. 533-557 - Jun Wu, Yu Zheng, Tianfeng Zhang, Shilong Jing, Jinyu Liu, Shuai Guo, Fang Deng:
D-DPDG: Diffusion-based dual-graph attention with dual-path feature extraction for multimodal recommendation. 559-595 - Haoran Xun, Wen'an Zhou, Liwen Tao, Yingyi Zhong:
TS2Lang: A Co-occurrence pattern-driven translation mechanism for zero-shot time series forecasting with LLMs. 597-620 - Ghazaal Sheikhi:
Casting criminals: a framework for evaluating demographic bias in AI-generated narratives. 621-652 - Erica Coppolillo, Francesco Calimeri, Giuseppe Manco, Simona Perri, Francesco Ricca:
Fine-tuning LLMs for answer set programming. 653-685 - HaoYu Wang, HongBin Xia, XiaoFeng Wang:
Structure-activated and interest-aware multimodal recommendation method. 687-713 - Ruidong Chen, Baohua Qiang, Xianyi Yang, Shihao Zhang, Yuan Xie, Lirui Chen:
Cross-modal quaternion relation mining and gap bridging for image-text retrieval. 715-734 - Yuan Huang, Tongjia Ma, Kuohai Yang, Zhaoliang Zhang:
FinSent-DistillQ: A distilled large language model with chain-of-thought fine-tuning for financial sentiment analysis. 735-771 - Mingjie Chen, Chao Zhao, Sitong Yan, Ningning Shen, Guoming Lv:
GFCLSRec: dual-view graph-frequency contrastive learning for sequential recommendation. 773-798 - Lihua Bai, Heng Wang, Zhi Zhang, Qing Xie, Mengzi Tang:
Learning resource recommendation models based on learning behaviors and hierarchical structure graph. 799-828 - Jian Feng, Xinyue Jin:
Fusion of diffusion models and intent learning in sequential recommendation. 829-855 - Siyan Nie, Zhi Zeng:
Towards real-world multimodal propagation networks: Multimodal uncertainty graph contrastive learning for fake news detection. 857-877 - Veerababu Reddy, N. Veeranjaneyulu:
DeepFinLLM 2.0: an optimized and scalable multilingual financial advisor unleashing strategic insights through multi-API orchestration and large language models. 879-908 - Giuseppe Spillo, Elio Musacchio, Cataldo Musto, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
Gotta embed them all! - knowledge-aware recommendations fusing heterogeneous multimodal item embeddings. 909-935
Volume 64, Number 3, June 2026
- Johannes De Smedt, Pnina Soffer:
Best ICPM 2023 workshop papers. 937-940 - Viki Peeva, Wil M. P. van der Aalst:
Framework for grouping local process models. 941-964 - Carlos Fernández-Llatas, Andrea Burattin:
I-PALIA, An algorithm for discovering BPMN processes with duplicated tasks. 965-988 - Owen P. Dwyer, Lara Chammas, Emanuel Sallinger, Jim Davies:
Using ontologies to facilitate healthcare process mining and analysis. 989-1009 - Claudia Diamantini, Laura Genga, Alex Mircoli, Domenico Potena:
Evidence-driven appraisal of students' careers using process mining: a case study. 1011-1030 - Sungkyu Kim, Marco Comuzzi, Chiara Di Francescomarino:
Explaining the impact of design choices on model quality in predictive process monitoring. 1031-1056 - Leonel Peña, Daniela Andrade, Andrea Delgado, Daniel Calegari:
Inter-organizational collaborative BPMN 2.0 business process discovery. 1057-1080 - Anti Alman, Alessio Arleo, Iris Beerepoot, Andrea Burattin, Claudio Di Ciccio, Manuel Resinas:
Tiramisù: making sense of multi-faceted process information through time and space. 1081-1103 - Gyunam Park, Lukas Liss, Wil M. P. van der Aalst:
Learning recommendations from educational event data in higher education. 1105-1124 - Faiza Riaz Khawaja, Zuping Zhang:
A resistance distance approach to community detection in complex networks with key node identification. 1125-1149 - Tingting Zhang, Xiaofei Zhu:
DTDiff: adaptive decoupled transformer with language-conditioned denoising learning for multimodal emotion recognition in conversation. 1151-1173 - Shengda Zhuo, Tianbo Wang, Lichun Li, Zifeng Zhou, Zelin Guan, Yin Tang, Min Chen, Shuqiang Huang:
Redefining edge representations for enhanced information propagation on GNNs. 1175-1199 - Qiang Cai, Yuxiao Wu, Yanzhao Ren, Haisheng Li:
RGDF: a structure-aware lightweight fusion for efficient and accurate knowledge graph completion. 1201-1224 - Hyunjong Kim, Sungzoon Cho:
Sentiment lexicon integrated meta-training for sentiment analysis in data-scarce settings. 1225-1254 - Ze Xu, Rong Yan, Jiakang Zheng, Zhiqi Wang:
MFLP: Overlapping community detection by multi-level fast label propagation. 1255-1279 - Jianjun Lei, Tao Zhang, Ying Wang, Yumei Wang:
SCMI-Net: Semantic constraints and modal interaction network for multimodal emotion recognition. 1281-1303 - Yuxuan Zhang, Jianzhou Feng, Yiming Xu, Ziqi Wang, Tianyu Yang, Xiaohuan Wang:
EMRDCM : An experience-enhanced multi-role debate method based on compromise mechanisms. 1305-1327 - Lei Zhang, Xinying Li, Xiang Zhou:
Enhanced semi-supervised relation extraction based on label confusion learning and multisource semantic aggregation. 1329-1354
Volume 64, Number 4, August 2026
- Yuhua Mo, Xinglin Lian, Chao Deng, Jibin Wang, Xipeng Liu, Paiyu Li, Liying Huang, Yuhao Ma, Fan Zhou:
Multi-step denoising retrieval with progressive mixture-of-experts for sequential recommendation. 1355-1382 - Divya Gupta, Shampa Chakraverty:
From discourse to dynamics: the CUE-ESI framework for modeling community concern. 1383-1415 - Lianhong Ding, Na Ding, Peng Shi:
TempRAA: temporal relation-aware alignment for enhancing LLMs reasoning in time-sensitive knowledge graph question answering. 1417-1448 - Yuchuan Li, Jianjun Lei, Ying Wang, Pu Zhang:
DGC: Dual-graph attention network with contrastive representation generation for emotion recognition in conversations. 1449-1475 - Xinyue Zhang, Shirong Ma, Jiale Chen:
Knowledge-aware graph augmentation for learning to recommend. 1477-1508 - Lixia Ji, Yifan Wang, Hanliang Ren, Han Zhang:
A local dynamic propagation graph-based method for multi-modal fake news detection. 1509-1530 - Zhe Zhang, Yuming Chen, Chaopeng Guo, Jie Song:
Enhancing SQL generation through high-quality logical guidance. 1531-1555 - Ziqi Wang, Tianyu Yang, Xin Wang, Yuxuan Zhang, Huaxiao Qiu, Jianzhou Feng:
DRGO:dynamic retrieval and generation optimization based on fine-grained confidence evaluation. 1557-1579 - Zichao Cai, Zongze Wu:
DCT: a plug-and-play data cleaning tool for reducing ambiguous predictions in domain bi-classifier adversarial frameworks. 1581-1605 - Yan Xia, Amirrudin Kamsin, Zhuangzhuang Pan, Siyang Zhang:
SynSem-ICL: syntax-semantic fusion retrieval for structured sentiment extraction with in-context learning. 1607-1636 - Fei Wan, Ruicong Zhi:
Tensor decomposition based lightweight residual fusion for Multimodal sentiment understanding. 1637-1658 - Angelica Liguori, Simone Mungari, Ettore Ritacco, Edoardo Serra, Giuseppe Manco:
FuDGE: Modeling full dynamic graph evolution. 1659-1685 - Lien-Jung Chang, Chun-Ming Lai:
FactualRAG: a RAG-Powered framework for LLM fact-checking via IFCN-Accredited sources. 1687-1718 - Sheetal Harris, Ta Vinh Thong, Marcello Trovati, Ghada Nakhla, Faiza Latif, Ioannis Korkontzelos:
Multimodal misinformation detection across diverse languages using RAG and LLMs. 1719-1746 - Qinxuan Shi, Zhanglong Yang, Sicong Shao:
TransEdge: a lightweight transformer-based anomaly detection framework for edge devices. 1747-1775 - Jiale Zhang, Xinrui Ma, Qiyue Yang, Tianxiang Cui, Xinan Chen, Qiao Lin, Bo Zhao:
Hallucination detection in large language models based on multi-granularity consistency. 1777-1801 - Haifeng Meng, Huiting Liu, Peng Zhao, Xindong Wu:
Active learning for LLM-based recommender systems. 1803-1827 - Xindi Xu, Xiaoning Jiang, Ao Wang, Zhigang Gan, Binxiao Yu:
PPR-SQL: a robust text-to-SQL system via probabilistic graph pruning and multi-view reasoning. 1829-1853 - You Li, Chenxu Jin, Xinyong Peng, Yuming Lin:
Mitigating LLM hallucinations in Text-to-SQL parsing with a self-refinement feedback loop and memory augmentation. 1855-1880
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