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Publications at ITE

Here are the 50 most recent publications registered in DiVA (the University’s system for electronic publishing and registration of publications) from the School of Information Technology. They are sorted by type of publication, including book chapters, journal articles and conference papers.

Complete list in DiVA External link.

  • Article, review/survey
  • Chen, Kunru; Rögnvaldsson, Thorsteinn (2026).
    Twenty Two Years of Machine Activity Recognition – A Comprehensive Review and Critical Outlook. IEEE Access, 14, pp. 60173 - 60189.

    View record in DiVA DOI: 10.1109/ACCESS.2026.3684743

  • Article in journal
  • Picazo-Sanchez, Pablo; Ortiz-Martin, Lara (2026).
    Evaluating the Integrity of LLM-Generated Citations : Prevalence and Risks of Fabricated References in Scientific Literature. Data, 11 (5), pp. 1 - 24.

    View record in DiVA DOI: 10.3390/data11050122

  • Fu, Jia; Wu, Yongtao; Chen, Yihang; Peng, Kunyu; Zhang, Xiao; Cevher, Volkan; Pashami, Sepideh; Holst, Anders (2026).
    Diffusion-based Cumulative Adversarial Purification for Vision Language Models. Transactions on Machine Learning Research. (In press)

    View record in DiVA

  • Halinkovic, Matej; Masarykova, Nina; Vinel, Alexey; Galinski, Marek (2026).
    Li-ViP3D++ : Query-Gated Deformable Camera-LiDAR Fusion for End-to-End Perception and Trajectory Prediction. IEEE Access, 14, pp. 102999 - 103012.

    View record in DiVA DOI: 10.1109/access.2026.3709080

  • Monteiro, Monielly Gomes; Kohl, Guilherme; Pignaton de Freitas, Edison (2026).
    UAV-Based Building Facade Cleaning Using Autonomous Windows Detection. Unmanned Systems.

    View record in DiVA DOI: 10.1142/s2301385028500227

  • Desmond, Chris; Nowaczyk, Marlena; Currie, Sonja; Watt, Kathryn Grace; Richter, Linda (2026).
    A human development framework to maximize returns of early life investments in low-and-middle income countries. Oxford Open Economics, 5, pp. 1 - 12.

    View record in DiVA DOI: 10.1093/ooec/odag003

  • Mowla, Nishat I.; Thar, Kyi; Abedin, Sarder Fakhrul; Mahmood, Aamir; Han, Zhu; Gidlund, Mikael; Fahria, Kabir; Giapantzis, Konstantinos; Lalas, Antonios; Rosell, Joakim; Moghadam, Mahshid Helali (2026).
    ACHILLES : A Machine Learning Framework for Explainable and Generalized Automotive Intrusion Detection System. IEEE Transactions on Intelligent Transportation Systems, 27 (7), pp. 7475 - 7490.

    View record in DiVA DOI: 10.1109/TITS.2026.3688299

  • Obermeyer, Ziad; Schubert, Alexander; Ross, James; Mullainathan, Sendhil; Lingman, Markus (2026).
    An ECG biomarker for sudden cardiac death discovered with deep learning. Nature, 655 (8121), pp. 210 - 218.

    View record in DiVA DOI: 10.1038/s41586-026-10674-6

  • Rauf, Usman; Zahid, Anfal; Qadeer, Amina; Adeel, Zafar; Khan, Shehrayar; Umer Saeed, Sanay Muhammad (2026).
    EEG-based stress classification using time-domain features and segmentation techniques. Scientific Reports, 16 (1), pp. 1 - 16.

    View record in DiVA DOI: 10.1038/s41598-026-50857-9

  • He, Lang; Liu, Yan; Wang, Yimeng; Song, Siyang; Wang, Huaning; Chen, Haifeng; Jiang, Jiewei; Jiang, Dongmei; Zhang, Jie; Tiwari, Prayag; Guo, Guangxin; Fang, Min; Liu, Jiaqing (2026).
    RA3-FDA : Resource-adaptive federated domain adaptation with dual heterogeneity awareness for EEG-based depression detection. Expert systems with applications, 322, pp. 1 - 15.

    View record in DiVA DOI: 10.1016/j.eswa.2026.132121

  • Zhang, Chenchen; Li, Qiuchi; Song, Dawei; Tiwari, Prayag (2026).
    Quantum-inspired fuzzy matching network with morphology-enhanced word embeddings. Theoretical Computer Science, 1077, pp. 1 - 19.

    View record in DiVA DOI: 10.1016/j.tcs.2026.115986

  • Fakhouri, Hussam; Alawadi, Sadi; Galozy, Alexander; Alkhabbas, Fahed; Ayyad, Majed; Banihani, Imad; Alkharabsheh, Khalid; Aladwan, Mohammad (2026).
    SHARP : a hybrid metaheuristic approach for intelligent robotic path planning. Scientific Reports, 16 (1), pp. 1 - 19.

    View record in DiVA DOI: 10.1038/s41598-026-54881-7

  • Feng, Linfei; Li, Qiankun; Wang, Hao; Li, Xuanyu; Xie, Fei; He, Feng; Ning, Xin; Tiwari, Prayag; Hou, Jun (2026).
    Advancing oral leukoplakia progression recognition : A benchmark with dataset, method, and application. Neural Networks, 195.

    View record in DiVA DOI: 10.1016/j.neunet.2025.108256

  • Gustafsson, Oskar; Lundström, Jens; Ohlsson, Mattias; Stenhamre, Hanna; Tsang, Daniel; Pavia, John; Ahlberg, Ernst (2026).
    Cohort profile : The Dutch wound monitor cohort and the Swedish Region Halland Integrated Platform (RHIP) wound cohort. PLOS ONE, 21 (1), pp. 1 - 16.

    View record in DiVA DOI: 10.1371/journal.pone.0339260

  • Wang, Hao; Li, Xiang; Fu, Xi; Yang, Meihong; Zhao, Zhigang; Wu, Xiaoming; Wang, Yinglong; Tiwari, Prayag (2026).
    MARINE-Transformer : A General-purpose framework for multivariate ocean time series analysis. Neural Networks, 199, pp. 1 - 16. (In press)

    View record in DiVA DOI: 10.1016/j.neunet.2026.108706

  • Cooney, Martin; Tell, Joakim; Pignaton de Freitas, Edison (2026).
    Drones in agrivoltaics : An exploratory review. Smart Agricultural Technology, 14, pp. 1 - 31.

    View record in DiVA DOI: 10.1016/j.atech.2026.102264

  • Le, Huyen T.; da Silva, Marisa; Stocks, Tanja (2026).
    Weight trajectories and obesity onset between 17 and 60 years of age, and cause-specific mortality : the Obesity and Disease Development Sweden (ODDS) pooled cohort study. eClinicalMedicine, 94, pp. 1 - 14.

    View record in DiVA DOI: 10.1016/j.eclinm.2026.103870

  • Buono, Vincenzo; Sheikholharam Mashhadi, Peyman; Rahat, Mahmoud; Tiwari, Prayag; Byttner, Stefan (2026).
    Not All CAMs Are Complete : Completeness as the Key to Faithfulness. Transactions on Machine Learning Research, 5, pp. 1 - 52.

    View record in DiVA

  • Fjelstad, Lisa Andersson; Lindholm, Annelie; Malmborg, Julia; Ashfaq, Awais; Gelander, Lars; Holmgren, Anton (2026).
    Growth patterns in coeliac disease - a longitudinal study of children aged 0-6 years in Sweden. BMC Pediatrics, 26 (1), pp. 1 - 10.

    View record in DiVA DOI: 10.1186/s12887-026-06903-6

  • Aharonson, Vered; Christodoulou, Vasiliki; Karpasitis, Christos; Joselowitz, Jared; Nowaczyk, Sławomir; Lazebnik, Teddy; Iordanou, Kalypso (2026).
    Audience engagement with climate change content on YouTube : an analysis of video attributes and user interactions. Frontiers In Climate, 8, pp. 1 - 10.

    View record in DiVA DOI: 10.3389/fclim.2026.1803829

  • Song, Yanlin; Xu, Wenjie; Liu, Lei; Tiwari, Prayag; Tian, Gang; Xie, Qianqian; Peng, Min (2026).
    MFC4POI : Multi-factor collaboration for next point-of-interest recommendation using large language models. Information Processing & Management, 63 (7, Part B).

    View record in DiVA DOI: 10.1016/j.ipm.2026.104824

  • Lou, Chuyue; Atoui, M. Amine; Zhang, Xiaomin; Xu, Dong; Zhong, Haijun (2026).
    Semi-supervised graph neural networks for fault diagnosis in marine machinery. Engineering applications of artificial intelligence, 177 (Part 2), pp. 1 - 15.

    View record in DiVA DOI: 10.1016/j.engappai.2026.114951

  • Messner, Martin; Reuter, Marek; Strömsten, Torkel (2026).
    Sustainability Controls as Technologies of Actorhood : Constructing the Responsible Supplier in Global Supply Chains. Contemporary Accounting Research, 43 (2), pp. 1119 - 1144.

    View record in DiVA DOI: 10.1111/1911-3846.70041

  • Hamed, Omar; Etminani, Farzaneh; Jacobsson, Peter; Davidsson, Thomas (2026).
    Early detection of adults ADHD using electronic health records : A machine learning study. European psychiatry, 69 (1), pp. 1 - 9.

    View record in DiVA DOI: 10.1192/j.eurpsy.2026.10171

  • Prokopovych-Tkachenko, Dmytro; Galushchenko, Oleksandr; Torstensson, Olga; Zvieriev, Volodymyr; Adilzhanova, Saltanat; Pignaton de Freitas, Edison (2026).
    Blockchain-Enabled Uncertainty-Aware Passive Wi-Fi Localization for Secure Critical Infrastructure Sensor Networks. Sensors, 26 (9), pp. 1 - 22.

    View record in DiVA DOI: 10.3390/s26092797

  • Ning, Xin; Li, Qiankun; Huang, Xiaolong; Chen, Qiupu; He, Feng; Li, Weijun; Tiwari, Prayag; Liu, Xinwang (2026).
    Neural Network Optimization Reimagined : Decoupled Techniques for Scratch and Fine-Tuning. IEEE Transactions on Pattern Analysis and Machine Intelligence.

    View record in DiVA DOI: 10.1109/TPAMI.2026.3683792

  • Archibald, M.; Currie, S.; Nowaczyk, Marlena (2026).
    Inter-layer bonds in bilayer graphene with single vacancy defects. Applied Physics A : Materials Science & Processing, 132 (4), pp. 1 - 8.

    View record in DiVA DOI: 10.1007/s00339-026-09371-y

  • Li, Binyu; Zhang, Xin; Huang, Zhihua; Tiwari, Prayag; Zou, Quan; Ding, Yijie; Guo, Xiaoyi (2026).
    Enhancing anticancer peptide discovery : A Fusion-Centric Framework With Conditional Diffusion For Prediction And Generation. PloS Computational Biology, 22 (3), pp. 1 - 29.

    View record in DiVA DOI: 10.1371/journal.pcbi.1014098

  • Mozolewski, Maciej; Bayrak, Betul; Bach, Kerstin; Nalepa, Grzegorz (2026).
    From Prototypes to Sparse ECG Explanations : SHAP-driven Counterfactuals for Multivariate Time-series Multi-class Classification. Information Systems Frontiers, pp. 1 - 34.

    View record in DiVA DOI: 10.1007/s10796-026-10711-9

  • Pakmanesh, Mehri; Saberi-Movahed, Farid; Salemi, Abbas; Tiwari, Prayag (2026).
    Unsupervised feature selection via graph-based proximity and structured autoencoder-like NMF. Information Processing & Management, 63 (6). (In press)

    View record in DiVA DOI: 10.1016/j.ipm.2026.104714

  • Feiten, Ricardo Beck; Pignaton de Freitas, Edison; Oliveira, Manuel M. (2026).
    Comparative analysis of cloud-based AI object detection services and YOLO11 : performance, cost, and usability evaluation. Journal of Cloud Computing : Advances, Systems and Applications, 15 (1), pp. 1 - 15.

    View record in DiVA DOI: 10.1186/s13677-025-00835-9

  • Da Silva, Daniel Alves; Da Silva, Antonio Santos; De Lima, Daniel Valle; Da Costa, Joao Paulo Javidi; De Melo, Luis Felipe Oliveira; Miranda, Christian; Santos, Giovanni Almeida; Vinel, Alexey; Mendes, Paulo; Verhoeven, Sebastian; Voigt-Antons, Jan-Niklas; Pignaton de Freitas, Edison (2026).
    Spoofer Detection Framework for V2X Systems via Tensor-Based DoA Estimation and YOLO-Based Object Detection. IEEE Access, 14, pp. 23624 - 23643.

    View record in DiVA DOI: 10.1109/ACCESS.2026.3660577

  • Zhang, Yazhou; Yu, Yang; Wang, Xiangkai; Li, Xiang; Liang, Hui; Tiwari, Prayag (2026).
    Multi-Affection Prompt Learning for Sentiment, Emotion, and Sarcasm Joint Detection in Conversations. Tsinghua Science and Technology, 31 (3), pp. 1819 - 1837.

    View record in DiVA DOI: 10.26599/TST.2024.9010196

  • Park, Sung-Yul L.; Park, Suk In; Han, Il Ki; Kim, Kwang-Chon; Wang, Qin; Pettersson, Håkan; Song, Jin-Dong (2026).
    Parametric Study on the Growth of Type-II InSb Quantum Dots on InAs Substrates by Molecular Beam Epitaxy. Crystal Growth & Design, 26 (6), pp. 2262 - 2270.

    View record in DiVA DOI: 10.1021/acs.cgd.5c01302

  • He, Lang; Zhao, Changwei; Wang, Yimeng; Tiwari, Prayag (2026).
    FDA-CAPMA : Federated domain adaptation with co-activation pattern and multimodal mamba for fMRI depression detection. Information Fusion, 132.

    View record in DiVA DOI: 10.1016/j.inffus.2026.104213

  • da Silva, Izabela Andrea; Montingelli, Isabela Makiolka; N. Silla Jr., Carlos; Carvalho, Deborah Ribeiro; Cubas, Marcia Regina (2026).
    Take Care : development and evaluation of a serious game about violence against children and adolescents. Revista Latino-Americana de Enfermagem, 34, pp. 1 - 12.

    View record in DiVA DOI: 10.1590/1518-8345.7939.4738

  • da Silva, Marisa; Fritz, Josef; Elhakeem, Ahmed; Jochems, Sylvia H. J.; Sun, Ming; Mboya, Innocent B.; Häggström, Christel; Wahlström, Jens; Michaëlsson, Karl; Magnusson, Patrik K. E.; Lagerros, Ylva T.; Lönnberg, Lena; Chabok, Abbas; Elmståhl, Sölve; Nwaru, Bright; Kankaanranta, Hannu; Hedman, Linnea; Backman, Helena; Hägg, Sara; Stattin, Pär; Tilling, Kate; Stocks, Tanja (2026).
    Weight trajectories throughout adulthood and prostate cancer incidence, aggressiveness, and death in 258 494 men. Journal of the National Cancer Institute, 118 (6), pp. 1006 - 1014.

    View record in DiVA DOI: 10.1093/jnci/djag014

  • Conference paper
  • Fareedi, Abid Ali; Ghazawneh, Ahmad (2026).
    Architecting a Federated Semantic Knowledge Lake Framework: Knowledge Graph-as-a-Platform for Distributed Data Ecosystem. PACIS-2026, Jakarta, Indonesia..

    View record in DiVA

  • Fan, Yuantao; Wang, Zhenkan; Pashami, Sepideh; Nowaczyk, Sławomir; Ydreskog, Henrik (2026).
    Forecasting Auxiliary Energy Consumption for Electric Heavy-Duty Vehicles. 24th Joint European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2024, Vilnius, Lithuania, 9-13 September, 2024.

    View record in DiVA DOI: 10.1007/978-3-032-25314-9_25

  • Budu, Emmanuella; Soliman, Amira; Etminani, Farzaneh; Rögnvaldsson, Thorsteinn (2026).
    TempEHR. 2025 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases-ECML PKDD-Annual, SEP 15-19, 2025, Porto, PORTUGAL, , 2026.

    View record in DiVA DOI: 10.1007/978-3-032-06118-8_19

  • Vincent, Navin; Srinivasan, Abhishek; Holst, Anders; Pashami, Sepideh (2026).
    NTS-DAGMA. 24th International Symposium on Intelligent Data Analysis, IDA 2026, Leiden, The Netherlands, April 22–24, 2026.

    View record in DiVA DOI: 10.1007/978-3-032-23833-7_9

  • Starck, Hugo; Tran, Ngoc Anh Kiet David; Nowaczyk, Sławomir (2026).
    Deep Decision Forest. 24th International Symposium on Intelligent Data Analysis, IDA 2026, Leiden, The Netherlands, April 22–24, 2026.

    View record in DiVA DOI: 10.1007/978-3-032-23833-7_14

  • Wang, Yusong; Shen, Jialun; Wu, Zhihao; Xu, Yicheng; Tan, Shiyin; Xu, Mingkun; Wang, Changshuo; Song, Zixing; Tiwari, Prayag (2026).
    MMPG. The Fortieth AAAI Conference on Artificial Intelligence, Singapore, Singapore, 20-27 January, 2026.

    View record in DiVA DOI: 10.1609/aaai.v40i2.37096

  • de Souza, Augusto; dos Santos Roque, Alexandre; Pereira, Carlos Eduardo; Pignaton de Freitas, Edison (2026).
    Computer Vision Integration for Automated Piece Positioning in an Industry 4.0 Setup. NG-RES 2026, Kraków, Poland, January 28, 2026.

    View record in DiVA DOI: 10.4230/OASIcs.NG-RES.2026.1

  • Wang, Changshuo; Hu, Zhijian; Fang, Xiang; Yu, Zai Yang; Wu, Yibin; Xu, Mingkun; Wang, Yusong; Gao, Xingyu; Tiwari, Prayag (2026).
    Biologically-Inspired Evolutionary Domain Symbiosis for Few-shot and Zero-shot Point Cloud Semantic Segmentation. The Fortieth AAAI Conference on Artificial Intelligence, Singapore, Singapore, 20-27 January, 2026.

    View record in DiVA DOI: 10.1609/aaai.v40i12.37929

  • Fukuhara, So; Alabdallah, Abdallah; Gunasekara, Nuwan; Nowaczyk, Sławomir (2026).
    Bridging Forecast Accuracy and Inventory KPIs. 24th International Symposium on Intelligent Data Analysis, IDA 2026 Leiden, The Netherlands, April 22-24, 2026.

    View record in DiVA DOI: 10.1007/978-3-032-23833-7_32

  • Rögnvaldsson, Thorsteinn; Taghiyarrenani, Zahra; Ogura, Koki; Ekstrand, Joel; Chen, Kunru; Izci, Tugce (2026).
    Forklift activity classification across multiple sites, using onboard CAN data and time-series models. 2026 IEEE 24th International Conference on Industrial Informatics (INDIN 2026), Melbourne, Australia, 26-29 July 2026.

    View record in DiVA

  • Luo, Yi; Gkouskos, Dimitrios; L. Russo, Nancy (2026).
    Sensemaking With/About AI. CHI Conference on Human Factors in Computing Systems (CHI 2026), Barcelona Spain, April 13-17, 2026.

    View record in DiVA DOI: 10.1145/3772318.3790672

  • Gama, Fábio; Ramos, Manoella Antonieta; Svedberg, Petra; Nygren, Jens M.; Guirado, Vinicius; Soliman, Amira; Mello, Alexandre (2026).
    Responsible Innovation in Artificial Intelligence. The 33rd IPDMC (Innovation and Product Development Management Conference), Stockholm, Sweden, June 10–12, 2026.

    View record in DiVA

  • Doctoral thesis, comprehensive summary
  • Luo, Yi; (2026).
    Toward Designer-AI Collaboration : Empowering UX Designers with Human-Centered AI Tools. Diss. (comprehensive summary). Halmstad : Halmstad University Press, 2026.

    View record in DiVA Download fulltext

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