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Publikationer vid ITE

Här nedan visas de 50 senaste publikationerna som har registrerats i DiVA (Högskolans digitala vetenskapliga arkiv) från Akademin för informationsteknologi. De är sorterade efter typ av publikation, bland annat bokkapitel, artiklar i tidskrift och konferensbidrag.

Komplett lista i DiVA Länk till annan webbplats.

  • Artikel, forskningsöversikt
  • 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

  • Artikel i tidskrift
  • 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

  • Ali Fareedi, Abid; Ismail, Muhammad; Ahmed, Shehzad; Gagnon, Stephane; Ghazawneh, Ahmad; Arooj, Zartashia; Nazir, Hammad (2026).
    Enriching Human–AI Collaboration : The Ontological Service Framework Leveraging Large Language Models for Value Creation in Conversational AI. Knowledge, 6 (1), pp. 1 - 32.

    View record in DiVA DOI: 10.3390/knowledge6010002

  • Konferensbidrag
  • 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

  • Doktorsavhandling, sammanläggning
  • 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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