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Publications CAISR

The 50 latest publications by CAISR researchers registered in DiVA, which is Halmstad University on-line academic archive for scientific publishing, sorted after type of publication.

  • Article in journal
  • Gunasekara, Nuwan; Pfahringer, Bernhard; Gomes, Heitor Murilo; Bifet, Albert (2025).
    Gradient boosted bagging for evolving data stream regression. Data mining and knowledge discovery, 39 (5), pp. 1 - 37.

    View record in DiVA DOI: 10.1007/s10618-025-01147-x

  • Nguyen, Kien; Proença, Hugo; Alonso-Fernandez, Fernando (2024).
    Deep Learning for Iris Recognition : A Survey. ACM Computing Surveys, 56 (9).

    View record in DiVA DOI: 10.1145/3651306

  • Abuella, Mohamed; Atoui, M. Amine; Nowaczyk, Sławomir; Johansson, Simon; Faghani, Ethan (2024).
    Spatial Clustering Approach for Vessel Path Identification. IEEE Access, 12, pp. 66248 - 66258.

    View record in DiVA DOI: 10.1109/ACCESS.2024.3399116

  • Inceoglu, Arda; Aksoy, Eren; Sariel, Sanem (2024).
    Multimodal Detection and Classification of Robot Manipulation Failures. IEEE Robotics and Automation Letters, 9 (2), pp. 1396 - 1403.

    View record in DiVA DOI: 10.1109/lra.2023.3346270

  • Vettoruzzo, Anna; Bouguelia, Mohamed-Rafik; Rögnvaldsson, Thorsteinn (2024).
    Multimodal meta-learning through meta-learned task representations. Neural Computing & Applications, 36 (15), pp. 8519 - 8529.

    View record in DiVA DOI: 10.1007/s00521-024-09540-1

  • Lou, Chuyue; Atoui, M. Amine (2024).
    Unknown Health States Recognition with Collective-Decision-Based Deep Learning Networks in Predictive Maintenance Applications. Mathematics, 12 (1).

    View record in DiVA DOI: 10.3390/math12010089

  • Lou, Chuyue; Atoui, M. Amine; Li, Xiangshun (2024).
    Recent deep learning models for diagnosis and health monitoring : a review of researches and future challenges. Transactions of the Institute of Measurement and Control, 46 (14), pp. 2833 - 2870.

    View record in DiVA DOI: 10.1177/01423312231157118

  • Allheeib, Nasser; Kanwal, Summrina; Alamri, Sultan (2023).
    An Intelligent Heart Disease Prediction Framework Using Machine Learning and Deep Learning Techniques. International Journal of Data Warehousing and Mining, 19 (1), pp. 1 - 24.

    View record in DiVA DOI: 10.4018/IJDWM.333862

  • Shahbazi, Zeinab; Nowaczyk, Sławomir (2023).
    Enhancing Energy Efficiency in Connected Vehicles for Traffic Flow Optimization. Smart Cities, 6 (5), pp. 2574 - 2592.

    View record in DiVA DOI: 10.3390/smartcities6050116

  • Busch, Christoph; Deravi, Farzin; Frings, Dinusha; Alonso-Fernandez, Fernando; Bigun, Josef (2023).
    Facilitating free travel in the Schengen area—A position paper by the European Association for Biometrics. IET Biometrics, 12 (2), pp. 112 - 128.

    View record in DiVA DOI: 10.1049/bme2.12107

  • Rajabi, Enayat; Nowaczyk, Sławomir; Pashami, Sepideh; Bergquist, Magnus; Ebby, Geethu Susan; Wajid, Summrina (2023).
    A Knowledge-Based AI Framework for Mobility as a Service. Sustainability, 15 (3).

    View record in DiVA DOI: 10.3390/su15032717

  • Chapter in book
  • (2024).
    Message from Kurt Tutschku and Slawomir Nowaczyk, FMEC Chairs. 2024 9th International Conference on Fog and Mobile Edge Computing (FMEC). Institute of Electrical and Electronics Engineers (IEEE), Piscataway. Pp. ii - ii.

    View record in DiVA DOI: 10.1109/FMEC62297.2024.10710275

  • Conference paper
  • Alonso-Fernandez, Fernando; Hernandez-Diaz, Kevin; Buades, Jose M.; Raja, Kiran; Bigun, Josef (2025).
    Exploring Complementarity and Explainability in CNNs for Periocular Verification Across Acquisition Distances. 24th International Conference of the Biometrics Special Interest Group, BIOSIG.

    View record in DiVA

  • Alonso-Fernandez, Fernando; Hernandez-Diaz, Kevin; Buades Rubio, Jose M.; Bigun, Josef (2025).
    Leveraging Large-Scale Face Datasets for Deep Periocular Recognition via Ocular Cropping. IX International Workshop on Artificial Intelligence and Pattern Recognition, IWAIPR.

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  • Jankowska, Jelizaveta; Kostek, Bożena; Alonso-Fernandez, Fernando; Tiwari, Prayag (2025).
    Exploring the correlation between the type of music and the emotions evoked: A study using subjective questionnaires and EEG. IX International Congress on Artificial Intelligence and Pattern Recognition IWAIPR 2025, Varadero, Cuba, October 14 - 17, 2025.

    View record in DiVA DOI: 10.48550/arXiv.2510.26304

  • Özen, Canberk; Nowaczyk, Sławomir; Tiwari, Prayag; Pashami, Sepideh (2025).
    Assessing the Graph Structure Learning in Graph Deviation Networks. 23rd International Symposium on Intelligent Data Analysis, IDA 2025, Konstanz, Germany, 7-9 May, 2025.

    View record in DiVA DOI: 10.1007/978-3-031-91398-3_8

  • Gunasekara, Nuwan; Nowaczyk, Sławomir; Pashami, Sepideh (2025).
    Pragmatic Paradigm for Multi-stream Regression. 23rd International Symposium on Intelligent Data Analysis, IDA 2025, Konstanz, Germany, May 7–9, 2025.

    View record in DiVA DOI: 10.1007/978-3-031-91398-3_27

  • Gomes, Heitor Murilo; Gunasekara, Nuwan; Sun, Yibin (2025).
    Machine Learning on the Fly. 2025 IEEE 41st International Conference on Data Engineering, Hong Kong, China, 19–23 May, 2025.

    View record in DiVA DOI: 10.1109/ICDE65448.2025.00342

  • Shahbazi, Zeinab; Nowaczyk, Sławomir (2025).
    Health Data Security Using PRI. 12th KES International Conference on Innovation in Medicine and Healthcare-KES-InMed, Madeira, Portugal, June 19-21, 2024.

    View record in DiVA DOI: 10.1007/978-981-97-7498-2_19

  • Liang, Guojun; Tiwari, Prayag; Nowaczyk, Sławomir; Byttner, Stefan (2024).
    Higher-order Spatio-temporal Physics-incorporated Graph Neural Network for Multivariate Time Series Imputation. CIKM '24: The 33rd ACM International Conference on Information and Knowledge Management, Boise, ID, USA, October 21-25, 2024.

    View record in DiVA DOI: 10.1145/3627673.3679775

  • Rajan, Shilpa; Rajabi, Enayat; Khoshkangini, Reza (2024).
    Knowledge Graphs Applications in Smart Cities. ICISDM 2024: the 8th International Conference on Information System and Data Mining, Los Angeles, CA, USA, June 24-26, 2024.

    View record in DiVA DOI: 10.1145/3686397.3686423

  • Alonso-Fernandez, Fernando; Hernandez-Diaz, Kevin; Tiwari, Prayag; Bigun, Josef (2024).
    Combined CNN and ViT features off-the-shelf. 16th IEEE International Workshop on Information Forensics and Security, WIFS 2024, Rome, Italy, December 2-5, 2024.

    View record in DiVA DOI: 10.1109/WIFS61860.2024.10810712

  • Altarabichi, Mohammed Ghaith; Nowaczyk, Sławomir; Pashami, Sepideh; Sheikholharam Mashhadi, Peyman; Handl, Julia (2024).
    A Review of Randomness Techniques in Deep Neural Networks. 2024 Genetic and Evolutionary Computation Conference Companion, GECCO 2024 Companion, Melbourne, VIC, Australia, 14-18 July, 2024.

    View record in DiVA DOI: 10.1145/3638530.3664077

  • Budu, Emmanuella; Soliman, Amira; Rögnvaldsson, Thorsteinn; Etminani, Farzaneh (2024).
    Evaluating Temporal Fidelity in Synthetic Time-series Electronic Health Records. 2nd IEEE Conference on Artificial Intelligence, CAI 2024, Singapore, Singapore, 25-27 June, 2024.

    View record in DiVA DOI: 10.1109/CAI59869.2024.00107

  • Kanwal, Summrina; Nowaczyk, Sławomir; Rahat, Mahmoud; Lundström, Jens; Khan, Faiza (2024).
    Deep Learning for Generating Synthetic Traffic Data. 9th International Congress on Information and Communication Technology, ICICT 2024, London, United Kingdom, 19-22 February, 2024.

    View record in DiVA DOI: 10.1007/978-981-97-3305-7_36

  • Jamshidi, Parisa; Nowaczyk, Sławomir; Rahat, Mahmoud (2024).
    Analysis of characteristic functions on Shapley values in Machine Learning. 20th International Conference on Intelligent Environments, IE 2024, Ljubljana, Slovenia, 17-20 June, 2024.

    View record in DiVA DOI: 10.1109/IE61493.2024.10599897

  • Raisuddin, Abu Mohammed; Cortinhal, Tiago; Holmblad, Jesper; Aksoy, Eren Erdal (2024).
    3D-OutDet. 35th IEEE Intelligent Vehicles Symposium, IV 2024, Jeju Island, South Korea, 2-5 June, 2024.

    View record in DiVA DOI: 10.1109/IV55156.2024.10588582

  • Tzelepis, Georgies; Aksoy, Eren; Borras, Julia; Alenyà, Guillem (2024).
    Semantic State Estimation in Robot Cloth Manipulations Using Domain Adaptation from Human Demonstrations. 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2024, Rome, Italy, 27-29 February, 2024.

    View record in DiVA DOI: 10.5220/0012368200003660

  • Vettoruzzo, Anna; Bouguelia, Mohamed-Rafik; Rögnvaldsson, Thorsteinn (2024).
    Personalized Federated Learning with Contextual Modulation and Meta-Learning. SIAM International Conference on Data Mining (SDM), Houston, USA, April 18-20, 2024.

    View record in DiVA DOI: 10.1137/1.9781611978032.96

  • Chen, Kunru; Klang, Jonas; Zeitler, Erik (2024).
    From Publication to Production. 2024 IEEE International Conference on Industrial Technology (ICIT 2024), Bristol, United Kingdom, 25-27 March, 2024.

    View record in DiVA DOI: 10.1109/ICIT58233.2024.10540722

  • Jamshidi, Parisa; Nowaczyk, Sławomir; Rahat, Mahmoud (2024).
    EcoShap. International Workshops of the 26th European Conference on Artificial Intelligence (ECAI 2023), Kraków, Poland, 30 September-4 October, 2023.

    View record in DiVA DOI: 10.1007/978-3-031-50396-2_2

  • Bobek, Szymon; Nowaczyk, Sławomir; Pashami, Sepideh; Taghiyarrenani, Zahra; Nalepa, Grzegorz J. (2024).
    Towards Explainable Deep Domain Adaptation. European Conference on Artificial Intelligence (ECAI 2023), Kraków, Poland, September 30 - October 4, 2023.

    View record in DiVA DOI: 10.1007/978-3-031-50396-2_6

  • Alonso-Fernandez, Fernando; Hernandez-Diaz, Kevin; Buades Rubio, Jose Maria; Bigun, Josef (2024).
    SqueezerFaceNet. VIII International Workshop on Artificial Intelligence and Pattern Recognition, IWAIPR, Varadero, Cuba, September 27-29, 2023.

    View record in DiVA DOI: 10.1007/978-3-031-49552-6_30

  • Chen, Kunru; Rögnvaldsson, Thorsteinn; Nowaczyk, Sławomir; Pashami, Sepideh; Klang, Jonas; Sternelov, Gustav (2023).
    Toward Solving Domain Adaptation with Limited Source Labeled Data. 23rd IEEE International Conference on Data Mining Workshops (ICDMW 2023), Shanghai, China, 1-4 December, 2023.

    View record in DiVA DOI: 10.1109/ICDMW60847.2023.00161

  • Alonso-Fernandez, Fernando; Hernandez-Diaz, Kevin; Buades, Jose M.; Tiwari, Prayag; Bigun, Josef (2023).
    An Explainable Model-Agnostic Algorithm for CNN-Based Biometrics Verification. 2023 IEEE International Workshop on Information Forensics and Security, WIFS 2023, Nürnberg, Germany, 4-7 December, 2023.

    View record in DiVA DOI: 10.1109/WIFS58808.2023.10374866

  • Taghiyarrenani, Zahra; Nowaczyk, Sławomir; Pashami, Sepideh (2023).
    Analysis of Statistical Data Heterogeneity in Federated Fault Identification. 4th Asia Pacific Conference of the Prognostics and Health Management, Tokyo, Japan, September 11-14, 2023.

    View record in DiVA DOI: 10.36001/phmap.2023.v4i1.3708

  • Alabdallah, Abdallah; Rögnvaldsson, Thorsteinn; Fan, Yuantao; Pashami, Sepideh; Ohlsson, Mattias (2023).
    Discovering Premature Replacements in Predictive Maintenance Time-to-Event Data. 4th Asia Pacific Conference of the Prognostics and Health Management, Tokyo, Japan, September 11-14, 2023.

    View record in DiVA DOI: 10.36001/phmap.2023.v4i1.3609

  • Berenji, Amirhossein; Nowaczyk, Sławomir; Taghiyarrenani, Zahra (2023).
    Data-Centric Perspective on Explainability Versus Performance Trade-Off. 21st International Symposium on Intelligent Data Analysis, IDA 2023, Louvain-la-Neuve, Belgium, April 12–14, 2023.

    View record in DiVA DOI: 10.1007/978-3-031-30047-9_4

  • Rajabi, Enayat; Kafaie, Somayeh (2023).
    Building a Disease Knowledge Graph. 33rd Medical Informatics Europe Conference: Caring is Sharing - Exploiting the Value in Data for Health and Innovation, MIE2023, Gothenburg, 22-25 May, 2023, Code 189285.

    View record in DiVA DOI: 10.3233/SHTI230243

  • Abuella, Mohamed; Atoui, M. Amine; Nowaczyk, Sławomir; Johansson, Simon; Faghani, Ethan (2023).
    Data-Driven Explainable Artificial Intelligence for Energy Efficiency in Short-Sea Shipping. European Conference, ECML PKDD 2023, Turin, Italy, September 18–22, 2023.

    View record in DiVA DOI: 10.1007/978-3-031-43430-3_14

  • Sarmadi, Hamid; Rögnvaldsson, Thorsteinn; Carlsson, Nils Roger; Ohlsson, Mattias; Wahab, Ibrahim; Hall, Ola (2023).
    Towards Explaining Satellite Based Poverty Predictions with Convolutional Neural Networks. 2023 IEEE 10th International Conference on Data Science and Advanced Analytics (DSAA), Thessaloniki, Greece, 9-13 October, 2023.

    View record in DiVA DOI: 10.1109/DSAA60987.2023.10302541

  • Arvidsson, Moa; Sawirot, Sithichot; Englund, Cristofer; Alonso-Fernandez, Fernando; Torstensson, Martin; Duran, Boris (2023).
    Drone navigation and license place detection for vehicle location in indoor spaces. 8th International Congress on Artificial Intelligence and Pattern Recognition, IWAIPR 2023, Varadero, Cuba, September 27–29, 2023.

    View record in DiVA DOI: 10.1007/978-3-031-49552-6_31

  • Karlsson, Nellie; Bengtsson, My; Rahat, Mahmoud; Sheikholharam Mashhadi, Peyman (2023).
    Baseline Selection for Integrated Gradients in Predictive Maintenance of Volvo Trucks’ Turbocharger. VEHICULAR 2023, The Twelfth International Conference on Advances in Vehicular Systems, Technologies and Applications, Barcelona, Spain, March 13-17, 2023.

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  • Kharazian, Zahra; Rahat, Mahmoud; Gama, Fábio; Sheikholharam Mashhadi, Peyman; Nowaczyk, Sławomir; Lindgren, Tony; Magnússon, Sindri (2023).
    AID4HAI. Symposium on Intelligent Data Analysis (IDA 2023), Louvain-la-Neuve, Belgium, 12-14 April, 2023.

    View record in DiVA DOI: 10.1007/978-3-031-30047-9_16

  • Amirhossein, Berenji; Taghiyarrenani, Zahra; Nowaczyk, Sławomir (2023).
    curr2vib. ECML PKDD: Joint European Conference on Machine Learning and Knowledge Discovery in Databases, Grenoble, France, September 19–23, 2022.

    View record in DiVA DOI: 10.1007/978-3-031-23633-4_28

  • Zell, Otto; Påsson, Joel; Hernandez-Diaz, Kevin; Alonso-Fernandez, Fernando; Nilsson, Felix (2023).
    Image-Based Fire Detection in Industrial Environments with YOLOv4. 12th International Conference on Pattern Recognition Applications and Methods, ICPRAM, Lisbon, Portugal, February 22-24, 2023.

    View record in DiVA DOI: 10.5220/0011689400003411

  • Karlsson, Jonathan; Strand, Fredrik; Bigun, Josef; Alonso-Fernandez, Fernando; Hernandez-Diaz, Kevin; Nilsson, Felix (2023).
    Visual Detection of Personal Protective Equipment and Safety Gear on Industry Workers. 12th International Conference on Pattern Recognition Applications and Methods, ICPRAM, Lisbon, Portugal, February 22-24, 2023.

    View record in DiVA DOI: 10.5220/0011693500003411

  • Doctoral thesis, comprehensive summary
  • Chen, Kunru; (2024).
    Learning Representations for Forklift Activity Recognition. Diss. (comprehensive summary). Halmstad : Halmstad University Press, 2024.

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  • Other
  • (2024).
    CAISR : Center for Applied Intelligent Systems Research: Annual Report 2023. , Halmstad. 63 pp. .

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  • (2023).
    CAISR : Center for Applied Intelligent Systems Research: Annual Report 2022. , Halmstad. 63 pp. .

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