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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
  • 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

  • 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

  • Lou, Chuyue; Atoui, M. Amine; Li, Xiangshun (2023).
    Recent deep learning models for diagnosis and health monitoring : a review of researches and future challenges. Transactions of the Institute of Measurement and Control.

    View record in DiVA DOI: 10.1177/01423312231157118

  • Fernandes, Sofia; Fanaee Tork, Hadi; Gama, João; Tišljarić, Leo; Šmuc, Tomislav (2023).
    WINTENDED : WINdowed TENsor decomposition for Densification Event Detection in time-evolving networks. Machine Learning, 112 (2), pp. 459 - 481.

    View record in DiVA DOI: 10.1007/s10994-021-05979-8

  • Ullah, Sami; Hidayah Mohd Nor, Nurul; Daud, Hanita; Zainuddin, Nooraini; Fanaee Tork, Hadi; Khalil, Alamgir (2022).
    An Eigenspace Method for Detecting Space-Time Disease Clusters with Unknown Population-Data. Computers, Materials and Continua, 70 (1), pp. 1945 - 1953.

    View record in DiVA DOI: 10.32604/cmc.2022.019029

  • Cooney, Martin; Järpe, Eric; Vinel, Alexey (2021).
    “Vehicular Steganography”? : Opportunities and Challenges. Electronic Communications of the EASST, 80.

    View record in DiVA DOI: 10.14279/tuj.eceasst.80.1166

  • Conference paper
  • 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

  • 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

  • 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

  • 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

  • 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

  • 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

  • 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.

    View record in DiVA

  • 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

  • Baaz, August; Yonan, Yonan; Hernandez-Diaz, Kevin; Alonso-Fernandez, Fernando; Nilsson, Felix (2023).
    Synthetic Data for Object Classification in Industrial Applications. 12th International Conference on Pattern Recognition Applications and Methods, ICPRAM, Lisbon, Portugal, February 22-24, 2023.

    View record in DiVA DOI: 10.5220/0011689900003411

  • 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

  • Rosberg, Felix; Aksoy, Eren; Alonso-Fernandez, Fernando; Englund, Cristofer (2023).
    FaceDancer. 23rd IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2023, Waikoloa, Hawaii, USA, 3-7 January 2023.

    View record in DiVA DOI: 10.1109/WACV56688.2023.00345

  • Alabdallah, Abdallah; Pashami, Sepideh; Rögnvaldsson, Thorsteinn; Ohlsson, Mattias (2022).
    SurvSHAP. The 9th IEEE International Conference on Data Science and Advanced Analytics (DSAA 2022), Shenzhen, China, October 13-16, 2022.

    View record in DiVA DOI: 10.1109/DSAA54385.2022.10032392

  • Cabunagan-Cinco, Gerjane Joy; Rajabi, Enayat; Nowaczyk, Sławomir (2022).
    Cluster Analysis on Sustainable Transportation. 2022 International Conference on Applied Artificial Intelligence, ICAPAI 2022, 5 May, Halden, Norway, 2022.

    View record in DiVA DOI: 10.1109/ICAPAI55158.2022.9801569

  • Rahat, Mahmoud; Sheikholharam Mashhadi, Peyman; Nowaczyk, Sławomir; Rögnvaldsson, Thorsteinn; Taheri, Atabak; Abbasi, Ataollah (2022).
    Domain Adaptation in Predicting Turbocharger Failures Using Vehicle's Sensor Measurements. 7th European Conference of the Prognostics and Health Management (PHM) Society, Turin, Italy, 6-8 July, 2022.

    View record in DiVA DOI: 10.36001/phme.2022.v7i1.3340

  • Rajabi, Enayat; Nowaczyk, Sławomir; Pashami, Sepideh; Bergquist, Magnus (2022).
    An Explainable Knowledge-based AI Framework for Mobility as a Service. 34th International Conference on Software Engineering and Knowledge Engineering, SEKE 2022; KSIR Virtual Conference CenterPittsburgh; United States; 1 July 2022 through 10 July 2022.

    View record in DiVA DOI: 10.18293/SEKE2022-0020

  • Sidorenko, Galina; Mostowski, Wojciech; Vinel, Alexey; Sjöberg, Jeanette; Cooney, Martin (2021).
    The CAR Approach. 30th IEEE International Conference on Robot and Human Interactive Communication, RO-MAN 2021, Virtual, Vancouver, BC, Canada, 08-12/08, 2021.

    View record in DiVA DOI: 10.1109/RO-MAN50785.2021.9515560

  • Muhammad, Naveed; Hedenberg, Klas; Åstrand, Björn (2021).
    Adaptive warning fields for warehouse AGVs. 2021 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), Västerås, Sweden (Online), 7-10 Sept., 2021.

    View record in DiVA DOI: 10.1109/ETFA45728.2021.9613565

  • 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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  • (2022).
    CAISR : Center for Applied Intelligent Systems Research: Annual Report 2021. , Halmstad. 63 pp. .

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