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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
  • 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.

    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

  • Pedrollo, Guilherme; Aparecida Konzen, Andréa; Ourique de Morais, Wagner; Pignaton de Freitas, Edison (2021).
    Using smart virtual-sensor nodes to improve the robustness of indoor localization systems. Sensors, 21 (11).

    View record in DiVA DOI: 10.3390/s21113912

  • Svanström, Fredrik; Alonso-Fernandez, Fernando; Englund, Cristofer (2021).
    A dataset for multi-sensor drone detection. Data in Brief, 39.

    View record in DiVA DOI: 10.1016/j.dib.2021.107521

  • David, Jennifer; Rögnvaldsson, Thorsteinn (2021).
    Multi-robot routing problem with min-max objective. Robotics, 10 (4).

    View record in DiVA DOI: 10.3390/robotics10040122

  • Heyman, Ellen Tolestam; Ashfaq, Awais; Khoshnood, Ardavan; Ohlsson, Mattias; Ekelund, Ulf; Holmqvist, Lina Dahlén; Lingman, Markus (2021).
    Improving Machine Learning 30-Day Mortality Prediction by Discounting Surprising Deaths. Journal of Emergency Medicine, 61 (6), pp. 763 - 773.

    View record in DiVA DOI: 10.1016/j.jemermed.2021.09.004

  • Farouq, Shiraz; Byttner, Stefan; Bouguelia, Mohamed-Rafik; Gadd, Henrik (2021).
    Mondrian conformal anomaly detection for fault sequence identification in heterogeneous fleets. Neurocomputing, 462, pp. 591 - 606.

    View record in DiVA DOI: 10.1016/j.neucom.2021.08.016

  • Ohlsson, Mattias; Hellmark, Thomas; Bengtsson, Anders A.; Theander, Elke; Turesson, Carl; Klint, Cecilia; Wingren, Christer; Ekstrand, Anna Isinger (2021).
    Proteomic Data Analysis for Differential Profiling of the Autoimmune Diseases SLE, RA, SS, and ANCA-Associated Vasculitis. Journal of Proteome Research, 20 (2), pp. 1252 - 1260.

    View record in DiVA DOI: 10.1021/acs.jproteome.0c00657

  • Conference paper
  • Tzelepis, Georgies; Borràs, Júlia; Aksoy, Eren Erdal; Alenyà, Guillem (2024).
    Semantic State Prediction in Robotic Cloth Manipulation. Intelligent Systems Conference.

    View record in DiVA DOI: 10.1007/978-3-031-47718-8_15

  • 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

  • Kolf, Jan Niklas; Boutros, Fadi; Elliesen, Jurek; Theuerkauf, Markus; Damer, Naser; Alansarir, Mohamad; Hay, Oussama Abdul; Alansari, Sara; Javed, Sajid; Werghi, Naoufel; Grm, Klemen; Struc, Vojtech; Alonso-Fernandez, Fernando; Hernandez Diaz, Karina; Bigun, Josef; George, Anjith; Ecabert, Christian; Shahreza, Hamed Omidvar; Kotwal, Kshitij; Marcel, Sebastien; Medvedev, Ivan; Bo, Jie; Nunes, David; Hassanpour, Ahmad; Khatiwada, Pramod; Toor, Ahsan Aftab; Yang, Bian (2023).
    EFaR 2023: Efficient Face Recognition Competition. IEEE/IAPR International Joint Conference on Biometrics, IJCB.

    View record in DiVA

  • 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

  • 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

  • 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

  • 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

  • Altarabichi, Mohammed Ghaith; Nowaczyk, Sławomir; Pashami, Sepideh; Sheikholharam Mashhadi, Peyman (2021).
    Surrogate-Assisted Genetic Algorithm for Wrapper Feature Selection. 2021 IEEE Congress on Evolutionary Computation (CEC), Kraków, Poland, 28 June - 1 July, 2021.

    View record in DiVA DOI: 10.1109/CEC45853.2021.9504718

  • Altarabichi, Mohammed Ghaith; Fan, Yuantao; Pashami, Sepideh; Sheikholharam Mashhadi, Peyman; Nowaczyk, Sławomir (2021).
    Extracting Invariant Features for Predicting State of Health of Batteries in Hybrid Energy Buses. 2021 IEEE 8th International Conference on Data Science and Advanced Analytics (DSAA), Porto, Portugal, 6-9 Oct., 2021.

    View record in DiVA DOI: 10.1109/DSAA53316.2021.9564184

  • Cortinhal, Tiago; Kurnaz, Fatih; Aksoy, Eren (2021).
    Semantics-aware Multi-modal Domain Translation. 2021 IEEE/CVF International Conference on Computer Vision Workshops ICCVW 2021, Montreal, BC, Canada, Virtual, Online, 11-17 October, 2021.

    View record in DiVA DOI: 10.1109/ICCVW54120.2021.00338

  • Persson, Anton; Dymne, Niklas; Alonso-Fernandez, Fernando (2021).
    Classification of PS and ABS Black Plastics for WEEE Recycling Applications. 8th Intl. Conference on Soft Computing & Machine Intelligence, ISCMI, Cairo, Egypt, 26-27 November, 2021.

    View record in DiVA DOI: 10.1109/ISCMI53840.2021.9654857

  • Khoshkangini, Reza; Gupta, Ankit; Shahi, Durlabh; Tajgardan, Mohsen; Orand, Abbas (2021).
    Forecasting Components Failures Using Ant Colony Optimization for Predictive Maintenance. 31st European Safety and Reliability Conference, Angers, France, 19 – 23 September, 2021.

    View record in DiVA DOI: 10.3850/978-981-18-2016-8_663-cd

  • Rajabi, Enayat; Etminani, Kobra (2021).
    Towards a knowledge graph-based explainable decision support system in Healthcare. 31st Medical Informatics Europe Conference.

    View record in DiVA DOI: 10.3233/SHTI210215

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