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Selected Publications

You can find the full list of publications in Google Scholar. Our latest research has appeared in the following publications:

2020

  • Alhelbawy, A., Lattimer, M., Kruschwitz, U., Fox, C., and Poesio, M. An NLP-Powered Human Rights Monitoring Platform. Expert Systems with Applications, vol. 153, 113365 https://doi.org/10.1016/j.eswa.2020.113365
  • Chatsiou, K. and Mikhaylov, SJ., (2020). Deep Learning for Political Science. In: The SAGE Handbook of Research Methods in Political Science and International Relations. SAGE Publications Ltd. 1053- 1078. arXiv:2005.06540
  • Ebrahimkhani, S., Jaward, MH., Cicuttini, FM., Dharmaratne, A., Wang, Y. and Garcia Seco De Herrera, A., A Review on Segmentation of Knee Articular Cartilage: from Conventional Methods Towards Deep Learning. Artificial Intelligence in Medicine. vol. 106. (2020)
  • Ionescu, B., Müller, H., Péteri, R., Dang-Nguyen, D-T., Zhou, L., Piras, L., Riegler, M., Halvorsen, P., Tran, M-T., Lux, M., Gurrin, C., Chamberlain, J., Clark, A., Campello, A., Garcia Seco De Herrera, A., Ben Abacha, A., Datla, V., A. Hasan, S., Liu, J., Demner-Fushman, D., Obioma, P., Friedrich, CM., Dicente Cid, Y., Kozlovski, S., Liauchuk, V., Kovalev, V., Berari, R., Brie, P., Fichou, D., Dogariu, M., Daniel Stefan, L. and Constantin, MG., ImageCLEF 2020: Multimedia Retrieval in Lifelogging, Medical, Nature, and Security Applications. In: European Conference on Information Retrieval (ECIR). In press. Lisbon, Portugal, 2020.
  • Leyva, R., Doctor, F., Garcia Seco De Herrera, A. and Sahab, S., Multimodal Deep Features Fusion For Video Memorability Prediction. In: MediaEval2019. Nice, France: CEUR-WS.org, 2019.
  • Xiang, Rong, Emmanuele Chersoni, Yunfei Long, Qin Lu, and Chu-Ren Huang. Lexical Data Augmentation for Text Classification in Deep Learning. In Canadian Conference on Artificial Intelligence, pp. 521-527. Springer, Cham, 2020.
  • Yagis, E., Citi, L., Diciotti, S., Merzi, C., Workalemahu Atnafu, S. and Garcia Seco De Herrera, A., 3D Convolutional Neural Networks for Diagnosis of Alzheimer’s Disease via structural MRI. In: IEEE 33rd International Symposium on Computer Based Medical Systems (CBMS). In press. Rochester, MN, USA, 2020. In press.

2019

  • M. Fisher, D. Albakour, U. Kruschwitz and M. Martinez-Alvarez (To appear in 2019) Recognising Summary Articles. In Proceedings of the 41st European Conference on Information Retrieval (ECIR 2019).
  • Tony Russell-Rose, Jon Chamberlain (2019) A Visual Approach to Query Formulation for Systematic Search. In Proceedings of ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR-2019).
  • T. Russell-Rose & J. Chamberlain (2019) Rethinking ‘Advanced Search’: A New Approach to Complex Query Formulation. To appear in Proceedings of the 41st European Conference on Information Retrieval (ECIR 2019).
  • E. Elsholz, J. Chamberlain and U. Kruschwitz (2019) Exploring Language Style in Chatbots to Increase Perceived Product Value and User Engagement. To appear in Proceedings of ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR-2019).
  • S. Zimmerman, A. Thorpe, C. Fox and U. Kruschwitz (2019) Privacy Nudging in Search, Investigating Potential Impacts. In Proceedings of ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR-2019).
  • Idiart, M., A. Villavicencio, B. Katz, C. Rennó-Costa, J. Lisman (2019) How the brain represents language and answers questions? Using an AI system to understand the underlying neurobiological mechanisms. In Frontiers In Computational Neuroscience.
  • Diab M., A. Villavicencio, M. Apidianaki, V. Kordoni, A. Korhonen, P. Nakov, M. Stevenson (To appear in 2019). Computational lexical semantics and lexicography essays: In honor of Adam Kilgarriff. Springer.
  • Cordeiro, S., A. Villavicencio, M. Idiart, C. Ramisch (In 2019) Unsupervised Compositionality Prediction of Nominal Compounds. To appear in Computational Linguistics. International Journal of Computer and Information Engineering. 13 (7), 388-392
  • Duangsoithong, R., Jaruenpunyasak, J. and Garcia Seco De Herrera, A., (2019). Foot Recognition Using Deep Learning for Knee Rehabilitation. In: International Conference on Computer Vision and Image Processing (ICCVIP). Prague, Czechia, 2019. Best paper award.
  • Müller, H., Kalpathy-Cramer, J. and Garcia Seco De Herrera, A., (2019). Experiences from the ImageCLEF Medical Retrieval and Annotation Tasks. In: Information Retrieval Evaluation in a Changing World Lessons Learned from 20 Years of CLEF. Editors: Ferro, N. and Peters, C., . Springer. 231- 250. 978-3-030-22947-4
  • Chamberlain, J., Campello, A., Wright, J., Clift, L., Clark, A. and Seco De Herrera, AG., (2019). Overview of ImageCLEFcoral 2019 task. In: CLEF2019 Working Notes. Vol. 2380. CEUR Workshop Proceedings. Lugano, Switzerland: CEUR-WS.org, 2019.
  • Pelka, O., Friedrich, CM., Seco De Herrera, AG. and Müller, H., (2019). Overview of the ImageCLEFmed 2019 concept detection task. In: CLEF2019 Working Notes. Vol. 2380. CEUR Workshop Proceedings. Lugano, Switzerland: CEUR-WS.org, 2019.
  • Ionescu, B., Müller, H., Péteri, R., Cid, YD., Liauchuk, V., Kovalev, V., Klimuk, D., Tarasau, A., Abacha, AB., Hasan, SA., Datla, V., Liu, J., Demner-Fushman, D., Dang-Nguyen, D-T., Piras, L., Riegler, M., Tran, M-T., Lux, M., Gurrin, C., Pelka, O., Friedrich, CM., Garcia Seco De Herrera, A., Garcia, N., Kavallieratou, E., del Blanco, CR., Cuevas, C., Vasillopoulos, N., Karampidis, K., Chamberlain, J., Clark, A. and Campello, A., (2019). ImageCLEF 2019: Multimedia Retrieval in Medicine, Lifelogging, Security and Nature. In: Experimental IR Meets Multilinguality, Multimodality, and Interaction. Proceedings of the 10th International Conference of the CLEF Association (CLEF 2019). Lugano, Switzerland: LNCS Lecture Notes in Computer Science, Springer, 2019, pp. 358-386.
  • Ionescu, B., Müller, H., Péteri, R., Dang-Nguyen, D-T., Piras, L., Riegler, M., Tran, M-T., Lux, M., Gurrin, C., Cid, YD., Liauchuk, V., Kovalev, V., Ben Abacha, A., Hasan, SA., Datla, V., Liu, J., Demner-Fushman, D., Pelka, O., Friedrich, CM., Chamberlain, J., Clark, A., Garcia Seco De Herrera, A., Garcia, N., Kavallieratou, E., del Blanco, CR., Rodríguez, CC., Vasillopoulos, N. and Karampidis, K., (2019). ImageCLEF 2019: Multimedia Retrieval in Lifelogging, Medical, Nature, and Security Applications. In: European Conference on Information Retrieval (ECIR). Cologne, Germany, 2019, pp. 301-308.
  • Yagis, E., Garcia Seco De Herrera, A. and Citi, L., (2019). Generalization Performance of the Deep Learning Models in Neurodegenerative Disease Classification. In: 10th International Workshop on Biomedical and Health Informatics (BHI). San Diego, CA, USA, 2019

2018