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Lagos, Tomás; Choi, Junyeong; Segundo, Brittany; Gan, Jianbang; Ntaimo, Lewis; Prokopyev, Oleg A (2025). Bilevel optimization approach for fuel treatment planning. European Journal of Operational Research, 320(1):205-218.
Feng, Chao; Huertas Celdran, Alberto; Von der Assen, Jan; Martínez Beltrán, Enrique Tomás; Bovet, Gérôme; Stiller, Burkhard (2024). DART: A Solution for decentralized federated learning model robustness analysis. Array, 23:100360.
Ruosch, Florian; Kottekulam Vasu, Rosni; Wang, Ruijie; Rossetto, Luca; Bernstein, Abraham (2024). Single-label multi-modal field of research classification. In: Rehm, Georg; Dietze, Stefan; Schimmler, Sonja; Krüger, Frank. Natural Scientific Language Processing and Research Knowledge Graphs. Cham: Springer (Bücher), 224-233.
Sirianni, Giuseppe; Guardone, Alberto; Re, Barbara; Abgrall, Remi (2024). An explicit primitive conservative solver for the Euler equations with arbitrary equation of state. Computers & Fluids, 279:106340.
Vadicamo, Lucia; Arnold, Rahel; Bailer, Werner; Carrara, Fabio; Gurrin, Cathal; Hezel, Nico; Li, Xinghan; Lokoc, Jakub; Lubos, Sebastian; Ma, Zhixin; Messina, Nicola; Nguyen, Thao-Nhu; Peska, Ladislav; Rossetto, Luca; Sauter, Loris; Schöffmann, Klaus; Spiess, Florian; Tran, Minh-Triet; Vrochidis, Stefanos (2024). Evaluating Performance and Trends in Interactive Video Retrieval: Insights From the 12th VBS Competition. IEEE Access, 12:79342-79366.
Eckhardt, Sven; Dolata, Mateusz; Bauer-Hänsel, Ingrid; Schwabe, Gerhard (2024). Conceptualizing Multi-party AI Reliance for Design Research. In: 19th International Conference on Design Science Research in Information Systems and Technology, DESRIST 2024, Trollhättan, Sweden, 3 June 2024 - 5 June 2024. Springer (Bücher), 51-65.
Ruosch, Florian; Kottekulam Vasu, Rosni; Wang, Ruijie; Rossetto, Luca; Bernstein, Abraham (2024). Single-label multi-modal field of research classification. In: International Workshop on Natural Scientific Language Processing and Research Knowledge Graphs, Hersonissos, Crete, Greece, 27 May 2024. Springer (Bücher), 224-233.
Franco, Muriel F; Künzler, Fabian; Von der Assen, Jan; Feng, Chao; Stiller, Burkhard (2024). RCVaR: An economic approach to estimate cyberattacks costs using data from industry reports. Computers and Security, 139:103737.
Ketkov, Sergey S (2024). A study of distributionally robust mixed-integer programming with Wasserstein metric: on the value of incomplete data. European Journal of Operational Research, 313(2):602-615.
Sánchez Sánchez, Pedro Miguel; Huertas Celdran, Alberto; Schenk, Timo; Iten, Adrian Lars Benjamin; Bovet, Gérôme; Pérez, Gregorio Martínez; Stiller, Burkhard (2024). Studying the Robustness of Anti-Adversarial Federated Learning Models Detecting Cyberattacks in IoT Spectrum Sensors. IEEE Transactions on Dependable and Secure Computing, 21(2):573-584.
Sánchez Sánchez, Pedro Miguel; Huertas Celdran, Alberto; Bovet, Gérôme; Martínez Pérez, Gregorio (2024). Single-board device individual authentication based on hardware performance and autoencoder transformer models. Computers and Security, 137:103596.
Gasser, Ralph; Arnold, Rahel; Faber, Fynn; Schuldt, Heiko; Waltenspül, Raphael; Rossetto, Luca (2024). A New Retrieval Engine for Vitrivr. In: Rudinac, Stevan; Hanjalic, Alan; Liem, Cynthia C S; Worring, Marcel; Jónsson, Björn þóR; Liu, Bei; Yamakata, Yoko. MultiMedia Modeling - 30th International Conference. Cham: Springer, 324-331.
Sauter, Loris; Bachmann, Tim; Schuldt, Heiko; Rossetto, Luca (2024). Augmented Reality Photo Presentation and Content-Based Image Retrieval on Mobile Devices with AR-Explorer. In: Rudinac, Stevan; Hanjalic, Alan; Liem, Cynthia C S; Worring, Marcel; Jonsson, Björn Thor; Liu, Bei; Yamakata, Yoko. MultiMedia Modeling - 30th International Conference. Cham: Springer, 265-270.
Spiess, Florian; Rossetto, Luca; Schuldt, Heiko (2024). Exploring Multimedia Vector Spaces with vitrivr-VR. In: Rudinac, Stevan; Hanjalic, Alan; Liem, Cynthia C S; Worring, Marcel; Jónsson, Björn þóR; Liu, Bei; Yamakata, Yoko. MultiMedia Modeling - 30th International Conference. Cham: Springer, 317-323.
Celdran, Alberto Huertas; Sánchez, Pedro Miguel Sánchez; Bovet, Gérôme; Pérez, Gregorio Martínez; Stiller, Burkhard (2024). CyberSpec: Behavioral Fingerprinting for Intelligent Attacks Detection on Crowdsensing Spectrum Sensors. IEEE Transactions on Dependable and Secure Computing, 21(1):284-297.
Schmitt-Koopmann, Felix Maximilian; Huang, Elaine M; Hutter, Hans-Peter; Stadelmann, Thilo; Darvishy, Alireza (2024). Mathnet: a data-centric approach for printed mathematical expression recognition. IEEE Access, 12:76963-76974.
Chen, Yung-Hsin; Ströbel, Phillip Benjamin (2024). TrOCR Meets Language Models: An End-to-End Post-correction Approach. In: ADAPDA, Athens, 2024. Springer (Bücher), 12-26.
Klenner, Manfred; Massey, Dylan; Tron, Susanna (2023). An Italian Verb Lexicon for Sentiment Inference. In: Ninth Italian Conference on Computational Linguistics, Venice, 30 November 2023 - 1 December 2023.
Arpogaus, Marcel; Voss, Marcus; Sick, Beate; Nigge-Uricher, Mark; Dürr, Oliver (2023). Short-Term Density Forecasting of Low-Voltage Load Using Bernstein-Polynomial Normalizing Flows. IEEE Transactions on Smart Grid, 14(6):4902-4911.
Schmitz, Maria-Luisa; Antonietti, Chiara; Consoli, Tessa; Cattaneo, Alberto; Gonon, Philipp; Petko, Dominik (2023). Transformational leadership for technology integration in schools: empowering teachers to use technology in a more demanding way. Computers and Education, 204:104880.
Heitz, Lucien (2023). Classification of Normative Recommender Systems. In: First Workshop on the Normative Design and Evaluation of Recommender Systems (NORMalize 2023) co-located with the 17th ACM Conference on Recommender Systems (RecSys 2023), Singapore, Singapore, 19 September 2023. CEUR-WS, online.
Stähelin, Dario; Dolata, Mateusz; Peyer, Nicolas; Gerber, Felix; Schwabe, Gerhard (2023). Algorithmic Management for Community Health Worker in Sub-Saharan Africa: Curse or Blessing? In: INTERACT 2023 19th IFIP Conference on Human-Computer Interaction, York, 28 August 2023 - 1 September 2023. Springer, 94-114.
Serdült, Uwe; Hofmann, Gabriel; Kovacs, Mate; Sugimoto, Konatsu; Watanabe, Yuuka (2023). E-Participation Maturity Model Development based on the Cases of Germany, Japan and Switzerland. In: International Conference EGOV-CeDEM-ePart 2023, Budapest, 5 September 2023 - 7 September 2023.
Lässig, Francesco; Aceituno, Pau Vilimelis; Sorbaro, Martino; Grewe, Benjamin F (2023). Bio-inspired, task-free continual learning through activity regularization. Biological Cybernetics, 117(4-5):345-361.
Laumer, Simon; Barz, Christiane (2023). Reductions of non-separable approximate linear programs for network revenue management. European Journal of Operational Research, 309(1):252-270.
Bischoff, Robert J; Padilla-Iglesias, Cecilia (2023). A description and sensitivity analysis of the ArchMatNet agent-based model. PeerJ Computer Science, 9:e1419.
Sovrano, Francesco; Ashley, Kevin; Bacchelli, Alberto (2023). Toward Eliminating Hallucinations: GPT-based Explanatory AI for Intelligent Textbooks and Documentation. In: Tokyo’23: Fifth Workshop on Intelligent Textbooks (iTextbooks) at the 24th International Conference on Artificial Intelligence in Education (AIED’2023),, Tokyo, Japan, 3 July 2023 - 7 July 2023. CEUR-WS, 54-65.
Mastropietro, Alfonso; Palumbo, Filippo; Orte, Silvia; Girolami, Michele; Furfari, Francesco; Baronti, Paolo; Candea, Ciprian; Röcke, Christina; Tarro, Lucia; Sykora, Martin; Porcelli, Simone; Rizzo, Giovanna (2023). A multi-domain ontology on healthy ageing for the characterization of older adults status and behaviour. Journal of Ambient Intelligence and Humanized Computing, 14(7):8725-8743.
Frenkel, Charlotte; Bol, David; Indiveri, Giacomo (2023). Bottom-Up and Top-Down Approaches for the Design of Neuromorphic Processing Systems: Tradeoffs and Synergies Between Natural and Artificial Intelligence. Proceedings of the IEEE, 111(6):623-652.
Consoli, Tessa; Désiron, Juliette; Cattaneo, Alberto (2023). What is “technology integration” and how is it measured in K-12 education? A systematic review of survey instruments from 2010 to 2021. Computers and Education, 197:104742.
Krieglstein, Felix; Schneider, Sascha; Gröninger, Jessica; Beege, Maik; Nebel, Steve; Wesenberg, Lukas; Suren, Markus; Rey, Günter Daniel (2023). Exploring the effects of content-related segmentations and metacognitive prompts on learning with whiteboard animations. Computers and Education, 194:104702.
Lafarge, Maxime W; Koelzer, Viktor H (2023). Fine-Grained Hard-Negative Mining: Generalizing Mitosis Detection with a Fifth of the MIDOG 2022 Dataset. In: Sheng, Bin; Aubreville, Marc. Mitosis Domain Generalization and Diabetic Retinopathy Analysis. Cham: Springer, 226-233.
Wood, Ruby; Domingo, Enric; Sirinukunwattana, Korsuk; Lafarge, Maxime W; Koelzer, Viktor H; Maughan, Timothy S; Rittscher, Jens (2023). Joint Prediction of Response to Therapy, Molecular Traits, and Spatial Organisation in Colorectal Cancer Biopsies. In: Greenspan, Hayit; Madabhushi, Anant; Mousavi, Parvin; Salcudean, Septimiu; Duncan, James; Syeda-Mahmood, Tanveer; Taylor, Russell. Medical Image Computing and Computer Assisted Intervention – MICCAI 2023. Cham: Springer, 758-767.
Gómez, Ángel L Perales; Fernández Maimó, Lorenzo; Celdran, Alberto Huertas; Clemente, Félix J García (2023). SUSAN: A Deep Learning based anomaly detection framework for sustainable industry. Sustainable Computing, 37:100842.
Antonietti, Chiara; Schmitz, Maria-Luisa; Consoli, Tessa; Cattaneo, Alberto; Gonon, Philipp; Petko, Dominik (2023). “Development and validation of the ICAP Technology Scale to measure how teachers integrate technology into learning activities”. Computers and Education, 192:104648.
Alizadeh, Meysam; Shapiro, Jacob N (2023). Few-Shot Information Operation Detection Using Active Learning Approach. In: Thomson, Robert L; Al-khateeb, Samer; Burger, Annetta; Park, Patrick; Pyke, Aryn A. Social, Cultural, and Behavioral Modeling. 16th International Conference, SBP-BRiMS 2023, Pittsburgh, PA, USA, September 20–22, 2023, Proceedings. Cham: Springer, 253-262.
Wang, Ruijie; Zhang, Zhiruo; Rossetto, Luca; Ruosch, Florian; Bernstein, Abraham (2023). NLQxform: A Language Model-based Question to SPARQL Transformer. In: Scholarly QALD Challenge @ ISWC 2023, Athens, Greece, 6 November 2023 - 10 November 2023. CEUR-WS, online.
Andrearczyk, Vincent; Oreiller, Valentin; Abobakr, Moamen; Akhavanallaf, Azadeh; Balermpas, Panagiotis; Boughdad, Sarah; Capriotti, Leo; Castelli, Joel; Cheze Le Rest, Catherine; Decazes, Pierre; Correia, Ricardo; El-Habashy, Dina; Elhalawani, Hesham; Fuller, Clifton D; Jreige, Mario; Khamis, Yornna; La Greca, Agustina; Mohamed, Abdallah; Naser, Mohamed; Prior, John O; Ruan, Su; Tanadini-Lang, Stephanie; Tankyevych, Olena; Salimi, Yazdan; Vallières, Martin; Vera, Pierre; Visvikis, Dimitris; Wahid, Kareem; Zaidi, Habib; Hatt, Mathieu; Depeursinge, Adrien (2023). Overview of the HECKTOR Challenge at MICCAI 2022: Automatic Head and Neck Tumor Segmentation and Outcome Prediction in PET/CT. In: Andrearczyk, Vincent; Oreiller, Valentin; Hatt, Mathieu; Depeursinge, Adrien. Head and Neck Tumor Segmentation and Outcome Prediction : Third Challenge, HECKTOR 2022, Held in Conjunction with MICCAI 2022, Singapore, September 22, 2022, Proceedings. Cham: Springer, 1-30.
Li, Sheng-Nan; Spychiger, Florian; Tessone, Claudio (2023). Reward Distribution in Proof-of-Stake Protocols: A Trade-Off Between Inclusion and Fairness. IEEE Access, 11:134136-134145.
Graën, Johannes; Bach, Carme; Cassany, Daniel (2023). Using a bilingual concordancer to promote metalinguistic reflection in the learning of an additional language: The case of B1 learners of Catalan. In: Santos Díaz, Inmaculada Clotilde; Torrado Cespón, Milagros; Díaz Lage, José María; López Pérez, Sidoní. Current Trends on Digital Technologies and Gaming for Teaching and Linguistics. Berlin: Peter Lang, 27-45.
Eckhardt, Sven; Knaeble, Merlin; Bucher, Andreas; Staehelin, Dario; Dolata, Mateusz; Agotai, Doris; Schwabe, Gerhard (2023). “Garbage In, Garbage Out”: Mitigating Human Biases in Data Entry by Means of Artificial Intelligence. In: INTERACT 2023 19th IFIP TC13 International Conference, York, UK, 28 August 2023 - 1 September 2023. Springer, 27-48.
Perales Gómez, Ángel L; Maimó, Lorenzo Fernández; Clemente, Félix J García; Morales, Javier A Maroto; Huertas Celdran, Alberto; Bovet, Gérôme (2022). A Methodology for Evaluating the Robustness of Anomaly Detectors to Adversarial Attacks in Industrial Scenarios. IEEE Access, 10:124582-124594.
Abgrall, Remi; Nassajian Mojarrad, Fatemeh (2022). Conservative scheme compatible with some other conservation laws: Conservation of the local angular momentum. Computers & Fluids, 247:105663.
Buoso, Stefano; Manzoni, Andrea; Alkadhi, Hatem; Kurtcuoglu, Vartan (2022). Stabilized reduced-order models for unsteady incompressible flows in three-dimensional parametrized domains. Computers & Fluids, 246:105604.
Ehrmann, Maud; Romanello, Matteo; Najem-Meyer, Sven; Doucet, Antoine; Clematide, Simon (2022). Extended Overview of HIPE-2022: Named Entity Recognition and Linking in Multilingual Historical Documents. In: Faggioli, Gulielmo; Ferro, Nicola; Hanbury, Alan; Potthast, Martin. Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum (CLEF). Aachen: CEUR-WS, 1038-1063.
Ehrmann, Maud; Romanello, Matteo; Najem-Meyer, Sven; Doucet, Antoine; Clematide, Simon (2022). Overview of HIPE-2022: Named Entity Recognition and Linking in Multilingual Historical Documents. In: Barrón-Cedeño, Alberto; Da San Martino, Giovanni; Degli Esposti, Mirko; Sebastiani, Fabrizio; Macdonald, Craig; Pasini, Gabriella; Hanbury, Allan; Potthast, Martin; Faggioli, Guglielmo; Ferro, Nicola. Experimental IR Meets Multilinguality, Multimodality, and Interaction. Cham: Springer, 423-446.
Seibold, M; Hoch, A; Farshad, M; Navab, N; Fürnstahl, P (2022). Conditional Generative Data Augmentation for Clinical Audio Datasets. ArXiv.org 11570, Cornell University.
Dolata, Mateusz; Aleya, Kiram Ben (2022). Morphological analysis for design science research: The case of human-drone collaboration in emergencies. In: Drechsler, Andreas; Gerber, Aurona; Hevner, Alan. The Transdisciplinary Reach of Design Science Research. DESRIST 2022. Cham: Springer, 17-29.
Schiller, Eryk; Aidoo, Andy; Fuhrer, Jara; Stahl, Jonathan; Ziörjen, Michael; Stiller, Burkhard (2022). Landscape of IoT security. Computer Science Review, 44:1-18.
Ehrmann, Maud; Romanello, Matteo; Doucet, Antoine; Clematide, Simon (2022). Introducing the HIPE 2022 Shared Task: Named Entity Recognition and Linking in Multilingual Historical Documents. In: 44th European Conference on IR Research, ECIR 2022, Stavanger, Norway, 10 April 2022 - 14 April 2022. Springer, 347-354.
Schmitz, Maria-Luisa; Antonietti, Chiara; Cattaneo, Alberto; Gonon, Philipp; Petko, Dominik (2022). When barriers are not an issue: tracing the relationship between hindering factors and technology use in secondary schools across Europe. Computers and Education, 179:104411.
Tanner, Carmen; Schmocker, David; Katsarov, Johannes; Christen, Markus (2022). Educating moral sensitivity in business: An experimental study to evaluate the effectiveness of a serious moral game. Computers and Education, 178:104381.
Zhukova, Anastasia; Hamborg, Felix; Donnay, Karsten; Gipp, Bela (2022). XCoref: Cross-document Coreference Resolution in the Wild. In: Smits, Malte. Information for a Better World: Shaping the Global Future : 17th International Conference, iConference 2022, Virtual Event, February 28 – March 4, 2022, Proceedings, Part I. Cham: Springer, 272-291.
Mächler, Leon; Ezhov, Ivan; Kofler, Florian; Shit, Suprosanna; Paetzold, Johannes C; Loehr, Timo; Zimmer, Claus; Wiestler, Benedikt; Menze, Bjoern H (2022). FedCostWAvg: A New Averaging for Better Federated Learning. In: Crimi, Alessandro; Bakas, Spyridon. Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries. Cham: Springer, 383-391.
Pierrès, Oriane; Darvishy, Alireza (2022). Gauging Awareness of Accessibility in Open Educational Resources. In: Miesenberger, Klaus; Kouroupetroglou, Georgios; Mavrou, Katerina; Manduchi, Roberto; Covarrubias Rodriguez, Mario; Penáz, Petr. Computers Helping People with Special Needs. Lecco: Springer, 335-342.
Lüdke, David; Amiranashvili, Tamaz; Ambellan, Felix; Ezhov, Ivan; Menze, Bjoern H; Zachow, Stefan (2022). Landmark-Free Statistical Shape Modeling Via Neural Flow Deformations. In: Wang, Linwei; Dou, Qi; Fletcher, Thomas P; Speidel, Stefanie; Liu, Shuo. Medical Image Computing and Computer Assisted Intervention : MICCAI 2022. Cham: Springer, 453-463.
Bernal, Sergio López; Celdrán, Alberto Huertas; Pérez, Gregorio Martínez (2022). Neuronal Jamming cyberattack over invasive BCIs affecting the resolution of tasks requiring visual capabilities. Computers & Security, 112:102534.
Gigilashvili, Davit; Trumpy, Giorgio (2022). Appearance Manipulation in Spatial Augmented Reality using Image Differences. CEUR Workshop Proceedings, 3271(12):online.
Eckhardt, Sven; Sprenkamp, Kilian; Zavolokina, Liudmila; Bauer, Ingrid; Schwabe, Gerhard (2022). Can Artificial Intelligence Help Used-Car Dealers Survive in a Data-driven Used-Car Market? In: DESRIST 2022: 17th International Conference on Design Science Research in Information Systems and Technology, St Petersburg, FL, USA, 1 June 2022 - 3 June 2022, University of South Florida.
Chen, Qing; Lachish, Oded; Helmer, Sven; Böhlen, Michael Hanspeter (2022). Dynamic Spanning Trees for Connectivity Queries on Fully-dynamic Undirected Graphs. Proceedings of the VLDB Endowment, 15(11):3263-3276.
Sun, Zhaoning; Messikommer, Nico; Gehrig, Daniel; Scaramuzza, Davide (2022). ESS: Learning Event-Based Semantic Segmentation from Still Images. Lecture Notes in Computer Science, 13694:341-357.
Spring, Nicolas; Kostrzewa, Marek; Rios, Annette; Ebling, Sarah (2022). Ensembling and Score-Based Filtering in Sentence Alignment for Automatic Simplification of German Texts. In: International Conference on Human-Computer Interaction (HCII 2022). Universal Access in Human-Computer Interaction. Novel Design Approaches and Technologies., Virtual, 26 June 2022 - 1 July 2022. Springer, 137-149.
Bouhadjar, Younes; Moruzzi, Caterina; Payvand, Melika (2022). Prediction: An Algorithmic Principle Meeting Neuroscience and Machine Learning Halfway. In: 3rd Human-Like Computing Workshop (HLC 2022) co-located with the 2nd International Joint Conference on Learning and Reasoning (IJCLR 2022), Berkshire, UK, 28 September 2022 - 30 September 2022. CEUR-WS, 46-52.
Cheng, Yuang; Ding, Yue; Foucher, Sebastien; Pascual, Damián; Richter, Oliver; Volk, Martin; Wattenhofer, Roger (2021). WikiFlash: Generating Flashcards from Wikipedia Articles. In: Mantoro, T; et al. Neural Information Processing. ICONIP 2021. Lecture Notes in Computer Science. Cham: Springer, 138-149.
Basu, Chandrayee; Kottekulam Vasu, Rosni; Yasunaga, Michihiro; Kim, Sohyeong; Yang, Qian (2021). Automatic Medical Text Simplification: Challenges of Data Quality and Curation. In: HUMAN@ AAAI Fall Symposium, Virtual, 4 November 2021 - 6 November 2021. CEUR-WS, online.
Kebiri, Hamza; Lajous, Helena; Aleman-Gomez, Yasser; Girard, Gabriel; Rodriguez, Erick Canales; Tourbier, Sebastien; Pizzolato, M; Ledoux, Jean-Baptiste; Fornari, Eleonora; Jakab, András (2021). Quantitative Evaluation of Enhanced Multi-plane Clinical Fetal Diffusion MRI with a Crossing-Fiber Phantom. In: Cetin-Karayumak, Suheyla; Christiaens, Daan; Figini, Matteo; Guevara, Pamela; Gyori, Noemi; Nath, Vishwesh; Pieciak, Tomasz. Computational Diffusion MRI. CDMRI: International Workshop on Computational Diffusion MRI: Springer, 12-22.
Ackermann, Joëlle; Wieland, M; Hoch, Armando; Ganz, R; Snedeker, J G; Oswald, M R; Pollefeys, Marc; Zingg, P O; Esfandiari, H; Fürnstahl, Philipp (2021). A New Approach to Orthopedic Surgery Planning Using Deep Reinforcement Learning and Simulation. In: de Bruijne, M; Cattin, P C; Cotin, S; Padoy, N; Speidel, S; Zheng, Y; Essert, C. Medical Image Computing and Computer Assisted Intervention – MICCAI 2021. Switzerland: Springer, 540-549.
Klenner, Manfred; Göhring, Anne (2021). The Detection of Actors for German. In: Ekštein, K; Pártl, F; Konopík, M. Text, Speech, and Dialogue. TSD 2021. Lecture Notes in Computer Science. Cham: Springer, 105-110.
Rossetto, Luca; Gasser, Ralph; Sauter, Loris; Bernstein, Abraham; Schuldt, Heiko (2021). A System for Interactive Multimedia Retrieval Evaluations. In: International Conference on Multimedia Modeling, Prague, 22 July 2021 - 24 July 2021. Springer, 385-390.
Spiess, Florian; Gasser, Ralph; Heller, Silvan; Rossetto, Luca; Sauter, Loris; Schuldt, Heiko (2021). Competitive interactive video retrieval in virtual reality with vitrivr-VR. In: International Conference on Multimedia Modeling, Prague, 22 July 2021 - 24 July 2021. Springer, 441-447.
Rossetto, Luca; Baumgartner, Matthias; Ashena, Narges; Ruosch, Florian; Pernisch, Romana; Heitz, Lucien; Bernstein, Abraham (2021). VideoGraph – Towards Using Knowledge Graphs for Interactive Video Retrieval. In: International Conference on Multimedia Modeling, Prague, 22 July 2021 - 24 July 2021. Springer, 417-422.
Tuia, Devis; Roscher, Ribana; Wegner, Jan Dirk; Jacobs, Nathan; Zhu, Xiaoxiang; Camps-Valls, Gustau (2021). Toward a Collective Agenda on AI for Earth Science Data Analysis. Proceedings of the IEEE, 9(2):88-104.
Sánchez Sánchez, Pedro Miguel; Fernández Maimó, Lorenzo; Huertas Celdrán, Alberto; Martínez Pérez, Gregorio (2021). AuthCODE: A privacy-preserving and multi-device continuous authentication architecture based on machine and deep learning. Computers and Security, 103:102168.
Kyriakou, Athina; Klampanos, Iraklis A. (2021). MRbox: Simplifying Working with Remote Heterogeneous Analytics and Storage Services via Localised Views. In: EDBT/ICDT 2021 Joint Conference, Nicosia, Cyprus, 23 March 2021 - 26 March 2021.
Zhukova, Anastasia; Hamborg, Felix; Donnay, Karsten; Gipp, Bela (2021). Concept identification of directly and indirectly related mentions referring to groups of persons. In: Toeppe, Katharina; Yan, Hui; Chu, Samuel Kai Wah. Diversity, divergence, dialogue. Cham: Springer, 514-526.
Hamborg, Felix; Donnay, Karsten; Gipp, Bela (2021). Towards target-dependent sentiment classification in news articles. In: Toeppe, Katharina; Yan, Hui; Chu, Samuel Kai Wah. Diversity, divergence, dialogue. Cham: Springer, 156-166.
Piñero-Fuentes, Enrique; Canas-Moreno, Salvador; Rios-Navarro, Antonio; Delbruck, Tobi; Linares-Barranco, Alejandro (2021). Autonomous Driving of a Rover-Like Robot Using Neuromorphic Computing. In: Rojas, Ignacio; Joya, Gonzalo; Català, Andreu. IWANN 2021: Advances in Computational Intelligence. Cham: Springer, 57-68.
Stoev, Teodor; Ferrario, Andrea; Demiray, Burcu; Luo, Minxia; Martin, Mike; Yordanova, Kristina (2021). Coping With Imbalanced Data in the Automated Detection of Reminiscence From Everyday Life Conversations of Older Adults. IEEE Access, 9:116540-116551.
Baumann, Philipp F M; Hothorn, Torsten; Rügamer, David (2021). Deep Conditional Transformation Models. In: Oliver, Nuria; et al. Machine Learning and Knowledge Discovery in Databases. Research Track. Switzerland: Springer, 3-18.
Makhortykh, Mykola; Urman, Aleksandra; Ulloa, Roberto (2021). Detecting Race and Gender Bias in Visual Representation of AI on Web Search Engines. In: Boratto, Ludovico; Faralli, Stefano; Marras, Mirko; Stilo, Giovanni. Advances in Bias and Fairness in Information Retrieval. Cham: Springer (Bücher), 36-50.
Tinani, Simran; Rosenthal, Joachim (2021). Existence and cardinality of k-normal elements in finite fields. In: Bajard, Jean Claude; Topuzoğlu, Alev. Arithmetic of Finite Fields. Cham, Switzerland: Springer, 255-271.
Li, Hongwei; Xue, Fei-Fei; Chaitanya, Krishna; Luo, Shengda; Ezhov, Ivan; Wiestler, Benedikt; Zhang, Jianguo; Menze, Bjoern (2021). Imbalance-Aware Self-supervised Learning for 3D Radiomic Representations. In: de Buijne, Marleen; Cotin, Stéphane; Speidel, Stefanie; Zhen, Yefeng; Essert, Caroline. Medical Immage Computing and Computer Assisted Intervention - MICCAI 2021. Strasbourg: Springer, 36-46.
Serbaeva, Olga; White, Stephen (2021). READ for Solving Manuscript Riddles: A Preliminary Study of the Manuscripts of the 3rd ṣaṭka of the Jayadrathayāmala. In: Barney Smith, Elisa; Pal, Umapada. Document Analysis and Recognition – ICDAR 2021 Workshops, Lausanne, Switzerland, September 5–10, 2021 Proceedings, Part 2. Cham: Springer, 339-348.
Sadafi, Ario; Makhro, Asya; Livshits, Leonid; Navab, Nassir; Bogdanova, Anna; Albarqouni, Shadi; Marr, Carsten (2021). Sickle Cell Disease Severity Prediction from Percoll Gradient Images Using Graph Convolutional Networks. In: Albarqouni, Shadi; Cardoso, M. Jorge; Dou, Qi; Kamnitsas, Konstantinos; Khanal, Bishesh; Rekik, Islem; Rieke, Nicola; Sheet, Debdoot; Tsaftaris, Sotirios; Xu, Daguang; Xu, Ziyue. Domain Adaptation and Representation Transfer, and Affordable Healthcare and AI for Resource Diverse Global Health. Springer, Cham: Springer, 216-225.
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