Hugo Lewi Hammer

89 papers A* 1A 5B 5C 7Misc 4Journal 45Unranked 22

Year	Rank	Type	Title / Venue / Authors
2026	A	`conf`	Calliope: A TTS-based Narrated E-book Creator Ensuring Exact Synchronization, Privacy, and Layout Fidelity. MMSys Hugo Lewi Hammer, Vajira Thambawita, Pål Halvorsen
2026	J	`jnl`	Calliope: A TTS-based Narrated E-book Creator Ensuring Exact Synchronization, Privacy, and Layout Fidelity. CoRR Hugo Lewi Hammer, Vajira Thambawita, Pål Halvorsen
2026	J	`jnl`	ECG-IMN: Interpretable Mesomorphic Neural Networks for 12-Lead Electrocardiogram Interpretation. CoRR Vajira Thambawita, Jonas Isaksen, Jørgen K. Kanters, Hugo Lewi Hammer, Pål Halvorsen
2026	J	`jnl`	Explainability of machine learning models under missing data. Appl. Soft Comput. Tuan L. Vo, Thu Nguyen, Luis M. Lopez-Ramos, Hugo Lewi Hammer, Michael A. Riegler, Pål Halvorsen
2026	J	`jnl`	Knowledge-Guided Retrieval-Augmented Generation for Zero-Shot Psychiatric Data: Privacy Preserving Synthetic Data Generation. CoRR Adam Jakobsen, Sushant Gautam, Hugo Lewi Hammer, Susanne Olofsdotter, Miriam S. Johanson, Pål Halvorsen, Vajira Thambawita
2026	J	`jnl`	The Climber's Grip - Personalized Deep Learning Models for Fear and Muscle Activity in Climbing. CoRR Matthias Boeker, Dana Swarbrick, Ulysse Côté Allard, Marc T. P. Adam, Hugo Lewi Hammer, Pål Halvorsen
2026	J	`jnl`	Uncertainty in deep learning for EEG under dataset shifts. Artif. Intell. Medicine Mats Tveter, Thomas Tveitstøl, Christoffer Hatlestad-Hall, Hugo Lewi Hammer, Ira R. J. Hebold Haraldsen
2025	J	`jnl`	Evaluating gradient-based explanation methods for neural network ECG analysis using heatmaps. J. Am. Medical Informatics Assoc. Andrea M. Storås, Steffen Mæland, Jonas Isaksen, Steven Alexander Hicks, Vajira Thambawita, Claus Graff, Hugo Lewi Hammer, Pål Halvorsen, Michael Alexander Riegler, Jørgen K. Kanters
2025	B	`conf`	Explanation Supported Learning: Improving Prediction Performance with Explainable Artificial Intelligence. CBMS Adrian Duric, Jim Tørresen, Michael A. Riegler, Hugo Lewi Hammer
2025	J	`jnl`	Using Large Language Models to Suggest Informative Prior Distributions in Bayesian Statistics. CoRR Michael A. Riegler, Kristoffer H. Hellton, Vajira Thambawita, Hugo Lewi Hammer
2024	J	`jnl`	Advancing EEG prediction with deep learning and uncertainty estimation. Brain Informatics Mats Tveter, Thomas Tveitstøl, Christoffer Hatlestad-Hall, Ana S. Pérez T., Erik Taubøll, Anis Yazidi, Hugo Lewi Hammer, Ira R. J. Hebold Haraldsen
2024	J	`jnl`	Advancing sleep detection by modelling weak label sets: A novel weakly supervised learning approach. CoRR Matthias Boeker, Vajira Thambawita, Michael Riegler, Pål Halvorsen, Hugo Lewi Hammer
2024	J	`jnl`	Classifying Dry Eye Disease Patients from Healthy Controls Using Machine Learning and Metabolomics Data. CoRR Sajad Amouei Sheshkal, Morten Gundersen, Michael Alexander Riegler, Øygunn Aass Utheim, Kjell Gunnar Gundersen, Hugo Lewi Hammer
2024	J	`jnl`	Efficient Estimation of Generative Models Using Tukey Depth. Algorithms Minh-Quan Vo, Thu Nguyen, Michael A. Riegler, Hugo Lewi Hammer
2024	J	`jnl`	Explainability of Machine Learning Models under Missing Data. CoRR Tuan L. Vo, Thu Nguyen, Hugo Lewi Hammer, Michael A. Riegler, Pål Halvorsen
2024	—	`conf`	Predictive Modelling of Muscle Fatigue in Climbing. MMSports@MM Matthias Boeker, Dana Swarbrick, Ulysse Côté Allard, Michael Alexander Riegler, Pål Halvorsen, Hugo Lewi Hammer
2023	J	`jnl`	Affect Recognition in Muscular Response Signals. IEEE Access Matthias Boeker, Petter Jakobsen, Michael A. Riegler, Lena Antonsen Stabell, Ole Bernt Fasmer, Pål Halvorsen, Hugo Lewi Hammer
2023	J	`jnl`	Efficient quantile tracking using an oracle. Appl. Intell. Hugo Lewi Hammer, Anis Yazidi, Michael A. Riegler, Håvard Rue
2023	J	`jnl`	Introducing Region Based Pooling for handling a varied number of EEG channels for deep learning models. Frontiers Neuroinformatics Thomas Tveitstøl, Mats Tveter, Ana S. Pérez T., Christoffer Hatlestad-Hall, Anis Yazidi, Hugo Lewi Hammer, Ira R. J. Hebold Haraldsen
2023	B	`conf`	ML-Peaks: CHIP-Seq Peak Detection Pipeline using Machine Learning Techniques. CBMS Sajad Amouei Sheshkal, Michael Alexander Riegler, Hugo Lewi Hammer
2023	J	`jnl`	Predicting Cell Cleavage Timings from Time-Lapse Videos of Human Embryos. Big Data Cogn. Comput. Akriti Sharma, Ayaz Z. Ansari, Radhika Kakulavarapu, Mette H. Stensen, Michael A. Riegler, Hugo Lewi Hammer
2023	J	`jnl`	Prediction of schizophrenia from activity data using hidden Markov model parameters. Neural Comput. Appl. Matthias Boeker, Hugo Lewi Hammer, Michael A. Riegler, Pål Halvorsen, Petter Jakobsen
2023	—	`conf`	Principal Components Analysis Based Frameworks for Efficient Missing Data Imputation Algorithms. ACIIDS (Companion) Thu Nguyen, Hoang Thien Ly, Michael Alexander Riegler, Pål Halvorsen, Hugo Lewi Hammer
2022	—	`conf`	Automatic Unsupervised Clustering of Videos of the Intracytoplasmic Sperm Injection (ICSI) Procedure. NAIS Andrea M. Storås, Michael A. Riegler, Trine B. Haugen, Vajira Thambawita, Steven Alexander Hicks, Hugo Lewi Hammer, Radhika Kakulavarapu, Pål Halvorsen, Mette H. Stensen
2022	—	`conf`	Detecting Human Embryo Cleavage Stages Using YOLO V5 Object Detection Algorithm. NAIS Akriti Sharma, Mette H. Stensen, Erwan Delbarre, Momin Naushad Siddiqui, Trine B. Haugen, Michael A. Riegler, Hugo Lewi Hammer
2022	—	`conf`	Explainable Artificial Intelligence for Human Embryo Cell Cleavage Stages Analysis. ICDAR@ICMR Akriti Sharma, Mette H. Stensen, Erwan Delbarre, Trine B. Haugen, Hugo Lewi Hammer
2022	J	`jnl`	VISEM-Tracking: Human Spermatozoa Tracking Dataset. CoRR Vajira Thambawita, Steven Alexander Hicks, Andrea M. Storås, Thu Nguyen, Jorunn M. Andersen, Oliwia Witczak, Trine B. Haugen, Hugo Lewi Hammer, Pål Halvorsen, Michael A. Riegler
2021	J	`jnl`	Achieving Fair Load Balancing by Invoking a Learning Automata-Based Two-Time-Scale Separation Paradigm. IEEE Trans. Neural Networks Learn. Syst. Anis Yazidi, Ismail Hassan, Hugo Lewi Hammer, B. John Oommen
2021	J	`jnl`	Artificial Intelligence in Dry Eye Disease. CoRR Andrea M. Storås, Inga Strümke, Michael A. Riegler, Jakob Grauslund, Hugo Lewi Hammer, Anis Yazidi, Pål Halvorsen, Kjell G. Gundersen, Tor Paaske Utheim, Catherine Jackson
2021	B	`conf`	Diagnosing Schizophrenia from Activity Records using Hidden Markov Model Parameters. CBMS Matthias Boeker, Michael A. Riegler, Hugo Lewi Hammer, Pål Halvorsen, Ole Bernt Fasmer, Petter Jakobsen
2021	J	`jnl`	Enhanced Equivalence Projective Simulation: A Framework for Modeling Formation of Stimulus Equivalence Classes. Neural Comput. Asieh Abolpour Mofrad, Anis Yazidi, Samaneh Abolpour Mofrad, Hugo Lewi Hammer, Erik Arntzen
2021	J	`jnl`	Game-Theoretic Learning for Sensor Reliability Evaluation Without Knowledge of the Ground Truth. IEEE Trans. Cybern. Anis Yazidi, Hugo Lewi Hammer, Konstantin E. Samouylov, Enrique Herrera-Viedma
2021	—	`conf`	HTAD: A Home-Tasks Activities Dataset with Wrist-Accelerometer and Audio Features. MMM (2) Enrique Garcia-Ceja, Vajira Thambawita, Steven Alexander Hicks, Debesh Jha, Petter Jakobsen, Hugo Lewi Hammer, Pål Halvorsen, Michael A. Riegler
2021	A	`conf`	HYPERAKTIV: An Activity Dataset from Patients with Attention-Deficit/Hyperactivity Disorder (ADHD). MMSys Steven Alexander Hicks, Andrea Stautland, Ole Bernt Fasmer, Wenche Førland, Hugo Lewi Hammer, Pål Halvorsen, Kristin Mjeldheim, Ketil Joachim Oedegaard, Berge Osnes, Vigdis Elin Giæver Syrstad, Michael Alexander Riegler, Petter Jakobsen
2021	J	`jnl`	Joint tracking of multiple quantiles through conditional quantiles. Inf. Sci. Hugo Lewi Hammer, Anis Yazidi, Håvard Rue
2021	J	`jnl`	Prediction of Cloud Fractional Cover Using Machine Learning. Big Data Cogn. Comput. Hanna Svennevik, Michael A. Riegler, Steven Hicks, Trude Storelvmo, Hugo Lewi Hammer
2021	J	`jnl`	SinGAN-Seg: Synthetic Training Data Generation for Medical Image Segmentation. CoRR Vajira Thambawita, Pegah Salehi, Sajad Amouei Sheshkal, Steven Alexander Hicks, Hugo Lewi Hammer, Sravanthi Parasa, Thomas de Lange, Pål Halvorsen, Michael A. Riegler
2021	—	`conf`	Temperature Forecasting using Tower Networks. ICDAR@ICMR Siri S. Eide, Michael A. Riegler, Hugo Lewi Hammer, John Bjørnar Bremnes
2021	J	`jnl`	Unraveling the Impact of Land Cover Changes on Climate Using Machine Learning and Explainable Artificial Intelligence. Big Data Cogn. Comput. Anastasiia Kolevatova, Michael A. Riegler, Francesco Cherubini, Xiangping Hu, Hugo Lewi Hammer
2020	J	`jnl`	A hemodynamic decomposition model for detecting cognitive load using functional near-infrared spectroscopy. CoRR Marco A. Pinto-Orellana, Diego C. Nascimento, Peyman Mirtaheri, Rune Jonassen, Anis Yazidi, Hugo Lewi Hammer
2020	A*	`conf`	ACM Multimedia BioMedia 2020 Grand Challenge Overview. ACM Multimedia Steven Alexander Hicks, Vajira Thambawita, Hugo Lewi Hammer, Trine B. Haugen, Jorunn M. Andersen, Oliwia Witczak, Pål Halvorsen, Michael A. Riegler
2020	J	`jnl`	An Extensive Study on Cross-Dataset Bias and Evaluation Metrics Interpretation for Machine Learning Applied to Gastrointestinal Tract Abnormality Classification. ACM Trans. Comput. Heal. Vajira Thambawita, Debesh Jha, Hugo Lewi Hammer, Håvard D. Johansen, Dag Johansen, Pål Halvorsen, Michael A. Riegler
2020	J	`jnl`	An Extensive Study on Cross-Dataset Bias and Evaluation Metrics Interpretation for Machine Learning applied to Gastrointestinal Tract Abnormality Classification. CoRR Vajira Thambawita, Debesh Jha, Hugo Lewi Hammer, Håvard D. Johansen, Dag Johansen, Pål Halvorsen, Michael A. Riegler
2020	C	`conf`	Analysis of Optical Brain Signals Using Connectivity Graph Networks. CD-MAKE Marco Antonio Pinto-Orellana, Hugo Lewi Hammer
2020	J	`jnl`	Dyadic Aggregated Autoregressive Model (DASAR) for Automatic Modulation Classification. IEEE Access Marco Antonio Pinto-Orellana, Hugo Lewi Hammer
2020	J	`jnl`	Equivalence Projective Simulation as a Framework for Modeling Formation of Stimulus Equivalence Classes. Neural Comput. Asieh Abolpour Mofrad, Anis Yazidi, Hugo Lewi Hammer, Erik Arntzen
2020	A	`conf`	PMData: a sports logging dataset. MMSys Vajira Thambawita, Steven Alexander Hicks, Hanna Borgli, Håkon Kvale Stensland, Debesh Jha, Martin Kristoffer Svensen, Svein Arne Pettersen, Dag Johansen, Håvard Dagenborg Johansen, Susann Dahl Pettersen, Simon Nordvang, Sigurd Pedersen, Anders T. Gjerdrum, Tor-Morten Grønli, Per Morten Fredriksen, Ragnhild Eg, Kjeld Hansen, Siri Fagernes, Christine Claudi, Andreas Biørn-Hansen, Duc-Tien Dang-Nguyen, Tomas Kupka, Hugo Lewi Hammer, Ramesh C. Jain, Michael Alexander Riegler, Pål Halvorsen
2020	J	`jnl`	Smooth estimates of multiple quantiles in dynamically varying data streams. Pattern Anal. Appl. Hugo Lewi Hammer, Anis Yazidi
2020	—	`conf`	The EndoTect 2020 Challenge: Evaluation and Comparison of Classification, Segmentation and Inference Time for Endoscopy. ICPR Workshops (8) Steven Alexander Hicks, Debesh Jha, Vajira Thambawita, Pål Halvorsen, Hugo Lewi Hammer, Michael A. Riegler
2020	A	`conf`	Toadstool: a dataset for training emotional intelligent machines playing Super Mario Bros. MMSys Henrik Svoren, Vajira Thambawita, Pål Halvorsen, Petter Jakobsen, Enrique Garcia-Ceja, Farzan Majeed Noori, Hugo Lewi Hammer, Mathias Lux, Michael Alexander Riegler, Steven Alexander Hicks
2020	J	`jnl`	Tracking of multiple quantiles in dynamically varying data streams. Pattern Anal. Appl. Hugo Lewi Hammer, Anis Yazidi, Håvard Rue
2019	J	`jnl`	A new quantile tracking algorithm using a generalized exponentially weighted average of observations. Appl. Intell. Hugo Lewi Hammer, Anis Yazidi, Håvard Rue
2019	J	`jnl`	Evaluation of the criticality of in vitro neuronal networks: Toward an assessment of computational capacity. CoRR Kristine Heiney, Vibeke Devold Valderhaug, Ioanna Sandvig, Axel Sandvig, Gunnar Tufte, Hugo Lewi Hammer, Stefano Nichele
2019	C	`conf`	GANEx: A complete pipeline of training, inference and benchmarking GAN experiments. CBMI Vajira Thambawita, Hugo Lewi Hammer, Michael Riegler, Pål Halvorsen
2019	J	`jnl`	Machine Learning-Based Analysis of Sperm Videos and Participant Data for Male Fertility Prediction. CoRR Steven Alexander Hicks, Jorunn M. Andersen, Oliwia Witczak, Vajira Thambawita, Pål Halvorsen, Hugo Lewi Hammer, Trine B. Haugen, Michael A. Riegler
2019	—	`conf`	Medico Multimedia Task at MediaEval 2019. MediaEval Steven Alexander Hicks, Pål Halvorsen, Trine B. Haugen, Jorunn M. Andersen, Oliwia Witczak, Konstantin Pogorelov, Hugo Lewi Hammer, Duc-Tien Dang-Nguyen, Mathias Lux, Michael Riegler
2019	J	`jnl`	On solving the SPL problem using the concept of probability flux. Appl. Intell. Asieh Abolpour Mofrad, Anis Yazidi, Hugo Lewi Hammer
2019	—	`conf`	Predicting Sperm Motility and Morphology Using Deep Learning and Handcrafted Features. MediaEval Steven Alexander Hicks, Pål Halvorsen, Trine B. Haugen, Jorunn M. Andersen, Oliwia Witczak, Konstantin Pogorelov, Hugo Lewi Hammer, Duc-Tien Dang-Nguyen, Mathias Lux, Michael Riegler
2019	C	`conf`	Semantic Analysis of Soccer News for Automatic Game Event Classification. CBMI Aanund Jupskås Nordskog, Pål Halvorsen, Steven Alexander Hicks, Håkon Kvale Stensland, Hugo Lewi Hammer, Dag Johansen, Michael A. Riegler
2019	C	`conf`	THREAT: A Large Annotated Corpus for Detection of Violent Threats. CBMI Hugo Lewi Hammer, Michael A. Riegler, Lilja Øvrelid, Erik Velldal
2019	J	`jnl`	Two-time scale learning automata: an efficient decision making mechanism for stochastic nonlinear resource allocation. Appl. Intell. Anis Yazidi, Hugo Lewi Hammer, Tore Møller Jonassen
2019	A	`conf`	VISEM: a multimodal video dataset of human spermatozoa. MMSys Trine B. Haugen, Steven Alexander Hicks, Jorunn M. Andersen, Oliwia Witczak, Hugo Lewi Hammer, Rune Johan Borgli, Pål Halvorsen, Michael Riegler
2018	—	`conf`	A Novel Incremental Quantile Estimator Using the Magnitude of the Observations. MED Hugo Lewi Hammer, Anis Yazidi
2018	J	`jnl`	A Queue Model for Reliable Forecasting of Future CPU Consumption. Mob. Networks Appl. Hugo Lewi Hammer, Anis Yazidi, Alfred Bratterud, Hårek Haugerud, Boning Feng
2018	—	`conf`	Efficient Tracking of Statistical Properties of Data Streams with Rapid Changes. MED Hugo Lewi Hammer, Anis Yazidi
2018	J	`jnl`	On the classification of dynamical data streams using novel "Anti-Bayesian" techniques. Pattern Recognit. Hugo Lewi Hammer, Anis Yazidi, B. John Oommen
2018	J	`jnl`	Parameter estimation in abruptly changing dynamic environments using stochastic learning weak estimator. Appl. Intell. Hugo Lewi Hammer, Anis Yazidi
2018	Misc	`conf`	Quantile Estimation Based on the Principles of the Search on the Line. AIAI Anis Yazidi, Hugo Lewi Hammer
2018	J	`jnl`	Solving stochastic nonlinear resource allocation problems using continuous learning automata. Appl. Intell. Anis Yazidi, Hugo Lewi Hammer
2018	—	`conf`	The Medico-Task 2018: Disease Detection in the Gastrointestinal Tract Using Global Features and Deep Learning. MediaEval Vajira Thambawita, Debesh Jha, Michael Riegler, Pål Halvorsen, Hugo Lewi Hammer, Håvard D. Johansen, Dag Johansen
2018	J	`jnl`	The Medico-Task 2018: Disease Detection in the Gastrointestinal Tract using Global Features and Deep Learning. CoRR Vajira Thambawita, Debesh Jha, Michael Riegler, Pål Halvorsen, Hugo Lewi Hammer, Håvard D. Johansen, Dag Johansen
2017	J	`jnl`	"Anti-Bayesian" flat and hierarchical clustering using symmetric quantiloids. Inf. Sci. Hugo Lewi Hammer, Anis Yazidi, B. John Oommen
2017	C	`conf`	A Higher-Fidelity Frugal Quantile Estimator. ADMA Anis Yazidi, Hugo Lewi Hammer, B. John Oommen
2017	—	`conf`	Incremental Quantiles Estimators for Tracking Multiple Quantiles. IEA/AIE (1) Hugo Lewi Hammer, Anis Yazidi
2017	B	`conf`	On using novel "Anti-Bayesian" techniques for the classification of dynamical data streams. CEC Hugo Lewi Hammer, Anis Yazidi, B. John Oommen
2017	—	`conf`	Solving Stochastic Point Location Problem in a Dynamic Environment with Weak Estimation. RACS Asieh Abolpour Mofrad, Anis Yazidi, Hugo Lewi Hammer
2017	B	`conf`	The concept of workload delay as a quality-of-service metric for consolidated cloud environments with deadline requirements. NCA Evangelos Tasoulas, Hugo Lewi Hammer, Hårek Haugerud, Anis Yazidi, Alfred Bratterud, Boning Feng
2017	—	`conf`	Two-Timescale Learning Automata for Solving Stochastic Nonlinear Resource Allocation Problems. IEA/AIE (1) Anis Yazidi, Hugo Lewi Hammer, Tore Møller Jonassen
2016	C	`conf`	"Anti-Bayesian" Flat and Hierarchical Clustering Using Symmetric Quantiloids. IEA/AIE Anis Yazidi, Hugo Lewi Hammer, B. John Oommen
2016	—	`conf`	Automatic Detection of Hateful Comments in Online Discussion. INISCOM Hugo Lewi Hammer
2016	—	`conf`	Improving Classification of Tweets Using Linguistic Information from a Large External Corpus. INISCOM Hugo Lewi Hammer, Anis Yazidi, Aleksander Bai, Paal Engelstad
2016	Misc	`conf`	Improving classification of tweets using word-word co-occurrence information from a large external corpus. SAC Hugo Lewi Hammer, Anis Yazidi, Aleksander Bai, Paal E. Engelstad
2016	—	`conf`	Recovering Request Patterns to a CPU Processor from Observed CPU Consumption Data. INISCOM Hugo Lewi Hammer, Anis Yazidi, Alfred Bratterud, Hårek Haugerud, Boning Feng
2016	Misc	`conf`	Reliable modeling of CPU usage in an office worker environment. SAC Hugo Lewi Hammer, Anis Yazidi, Kyrre M. Begnum
2016	—	`conf`	Threat detection in online discussions. WASSA@NAACL-HLT Aksel Wester, Lilja Øvrelid, Erik Velldal, Hugo Lewi Hammer
2015	C	`conf`	A Novel Clustering Algorithm Based on a Non-parametric "Anti-Bayesian" Paradigm. IEA/AIE Hugo Lewi Hammer, Anis Yazidi, B. John Oommen
2015	Misc	`conf`	On Enhancing the Label Propagation Algorithm for Sentiment Analysis Using Active Learning with an Artificial Oracle. ICAISC Anis Yazidi, Hugo Lewi Hammer, Aleksander Bai, Paal Engelstad
2014	—	`conf`	Detecting Threats of Violence in Online Discussions Using Bigrams of Important Words. JISIC Hugo Lewi Hammer
2014	—	`conf`	Sentiment classification of online political discussions: a comparison of a word-based and dependency-based method. WASSA@ACL Hugo Lewi Hammer, Per Erik Solberg, Lilja Øvrelid