Hugo Lewi Hammer

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 73

Top Topics

Equivalence Class

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Top Venues

Publications

Sajad Amouei Sheshkal, Morten Gundersen, Michael Alexander Riegler, Øygunn Aass Utheim, Kjell Gunnar Gundersen, Hugo Lewi Hammer
Classifying Dry Eye Disease Patients from Healthy Controls Using Machine Learning and Metabolomics Data. CoRR (2024)
Matthias Boeker, Vajira Thambawita, Michael Riegler, Pål Halvorsen, Hugo Lewi Hammer
Advancing sleep detection by modelling weak label sets: A novel weakly supervised learning approach. CoRR (2024)
Minh-Quan Vo, Thu Nguyen, Michael A. Riegler, Hugo Lewi Hammer
Efficient Estimation of Generative Models Using Tukey Depth. Algorithms 17 (3) (2024)
Matthias Boeker, Hugo Lewi Hammer, Michael A. Riegler, Pål Halvorsen, Petter Jakobsen
Prediction of schizophrenia from activity data using hidden Markov model parameters. Neural Comput. Appl. 35 (8) (2023)
Thu Nguyen, Hoang Thien Ly, Michael Alexander Riegler, Pål Halvorsen, Hugo Lewi Hammer
Principal Components Analysis Based Frameworks for Efficient Missing Data Imputation Algorithms. ACIIDS (Companion) (2023)
Akriti Sharma, Ayaz Z. Ansari, Radhika Kakulavarapu, Mette H. Stensen, Michael A. Riegler, Hugo Lewi Hammer
Predicting Cell Cleavage Timings from Time-Lapse Videos of Human Embryos. Big Data Cogn. Comput. 7 (2) (2023)
Sajad Amouei Sheshkal, Michael Alexander Riegler, Hugo Lewi Hammer
ML-Peaks: CHIP-Seq Peak Detection Pipeline using Machine Learning Techniques. CBMS (2023)
Thomas Tveitstøl, Mats Tveter, Ana S. Pérez T., Christoffer Hatlestad-Hall, Anis Yazidi, Hugo Lewi Hammer, Ira R. J. Hebold Haraldsen
Introducing Region Based Pooling for handling a varied number of EEG channels for deep learning models. Frontiers Neuroinformatics 17 (2023)
Matthias Boeker, Petter Jakobsen, Michael A. Riegler, Lena Antonsen Stabell, Ole Bernt Fasmer, Pål Halvorsen, Hugo Lewi Hammer
Affect Recognition in Muscular Response Signals. IEEE Access 11 (2023)
Hugo Lewi Hammer, Anis Yazidi, Michael A. Riegler, Håvard Rue
Efficient quantile tracking using an oracle. Appl. Intell. 53 (1) (2023)
Akriti Sharma, Mette H. Stensen, Erwan Delbarre, Trine B. Haugen, Hugo Lewi Hammer
Explainable Artificial Intelligence for Human Embryo Cell Cleavage Stages Analysis. ICDAR@ICMR (2022)
Akriti Sharma, Mette H. Stensen, Erwan Delbarre, Momin Siddiqui, Trine B. Haugen, Michael A. Riegler, Hugo Lewi Hammer
Detecting Human Embryo Cleavage Stages Using YOLO V5 Object Detection Algorithm. NAIS (2022)
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
VISEM-Tracking: Human Spermatozoa Tracking Dataset. CoRR (2022)
Andrea M. Storås, Michael A. Riegler, Trine B. Haugen, Vajira Thambawita, Steven Alexander Hicks, Hugo Lewi Hammer, Radhika Kakulavarapu, Pål Halvorsen, Mette H. Stensen
Automatic Unsupervised Clustering of Videos of the Intracytoplasmic Sperm Injection (ICSI) Procedure. NAIS (2022)
Andrea M. Storås, Inga Strümke, Michael A. Riegler, Jakob Grauslund, Hugo Lewi Hammer, Anis Yazidi, Pål Halvorsen, Kjell G. Gundersen, Tor P. Utheim, Catherine Jackson
Artificial Intelligence in Dry Eye Disease. CoRR (2021)
Siri S. Eide, Michael A. Riegler, Hugo Lewi Hammer, John Bjørnar Bremnes
Temperature Forecasting using Tower Networks. ICDAR@ICMR (2021)
Anis Yazidi, Ismail Hassan, Hugo Lewi Hammer, B. John Oommen
Achieving Fair Load Balancing by Invoking a Learning Automata-Based Two-Time-Scale Separation Paradigm. IEEE Trans. Neural Networks Learn. Syst. 32 (8) (2021)
Anastasiia Kolevatova, Michael A. Riegler, Francesco Cherubini, Xiangping Hu, Hugo Lewi Hammer
Unraveling the Impact of Land Cover Changes on Climate Using Machine Learning and Explainable Artificial Intelligence. Big Data Cogn. Comput. 5 (4) (2021)
Enrique Garcia-Ceja, Vajira Thambawita, Steven Alexander Hicks, Debesh Jha, Petter Jakobsen, Hugo Lewi Hammer, Pål Halvorsen, Michael A. Riegler
HTAD: A Home-Tasks Activities Dataset with Wrist-Accelerometer and Audio Features. MMM (2) (2021)
Hanna Svennevik, Michael A. Riegler, Steven Hicks, Trude Storelvmo, Hugo Lewi Hammer
Prediction of Cloud Fractional Cover Using Machine Learning. Big Data Cogn. Comput. 5 (4) (2021)
Anis Yazidi, Hugo Lewi Hammer, Konstantin E. Samouylov, Enrique Herrera-Viedma
Game-Theoretic Learning for Sensor Reliability Evaluation Without Knowledge of the Ground Truth. IEEE Trans. Cybern. 51 (12) (2021)
Asieh Abolpour Mofrad, Anis Yazidi, Samaneh Abolpour Mofrad, Hugo Lewi Hammer, Erik Arntzen
Enhanced Equivalence Projective Simulation: A Framework for Modeling Formation of Stimulus Equivalence Classes. Neural Comput. 33 (2) (2021)
Matthias Boeker, Michael A. Riegler, Hugo Lewi Hammer, Pål Halvorsen, Ole Bernt Fasmer, Petter Jakobsen
Diagnosing Schizophrenia from Activity Records using Hidden Markov Model Parameters. CBMS (2021)
Hugo Lewi Hammer, Anis Yazidi, Håvard Rue
Joint tracking of multiple quantiles through conditional quantiles. Inf. Sci. 563 (2021)
Vajira Thambawita, Pegah Salehi, Sajad Amouei Sheshkal, Steven Alexander Hicks, Hugo Lewi Hammer, Sravanthi Parasa, Thomas de Lange, Pål Halvorsen, Michael A. Riegler
SinGAN-Seg: Synthetic Training Data Generation for Medical Image Segmentation. CoRR (2021)
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
Toadstool: a dataset for training emotional intelligent machines playing Super Mario Bros. MMSys (2020)
Steven Alexander Hicks, Debesh Jha, Vajira Thambawita, Pål Halvorsen, Hugo Lewi Hammer, Michael A. Riegler
The EndoTect 2020 Challenge: Evaluation and Comparison of Classification, Segmentation and Inference Time for Endoscopy. ICPR Workshops (8) (2020)
Vajira Thambawita, Debesh Jha, Hugo Lewi Hammer, Håvard D. Johansen, Dag Johansen, Pål Halvorsen, Michael A. Riegler
An Extensive Study on Cross-Dataset Bias and Evaluation Metrics Interpretation for Machine Learning Applied to Gastrointestinal Tract Abnormality Classification. ACM Trans. Comput. Heal. 1 (3) (2020)
Hugo Lewi Hammer, Anis Yazidi, Håvard Rue
Tracking of multiple quantiles in dynamically varying data streams. Pattern Anal. Appl. 23 (1) (2020)
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 Jain, Michael Alexander Riegler, Pål Halvorsen
PMData: a sports logging dataset. MMSys (2020)
Marco Antonio Pinto-Orellana, Hugo Lewi Hammer
Dyadic Aggregated Autoregressive Model (DASAR) for Automatic Modulation Classification. IEEE Access 8 (2020)
Vajira Thambawita, Debesh Jha, Hugo Lewi Hammer, Håvard D. Johansen, Dag Johansen, Pål Halvorsen, Michael A. Riegler
An Extensive Study on Cross-Dataset Bias and Evaluation Metrics Interpretation for Machine Learning applied to Gastrointestinal Tract Abnormality Classification. CoRR (2020)
Asieh Abolpour Mofrad, Anis Yazidi, Hugo Lewi Hammer, Erik Arntzen
Equivalence Projective Simulation as a Framework for Modeling Formation of Stimulus Equivalence Classes. Neural Comput. 32 (5) (2020)
Hugo Lewi Hammer, Anis Yazidi
Smooth estimates of multiple quantiles in dynamically varying data streams. Pattern Anal. Appl. 23 (2) (2020)
Marco Antonio Pinto-Orellana, Hugo Lewi Hammer
Analysis of Optical Brain Signals Using Connectivity Graph Networks. CD-MAKE (2020)
Steven Alexander Hicks, Vajira Thambawita, Hugo Lewi Hammer, Trine B. Haugen, Jorunn M. Andersen, Oliwia Witczak, Pål Halvorsen, Michael A. Riegler
ACM Multimedia BioMedia 2020 Grand Challenge Overview. ACM Multimedia (2020)
Marco A. Pinto-Orellana, Diego C. Nascimento, Peyman Mirtaheri, Rune Jonassen, Anis Yazidi, Hugo Lewi Hammer
A hemodynamic decomposition model for detecting cognitive load using functional near-infrared spectroscopy. CoRR (2020)
Anis Yazidi, Hugo Lewi Hammer, Tore Møller Jonassen
Two-time scale learning automata: an efficient decision making mechanism for stochastic nonlinear resource allocation. Appl. Intell. 49 (9) (2019)
Aanund Jupskås Nordskog, Pål Halvorsen, Steven Alexander Hicks, Håkon Kvale Stensland, Hugo Lewi Hammer, Dag Johansen, Michael A. Riegler
Semantic Analysis of Soccer News for Automatic Game Event Classification. CBMI (2019)
Asieh Abolpour Mofrad, Anis Yazidi, Hugo Lewi Hammer
On solving the SPL problem using the concept of probability flux. Appl. Intell. 49 (7) (2019)
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
Medico Multimedia Task at MediaEval 2019. MediaEval (2019)
Kristine Heiney, Vibeke Devold Valderhaug, Ioanna Sandvig, Axel Sandvig, Gunnar Tufte, Hugo Lewi Hammer, Stefano Nichele
Evaluation of the criticality of in vitro neuronal networks: Toward an assessment of computational capacity. CoRR (2019)
Vajira Thambawita, Hugo Lewi Hammer, Michael Riegler, Pål Halvorsen
GANEx: A complete pipeline of training, inference and benchmarking GAN experiments. CBMI (2019)
Trine B. Haugen, Steven Alexander Hicks, Jorunn M. Andersen, Oliwia Witczak, Hugo Lewi Hammer, Rune Johan Borgli, Pål Halvorsen, Michael Riegler
VISEM: a multimodal video dataset of human spermatozoa. MMSys (2019)
Hugo Lewi Hammer, Michael A. Riegler, Lilja Øvrelid, Erik Velldal
THREAT: A Large Annotated Corpus for Detection of Violent Threats. CBMI (2019)
Hugo Lewi Hammer, Anis Yazidi, Håvard Rue
A new quantile tracking algorithm using a generalized exponentially weighted average of observations. Appl. Intell. 49 (4) (2019)
Steven Alexander Hicks, Jorunn M. Andersen, Oliwia Witczak, Vajira Thambawita, Pål Halvorsen, Hugo Lewi Hammer, Trine B. Haugen, Michael A. Riegler
Machine Learning-Based Analysis of Sperm Videos and Participant Data for Male Fertility Prediction. CoRR (2019)
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
Predicting Sperm Motility and Morphology Using Deep Learning and Handcrafted Features. MediaEval (2019)
Hugo Lewi Hammer, Anis Yazidi
Efficient Tracking of Statistical Properties of Data Streams with Rapid Changes. MED (2018)
Hugo Lewi Hammer, Anis Yazidi
Parameter estimation in abruptly changing dynamic environments using stochastic learning weak estimator. Appl. Intell. 48 (11) (2018)
Vajira Thambawita, Debesh Jha, Michael Riegler, Pål Halvorsen, Hugo Lewi Hammer, Håvard D. Johansen, Dag Johansen
The Medico-Task 2018: Disease Detection in the Gastrointestinal Tract Using Global Features and Deep Learning. MediaEval (2018)
Anis Yazidi, Hugo Lewi Hammer
Quantile Estimation Based on the Principles of the Search on the Line. AIAI (2018)
Hugo Lewi Hammer, Anis Yazidi
A Novel Incremental Quantile Estimator Using the Magnitude of the Observations. MED (2018)
Hugo Lewi Hammer, Anis Yazidi, Alfred Bratterud, Hårek Haugerud, Boning Feng
A Queue Model for Reliable Forecasting of Future CPU Consumption. Mob. Networks Appl. 23 (4) (2018)
Vajira Thambawita, Debesh Jha, Michael Riegler, Pål Halvorsen, Hugo Lewi Hammer, Håvard D. Johansen, Dag Johansen
The Medico-Task 2018: Disease Detection in the Gastrointestinal Tract using Global Features and Deep Learning. CoRR (2018)
Hugo Lewi Hammer, Anis Yazidi, B. John Oommen
On the classification of dynamical data streams using novel "Anti-Bayesian" techniques. Pattern Recognit. 76 (2018)
Anis Yazidi, Hugo Lewi Hammer
Solving stochastic nonlinear resource allocation problems using continuous learning automata. Appl. Intell. 48 (11) (2018)
Evangelos Tasoulas, Hugo Lewi Hammer, Hårek Haugerud, Anis Yazidi, Alfred Bratterud, Boning Feng
The concept of workload delay as a quality-of-service metric for consolidated cloud environments with deadline requirements. NCA (2017)
Hugo Lewi Hammer, Anis Yazidi
Incremental Quantiles Estimators for Tracking Multiple Quantiles. IEA/AIE (1) (2017)
Hugo Lewi Hammer, Anis Yazidi, B. John Oommen
"Anti-Bayesian" flat and hierarchical clustering using symmetric quantiloids. Inf. Sci. 418 (2017)
Hugo Lewi Hammer, Anis Yazidi, B. John Oommen
On using novel "Anti-Bayesian" techniques for the classification of dynamical data streams. CEC (2017)
Anis Yazidi, Hugo Lewi Hammer, Tore Møller Jonassen
Two-Timescale Learning Automata for Solving Stochastic Nonlinear Resource Allocation Problems. IEA/AIE (1) (2017)
Anis Yazidi, Hugo Lewi Hammer, B. John Oommen
A Higher-Fidelity Frugal Quantile Estimator. ADMA (2017)
Asieh Abolpour Mofrad, Anis Yazidi, Hugo Lewi Hammer
Solving Stochastic Point Location Problem in a Dynamic Environment with Weak Estimation. RACS (2017)
Hugo Lewi Hammer, Anis Yazidi, Aleksander Bai, Paal E. Engelstad
Improving classification of tweets using word-word co-occurrence information from a large external corpus. SAC (2016)
Anis Yazidi, Hugo Lewi Hammer, B. John Oommen
"Anti-Bayesian" Flat and Hierarchical Clustering Using Symmetric Quantiloids. IEA/AIE (2016)
Hugo Lewi Hammer
Automatic Detection of Hateful Comments in Online Discussion. INISCOM (2016)
Hugo Lewi Hammer, Anis Yazidi, Kyrre M. Begnum
Reliable modeling of CPU usage in an office worker environment. SAC (2016)
Hugo Lewi Hammer, Anis Yazidi, Aleksander Bai, Paal Engelstad
Improving Classification of Tweets Using Linguistic Information from a Large External Corpus. INISCOM (2016)
Aksel Wester, Lilja Øvrelid, Erik Velldal, Hugo Lewi Hammer
Threat detection in online discussions. WASSA@NAACL-HLT (2016)
Hugo Lewi Hammer, Anis Yazidi, Alfred Bratterud, Hårek Haugerud, Boning Feng
Recovering Request Patterns to a CPU Processor from Observed CPU Consumption Data. INISCOM (2016)
Hugo Lewi Hammer, Anis Yazidi, B. John Oommen
A Novel Clustering Algorithm Based on a Non-parametric "Anti-Bayesian" Paradigm. IEA/AIE (2015)
Anis Yazidi, Hugo Lewi Hammer, Aleksander Bai, Paal Engelstad
On Enhancing the Label Propagation Algorithm for Sentiment Analysis Using Active Learning with an Artificial Oracle. ICAISC (2015)
Hugo Lewi Hammer, Per Erik Solberg, Lilja Øvrelid
Sentiment classification of online political discussions: a comparison of a word-based and dependency-based method. WASSA@ACL (2014)
Hugo Lewi Hammer
Detecting Threats of Violence in Online Discussions Using Bigrams of Important Words. JISIC (2014)