default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDFrédéric Li
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2023
[j11]Naoki Takashima, Frédéric Li
, Marcin Grzegorzek, Kimiaki Shirahama:
Embedding-Based Music Emotion Recognition Using Composite Loss. IEEE Access 11: 36579-36604 (2023)- [j10]Muhammad Tausif Irshad, Frédéric Li, Muhammad Adeel Nisar, Xinyu Huang, Martje Buss, Leonie Kloep, Corinna Peifer, Barbara Kozusznik, Anita Pollak, Adrian Pyszka, Olaf Flak, Marcin Grzegorzek:
Wearable-based human flow experience recognition enhanced by transfer learning methods using emotion data. Comput. Biol. Medicine 166: 107489 (2023) - [j9]Philip Gouverneur, Frédéric Li, Kimiaki Shirahama, Luisa Luebke, Waclaw M. Adamczyk, Tibor M. Szikszay, Kerstin Luedtke, Marcin Grzegorzek:
Explainable Artificial Intelligence (XAI) in Pain Research: Understanding the Role of Electrodermal Activity for Automated Pain Recognition. Sensors 23(4): 1959 (2023) - [j8]Rafal Doniec, Justyna Konior, Szymon Siecinski, Artur Piet, Muhammad Tausif Irshad, Natalia Piaseczna, Md. Abid Hasan, Frédéric Li, Muhammad Adeel Nisar, Marcin Grzegorzek:
Sensor-Based Classification of Primary and Secondary Car Driver Activities Using Convolutional Neural Networks. Sensors 23(12): 5551 (2023) - [c9]Robert Schumann, Frédéric Li, Marcin Grzegorzek:
WiFi Sensing with Single-Antenna Devices for Ambient Assisted Living. iWOAR 2023: 3:1-3:8 - [c8]Md. Abid Hasan, Frédéric Li, Artur Piet, Philip Gouverneur, Muhammad Tausif Irshad, Marcin Grzegorzek:
Exploring the Benefits of Time Series Data Augmentation for Wearable Human Activity Recognition. iWOAR 2023: 20:1-20:7 - 2022
- [j7]Hawzhin Hozhabr Pour, Frédéric Li, Lukas Wegmeth, Christian Trense, Rafal Doniec, Marcin Grzegorzek, Roland Wismüller:
A Machine Learning Framework for Automated Accident Detection Based on Multimodal Sensors in Cars. Sensors 22(10): 3634 (2022) - [j6]Muhammad Tausif Irshad, Muhammad Adeel Nisar, Xinyu Huang, Jana Hartz, Olaf Flak, Frédéric Li, Philip Gouverneur, Artur Piet, Kerstin M. Oltmanns, Marcin Grzegorzek:
SenseHunger: Machine Learning Approach to Hunger Detection Using Wearable Sensors. Sensors 22(20): 7711 (2022) - [c7]Gabriela Augustinov, Muhammad Adeel Nisar, Frédéric Li, Seyed Amir Hossein Tabatabaei, Marcin Grzegorzek, Keywan Sohrabi, Sebastian J. F. Fudickar:
Transformer-Based Recognition of Activities of Daily Living from Wearable Sensor Data. iWOAR 2022: 9:1-9:8 - [d1]Rafal Doniec, Natalia Piaseczna, Frédéric Li:
A Dataset for classification of road and types using EOG smart glasses. IEEE DataPort, 2022
- 2021
- [b1]Frédéric Li:
Deep learning for time-series classification enhanced by transfer learning based on sensor modality discrimination. University of Lübeck, Germany, Logos Verlag Berlin 2021, ISBN 978-3-8325-5396-8, pp. 1-152 - [j5]Philip Gouverneur, Frédéric Li, Waclaw M. Adamczyk, Tibor M. Szikszay, Kerstin Luedtke, Marcin Grzegorzek:
Comparison of Feature Extraction Methods for Physiological Signals for Heat-Based Pain Recognition. Sensors 21(14): 4838 (2021) - [i1]Naoki Takashima, Frédéric Li, Marcin Grzegorzek, Kimiaki Shirahama:
Cross-modal Music Emotion Recognition Using Composite Loss-based Embeddings. CoRR abs/2112.07192 (2021) - 2020
- [j4]Xinyu Huang, Kimiaki Shirahama, Frédéric Li, Marcin Grzegorzek:
Sleep stage classification for child patients using DeConvolutional Neural Network. Artif. Intell. Medicine 110: 101981 (2020) - [j3]Muhammad Adeel Nisar, Kimiaki Shirahama, Frédéric Li, Xinyu Huang, Marcin Grzegorzek:
Rank Pooling Approach for Wearable Sensor-Based ADLs Recognition. Sensors 20(12): 3463 (2020) - [j2]Frédéric Li, Kimiaki Shirahama, Muhammad Adeel Nisar, Xinyu Huang, Marcin Grzegorzek:
Deep Transfer Learning for Time Series Data Based on Sensor Modality Classification. Sensors 20(15): 4271 (2020)
2010 – 2019
- 2018
- [j1]Frédéric Li, Kimiaki Shirahama, Muhammad Adeel Nisar, Lukas Köping, Marcin Grzegorzek:
Comparison of Feature Learning Methods for Human Activity Recognition Using Wearable Sensors. Sensors 18(2): 679 (2018) - [c6]Armin Grünewald, David Kroenert, Jonas Poehler, Rainer Brück, Frédéric Li, Julian Littau, Katrin Schnieber, Artur Piet, Marcin Grzegorzek, Henrik Kampling, Björn Niehaves:
Biomedical Data Acquisition and Processing to Recognize Emotions for Affective Learning. BIBE 2018: 126-132 - [c5]David Krönert, Armin Grünewald, Frédéric Li, Marcin Grzegorzek, Rainer Brück:
Sensor Headband for Emotion Recognition in a Virtual Reality Environment. ITIB 2018: 539-548 - 2017
- [c4]Muhammad Hassan Khan, Frédéric Li, Muhammad Shahid Farid, Marcin Grzegorzek:
Gait Recognition Using Motion Trajectory Analysis. CORES 2017: 73-82 - [c3]Frédéric Li, Lukas Köping, Sebastian Schmitz, Marcin Grzegorzek:
Real-Time Gesture Recognition using a Particle Filtering Approach. ICPRAM 2017: 394-401 - 2015
- [c2]Zeyd Boukhers, Kimiaki Shirahama, Frédéric Li, Marcin Grzegorzek:
Object detection and depth estimation for 3D trajectory extraction. CBMI 2015: 1-6 - [c1]Zeyd Boukhers, Kimiaki Shirahama, Frédéric Li, Marcin Grzegorzek:
Extracting 3D Trajectories of Objects from 2D Videos using Particle Filter. ICMR 2015: 83-90
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-06-19 21:46 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
