Daniel Roggen

11.8k total citations · 4 hit papers
177 papers, 7.9k citations indexed

About

Daniel Roggen is a scholar working on Computer Vision and Pattern Recognition, Biomedical Engineering and Artificial Intelligence. According to data from OpenAlex, Daniel Roggen has authored 177 papers receiving a total of 7.9k indexed citations (citations by other indexed papers that have themselves been cited), including 102 papers in Computer Vision and Pattern Recognition, 46 papers in Biomedical Engineering and 38 papers in Artificial Intelligence. Recurrent topics in Daniel Roggen's work include Context-Aware Activity Recognition Systems (86 papers), Human Mobility and Location-Based Analysis (30 papers) and Anomaly Detection Techniques and Applications (26 papers). Daniel Roggen is often cited by papers focused on Context-Aware Activity Recognition Systems (86 papers), Human Mobility and Location-Based Analysis (30 papers) and Anomaly Detection Techniques and Applications (26 papers). Daniel Roggen collaborates with scholars based in Switzerland, United Kingdom and Germany. Daniel Roggen's co-authors include Francisco Ordóñez, Gerhard Tröster, Alberto Calatroni, Ricardo Chavarriaga, José del R. Millán, Paul Lukowicz, Meir Plotnik, Andreas Bulling, Hesam Sagha and Marc Bächlin and has published in prestigious journals such as SHILAP Revista de lepidopterología, IEEE Access and IEEE Journal on Selected Areas in Communications.

In The Last Decade

Daniel Roggen

171 papers receiving 7.6k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Deep Convolutional and LSTM Recurrent Neural Networks for Multimodal Wearable Activity Recognition

2016 1.8k citations Daniel Roggen et al. Sensors profile →
Collecting complex activity datasets in highly rich networked sensor environments

2010 524 citations Daniel Roggen, Alberto Calatroni et al. Infoscience (Ecole Polytechnique Fédérale de Lausanne) profile →
The Opportunity challenge: A benchmark database for on-body sensor-based activity recognition

2013 510 citations Ricardo Chavarriaga, Hesam Sagha et al. profile →
Wearable Assistant for Parkinson’s Disease Patients With the Freezing of Gait Symptom

2009 498 citations Daniel Roggen, Jeffrey M. Hausdorff et al. profile →

Peers

Countries citing papers authored by Daniel Roggen

Since Specialization

Citations

This map shows the geographic impact of Daniel Roggen's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Daniel Roggen with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Daniel Roggen more than expected).

Fields of papers citing papers by Daniel Roggen

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Daniel Roggen. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Daniel Roggen. The network helps show where Daniel Roggen may publish in the future.

Co-authorship network of co-authors of Daniel Roggen

This figure shows the co-authorship network connecting the top 25 collaborators of Daniel Roggen. A scholar is included among the top collaborators of Daniel Roggen based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Daniel Roggen. Daniel Roggen is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	WIMUSim: simulating realistic variabilities in wearable IMUs for human activity recognition 2025 ·Frontiers in Computer Science ·(unknown), Philip Birch, Daniel Roggen, Paula Lago	0
2	DISPEL: A Python Framework for Developing Measures From Digital Health Technologies 2024 ·IEEE Open Journal of Engineering in Medicine and Biology ·Alf Scotland, (unknown), (unknown), Angelos Karatsidis, (unknown), E Bartholomé, Christoph M. Kanzler, Claudia Mazzà, Daniel Roggen, (unknown), Silvia Del Din, Shibeshih Belachew	0
3	Summary of SHL Challenge 2024: Motion Sensor-based Locomotion and Transportation Mode Recognition in Missing Data Scenarios 2024 ·Queen Mary Research Online (Queen Mary University of London) ·Lin Wang, Mathias Ciliberto, Hristijan Gjoreski, Paula Lago, Kazuya Murao, Tsuyoshi Okita, Daniel Roggen	3
4	Digital Mobility Measures: A Window into Real‐World Severity and Progression of Parkinson's Disease 2023 ·Movement Disorders ·Anat Mirelman, (unknown), (unknown), Eran Gazit, Alice Nieuwboer, Lynn Rochester, Silvia Del Din, Laura Avanzino, Elisa Pelosin, Bastiaan R. Bloem, Ugo Della Croce, Andrea Cereatti, Avner Thaler, Daniel Roggen, Claudia Mazzà, (unknown), Jesse M. Cedarbaum, Nir Giladi, Jeffrey M. Hausdorff	14
5	Wearable FPGA Platform for Accelerated DSP and AI Applications 2022 ·Daniel Roggen, (unknown), (unknown), (unknown)	3
6	Enabling Reproducible Research in Sensor-Based Transportation Mode Recognition With the Sussex-Huawei Dataset 2019 ·IEEE Access ·Lin Wang, Hristijan Gjoreski, Mathias Ciliberto, Sami Mekki, Stefan Valentin, Daniel Roggen	138
7	Flexible Sensors—From Materials to Applications 2019 ·SHILAP Revista de lepidopterología ·Júlio C. Costa, (unknown), Pasindu Lugoda, Leonardo A. Garcia‐Garcia, Daniel Roggen, Niko Münzenrieder	163
8	Flexible Temperature Sensor Integration into E-Textiles Using Different Industrial Yarn Fabrication Processes 2019 ·Sensors ·Pasindu Lugoda, Júlio C. Costa, (unknown), Leonardo A. Garcia‐Garcia, (unknown), (unknown), Daniel Roggen, Tilak Dias, Niko Münzenrieder	66
9	Poster: BlueSense - Designing an extensible platform for wearable motion sensing, sensor research and IoT applications 2018 ·Daniel Roggen, (unknown), Mathias Ciliberto	3
10	Demo: Complex human gestures encoding from wearable inertial sensors for activity recognition 2018 ·Mathias Ciliberto, (unknown), Daniel Roggen	0
11	Towards a Novel Biometric Facial Input for Emotion Recognition and Assistive Technology for Virtual Reality 2018 ·(unknown), (unknown), (unknown), Daniel Roggen, (unknown), R. J. Prance, Charles Nduka	2
12	Ear-worn reference data collection and annotation for multimodal context-aware hearing instruments 2012 ·PubMed ·(unknown), (unknown), (unknown), Franz Gravenhorst, Albert J. Kettner, Daniel Roggen, Thomas Stiefmeier, Gerhard Tröster	5
13	Automatic Transfer of Activity Recognition Capabilities between Body-Worn Motion Sensors: Training Newcomers to Recognize Locomotion 2011 ·Alberto Calatroni, Daniel Roggen, Gerhard Tröster	33
14	Wearable Computing 2011 ·IEEE Robotics & Automation Magazine ·Daniel Roggen, Stéphane Magnenat, (unknown), Gerhard Tröster	10
15	Identification of relevant multimodal cues to enhance context-aware hearing instruments 2011 ·(unknown), (unknown), Daniel Roggen, Thomas Stiefmeier, Gerhard Tröster, (unknown), (unknown)	2
16	On the Issue of Variability in Labels and Sensor Configurations in Activity Recognition Systems 2010 ·MPG.PuRe (Max Planck Society) ·Daniel Roggen, Kilian Förster, Alberto Calatroni, Andreas Bulling, Gerhard Tröster	4
17	Recording a Complex, Multi Modal Activity Data Set for Context Recognition 2010 ·Paul Lukowicz, Gerald Pirkl, David Bannach, Florian Wagner, Alberto Calatroni, Klaus-Tycho Foerster, Thomas Holleczek, Massimiliano Rossi, Daniel Roggen, Gerhard Troester, (unknown), Clemens Holzmann, Andreas Riener, Alois Ferscha, Ricardo Chavarriaga	20
18	Robust activity recognition for assistive technologies: Benchmarking machine learning techniques 2010 ·Infoscience (Ecole Polytechnique Fédérale de Lausanne) ·Ricardo Chavarriaga, Hesam Sagha, Hamidreza Bayati, José del R. Millán, Daniel Roggen, Kilian Förster, Alberto Calatroni, Gerhard Tröster, Paul Lukowicz, David Bannach, Marc Kurz, (unknown), Alois Ferscha	3
19	Proceedings of the 3rd European Conference on Smart Sensing and Context 2008 ·Daniel Roggen, Clemens Lombriser, Gerhard Tröster, Gerd Kortuem, Paul Havinga	1
20	A POEtic Architecture for Bio-Inspired Hardware 2002 ·Artificial Life ·Gianluca Tempesti, Daniel Roggen, Eduardo García Sánchez, Yann Thoma, (unknown), Andy M. Tyrrell, (unknown)	8

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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