---
_id: '15375'
author:
- first_name: Marcel
full_name: Müller, Marcel
last_name: Müller
- first_name: Daniel
full_name: Behnke, Daniel
last_name: Behnke
- first_name: Patrick-Benjamin
full_name: Bök, Patrick-Benjamin
last_name: Bök
- first_name: Stefan Balthasar
full_name: Schneider, Stefan Balthasar
id: '35343'
last_name: Schneider
orcid: 0000-0001-8210-4011
- first_name: Manuel
full_name: Peuster, Manuel
id: '13271'
last_name: Peuster
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
citation:
ama: 'Müller M, Behnke D, Bök P-B, Schneider SB, Peuster M, Karl H. Putting NFV
into Reality: Physical Smart Manufacturing Testbed. In: IEEE Conference on
Network Function Virtualization and Software Defined Networks (NFV-SDN). Dallas:
IEEE; 2019.'
apa: 'Müller, M., Behnke, D., Bök, P.-B., Schneider, S. B., Peuster, M., & Karl,
H. (2019). Putting NFV into Reality: Physical Smart Manufacturing Testbed. In
IEEE Conference on Network Function Virtualization and Software Defined Networks
(NFV-SDN). Dallas: IEEE.'
bibtex: '@inproceedings{Müller_Behnke_Bök_Schneider_Peuster_Karl_2019, place={Dallas},
title={Putting NFV into Reality: Physical Smart Manufacturing Testbed}, booktitle={IEEE
Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)},
publisher={IEEE}, author={Müller, Marcel and Behnke, Daniel and Bök, Patrick-Benjamin
and Schneider, Stefan Balthasar and Peuster, Manuel and Karl, Holger}, year={2019}
}'
chicago: 'Müller, Marcel, Daniel Behnke, Patrick-Benjamin Bök, Stefan Balthasar
Schneider, Manuel Peuster, and Holger Karl. “Putting NFV into Reality: Physical
Smart Manufacturing Testbed.” In IEEE Conference on Network Function Virtualization
and Software Defined Networks (NFV-SDN). Dallas: IEEE, 2019.'
ieee: 'M. Müller, D. Behnke, P.-B. Bök, S. B. Schneider, M. Peuster, and H. Karl,
“Putting NFV into Reality: Physical Smart Manufacturing Testbed,” in IEEE Conference
on Network Function Virtualization and Software Defined Networks (NFV-SDN),
2019.'
mla: 'Müller, Marcel, et al. “Putting NFV into Reality: Physical Smart Manufacturing
Testbed.” IEEE Conference on Network Function Virtualization and Software Defined
Networks (NFV-SDN), IEEE, 2019.'
short: 'M. Müller, D. Behnke, P.-B. Bök, S.B. Schneider, M. Peuster, H. Karl, in:
IEEE Conference on Network Function Virtualization and Software Defined Networks
(NFV-SDN), IEEE, Dallas, 2019.'
date_created: 2019-12-18T07:45:20Z
date_updated: 2022-01-06T06:52:22Z
department:
- _id: '75'
language:
- iso: eng
place: Dallas
project:
- _id: '28'
grant_number: '761493'
name: 5G Development and validation platform for global industry-specific network
services and Apps
publication: IEEE Conference on Network Function Virtualization and Software Defined
Networks (NFV-SDN)
publisher: IEEE
status: public
title: 'Putting NFV into Reality: Physical Smart Manufacturing Testbed'
type: conference
user_id: '13271'
year: '2019'
...
---
_id: '15376'
author:
- first_name: Daniel
full_name: Behnke, Daniel
last_name: Behnke
- first_name: Marcel
full_name: Müller, Marcel
last_name: Müller
- first_name: Patrick-Benjamin
full_name: Bök, Patrick-Benjamin
last_name: Bök
- first_name: Stefan Balthasar
full_name: Schneider, Stefan Balthasar
id: '35343'
last_name: Schneider
orcid: 0000-0001-8210-4011
- first_name: Manuel
full_name: Peuster, Manuel
id: '13271'
last_name: Peuster
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
citation:
ama: 'Behnke D, Müller M, Bök P-B, Schneider SB, Peuster M, Karl H. NFV-driven intrusion
detection for smart manufacturing. In: IEEE Conference on Network Function
Virtualization and Software Defined Networks (NFV-SDN). Dallas: IEEE; 2019.'
apa: 'Behnke, D., Müller, M., Bök, P.-B., Schneider, S. B., Peuster, M., & Karl,
H. (2019). NFV-driven intrusion detection for smart manufacturing. In IEEE
Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN).
Dallas: IEEE.'
bibtex: '@inproceedings{Behnke_Müller_Bök_Schneider_Peuster_Karl_2019, place={Dallas},
title={NFV-driven intrusion detection for smart manufacturing}, booktitle={IEEE
Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)},
publisher={IEEE}, author={Behnke, Daniel and Müller, Marcel and Bök, Patrick-Benjamin
and Schneider, Stefan Balthasar and Peuster, Manuel and Karl, Holger}, year={2019}
}'
chicago: 'Behnke, Daniel, Marcel Müller, Patrick-Benjamin Bök, Stefan Balthasar
Schneider, Manuel Peuster, and Holger Karl. “NFV-Driven Intrusion Detection for
Smart Manufacturing.” In IEEE Conference on Network Function Virtualization
and Software Defined Networks (NFV-SDN). Dallas: IEEE, 2019.'
ieee: D. Behnke, M. Müller, P.-B. Bök, S. B. Schneider, M. Peuster, and H. Karl,
“NFV-driven intrusion detection for smart manufacturing,” in IEEE Conference
on Network Function Virtualization and Software Defined Networks (NFV-SDN),
2019.
mla: Behnke, Daniel, et al. “NFV-Driven Intrusion Detection for Smart Manufacturing.”
IEEE Conference on Network Function Virtualization and Software Defined Networks
(NFV-SDN), IEEE, 2019.
short: 'D. Behnke, M. Müller, P.-B. Bök, S.B. Schneider, M. Peuster, H. Karl, in:
IEEE Conference on Network Function Virtualization and Software Defined Networks
(NFV-SDN), IEEE, Dallas, 2019.'
date_created: 2019-12-18T07:47:17Z
date_updated: 2022-01-06T06:52:22Z
department:
- _id: '75'
language:
- iso: eng
place: Dallas
project:
- _id: '28'
grant_number: '761493'
name: 5G Development and validation platform for global industry-specific network
services and Apps
publication: IEEE Conference on Network Function Virtualization and Software Defined
Networks (NFV-SDN)
publisher: IEEE
status: public
title: NFV-driven intrusion detection for smart manufacturing
type: conference
user_id: '13271'
year: '2019'
...
---
_id: '15422'
author:
- first_name: Nam
full_name: Ho, Nam
last_name: Ho
- first_name: Paul
full_name: Kaufmann, Paul
last_name: Kaufmann
- first_name: Marco
full_name: Platzner, Marco
id: '398'
last_name: Platzner
citation:
ama: 'Ho N, Kaufmann P, Platzner M. Optimization of Application-specific L1 Cache
Translation Functions of the LEON3 Processor. In: World Congress on Nature
and Biologically Inspired Computing (NaBIC). Advances in Nature and Biologically
Inspired Computing. Springer; 2019.'
apa: Ho, N., Kaufmann, P., & Platzner, M. (2019). Optimization of Application-specific
L1 Cache Translation Functions of the LEON3 Processor. In World Congress on
Nature and Biologically Inspired Computing (NaBIC). Springer.
bibtex: '@inproceedings{Ho_Kaufmann_Platzner_2019, series={Advances in Nature and
Biologically Inspired Computing}, title={Optimization of Application-specific
L1 Cache Translation Functions of the LEON3 Processor}, booktitle={World Congress
on Nature and Biologically Inspired Computing (NaBIC)}, publisher={Springer},
author={Ho, Nam and Kaufmann, Paul and Platzner, Marco}, year={2019}, collection={Advances
in Nature and Biologically Inspired Computing} }'
chicago: Ho, Nam, Paul Kaufmann, and Marco Platzner. “Optimization of Application-Specific
L1 Cache Translation Functions of the LEON3 Processor.” In World Congress on
Nature and Biologically Inspired Computing (NaBIC). Advances in Nature and
Biologically Inspired Computing. Springer, 2019.
ieee: N. Ho, P. Kaufmann, and M. Platzner, “Optimization of Application-specific
L1 Cache Translation Functions of the LEON3 Processor,” in World Congress on
Nature and Biologically Inspired Computing (NaBIC), 2019.
mla: Ho, Nam, et al. “Optimization of Application-Specific L1 Cache Translation
Functions of the LEON3 Processor.” World Congress on Nature and Biologically
Inspired Computing (NaBIC), Springer, 2019.
short: 'N. Ho, P. Kaufmann, M. Platzner, in: World Congress on Nature and Biologically
Inspired Computing (NaBIC), Springer, 2019.'
date_created: 2019-12-30T13:55:49Z
date_updated: 2022-01-06T06:52:25Z
department:
- _id: '78'
language:
- iso: eng
publication: World Congress on Nature and Biologically Inspired Computing (NaBIC)
publisher: Springer
series_title: Advances in Nature and Biologically Inspired Computing
status: public
title: Optimization of Application-specific L1 Cache Translation Functions of the
LEON3 Processor
type: conference
user_id: '398'
year: '2019'
...
---
_id: '15430'
author:
- first_name: Enes
full_name: Yigitbas, Enes
id: '8447'
last_name: Yigitbas
orcid: 0000-0002-5967-833X
citation:
ama: Yigitbas E. Model-Driven Engineering of Self-Adaptive User Interfaces.;
2019.
apa: Yigitbas, E. (2019). Model-Driven Engineering of Self-Adaptive User Interfaces.
bibtex: '@book{Yigitbas_2019, title={Model-Driven Engineering of Self-Adaptive User
Interfaces}, author={Yigitbas, Enes}, year={2019} }'
chicago: Yigitbas, Enes. Model-Driven Engineering of Self-Adaptive User Interfaces,
2019.
ieee: E. Yigitbas, Model-Driven Engineering of Self-Adaptive User Interfaces.
2019.
mla: Yigitbas, Enes. Model-Driven Engineering of Self-Adaptive User Interfaces.
2019.
short: E. Yigitbas, Model-Driven Engineering of Self-Adaptive User Interfaces, 2019.
date_created: 2020-01-06T14:03:32Z
date_updated: 2022-01-06T06:52:25Z
department:
- _id: '66'
- _id: '534'
language:
- iso: eng
status: public
title: Model-Driven Engineering of Self-Adaptive User Interfaces
type: dissertation
user_id: '8447'
year: '2019'
...
---
_id: '15478'
abstract:
- lang: eng
text: Stratix 10 FPGA cards have a good potential for the acceleration of HPC workloads
since the Stratix 10 product line introduces devices with a large number of DSP
and memory blocks. The high level synthesis of OpenCL codes can play a fundamental
role for FPGAs in HPC, because it allows to implement different designs with lower
development effort compared to hand optimized HDL. However, Stratix 10 cards are
still hard to fully exploit using the Intel FPGA SDK for OpenCL. The implementation
of designs with thousands of concurrent arithmetic operations often suffers from
place and route problems that limit the maximum frequency or entirely prevent
a successful synthesis. In order to overcome these issues for the implementation
of the matrix multiplication, we formulate Cannon's matrix multiplication algorithm
with regard to its efficient synthesis within the FPGA logic. We obtain a two-level
block algorithm, where the lower level sub-matrices are multiplied using our Cannon's
algorithm implementation. Following this design approach with multiple compute
units, we are able to get maximum frequencies close to and above 300 MHz with
high utilization of DSP and memory blocks. This allows for performance results
above 1 TeraFLOPS.
author:
- first_name: Paolo
full_name: Gorlani, Paolo
id: '72045'
last_name: Gorlani
- first_name: Tobias
full_name: Kenter, Tobias
id: '3145'
last_name: Kenter
- first_name: Christian
full_name: Plessl, Christian
id: '16153'
last_name: Plessl
orcid: 0000-0001-5728-9982
citation:
ama: 'Gorlani P, Kenter T, Plessl C. OpenCL Implementation of Cannon’s Matrix Multiplication
Algorithm on Intel Stratix 10 FPGAs. In: Proceedings of the International Conference
on Field-Programmable Technology (FPT). IEEE; 2019. doi:10.1109/ICFPT47387.2019.00020'
apa: Gorlani, P., Kenter, T., & Plessl, C. (2019). OpenCL Implementation of
Cannon’s Matrix Multiplication Algorithm on Intel Stratix 10 FPGAs. In Proceedings
of the International Conference on Field-Programmable Technology (FPT). IEEE.
https://doi.org/10.1109/ICFPT47387.2019.00020
bibtex: '@inproceedings{Gorlani_Kenter_Plessl_2019, title={OpenCL Implementation
of Cannon’s Matrix Multiplication Algorithm on Intel Stratix 10 FPGAs}, DOI={10.1109/ICFPT47387.2019.00020},
booktitle={Proceedings of the International Conference on Field-Programmable Technology
(FPT)}, publisher={IEEE}, author={Gorlani, Paolo and Kenter, Tobias and Plessl,
Christian}, year={2019} }'
chicago: Gorlani, Paolo, Tobias Kenter, and Christian Plessl. “OpenCL Implementation
of Cannon’s Matrix Multiplication Algorithm on Intel Stratix 10 FPGAs.” In Proceedings
of the International Conference on Field-Programmable Technology (FPT). IEEE,
2019. https://doi.org/10.1109/ICFPT47387.2019.00020.
ieee: P. Gorlani, T. Kenter, and C. Plessl, “OpenCL Implementation of Cannon’s Matrix
Multiplication Algorithm on Intel Stratix 10 FPGAs,” in Proceedings of the
International Conference on Field-Programmable Technology (FPT), 2019.
mla: Gorlani, Paolo, et al. “OpenCL Implementation of Cannon’s Matrix Multiplication
Algorithm on Intel Stratix 10 FPGAs.” Proceedings of the International Conference
on Field-Programmable Technology (FPT), IEEE, 2019, doi:10.1109/ICFPT47387.2019.00020.
short: 'P. Gorlani, T. Kenter, C. Plessl, in: Proceedings of the International Conference
on Field-Programmable Technology (FPT), IEEE, 2019.'
conference:
name: International Conference on Field-Programmable Technology (FPT)
date_created: 2020-01-09T12:54:48Z
date_updated: 2022-01-06T06:52:26Z
ddc:
- '004'
department:
- _id: '27'
- _id: '518'
doi: 10.1109/ICFPT47387.2019.00020
file:
- access_level: closed
content_type: application/pdf
creator: plessl
date_created: 2020-01-09T12:53:57Z
date_updated: 2020-01-09T12:53:57Z
file_id: '15479'
file_name: gorlani19_fpt.pdf
file_size: 250559
relation: main_file
success: 1
file_date_updated: 2020-01-09T12:53:57Z
has_accepted_license: '1'
language:
- iso: eng
project:
- _id: '33'
grant_number: 01|H16005
name: HighPerMeshes
- _id: '32'
grant_number: PL 595/2-1
name: Performance and Efficiency in HPC with Custom Computing
publication: Proceedings of the International Conference on Field-Programmable Technology
(FPT)
publisher: IEEE
quality_controlled: '1'
status: public
title: OpenCL Implementation of Cannon's Matrix Multiplication Algorithm on Intel
Stratix 10 FPGAs
type: conference
user_id: '3145'
year: '2019'
...
---
_id: '15488'
abstract:
- lang: eng
text: The continuous refinement of sensor technologies enables the manufacturing
industry to capture increasing amounts of data during the production process.
As processes take time to complete, sensors register large amounts of time-series-like
data for each product. In order to make this data usable, a feature extraction
is mandatory. In this work, we discuss and evaluate different network architectures,
input pre-processing and cost functions regarding, among other aspects, their
suitability for time series of different lengths.
author:
- first_name: Christian
full_name: Thiel, Christian
last_name: Thiel
- first_name: Carolin
full_name: Steidl, Carolin
last_name: Steidl
- first_name: Bernd
full_name: Henning, Bernd
id: '213'
last_name: Henning
citation:
ama: 'Thiel C, Steidl C, Henning B. P2.9 Comparison of deep feature extraction techniques
for varying-length time series from an industrial piercing press. In: AMA Service
GmbH, ed. 20. GMA/ITG-Fachtagung. Sensoren Und Messsysteme 2019. Von-Münchhausen-Str.
49, 31515 Wunstorf; 2019. doi:10.5162/SENSOREN2019/P2.9'
apa: Thiel, C., Steidl, C., & Henning, B. (2019). P2.9 Comparison of deep feature
extraction techniques for varying-length time series from an industrial piercing
press. In AMA Service GmbH (Ed.), 20. GMA/ITG-Fachtagung. Sensoren und Messsysteme
2019. Von-Münchhausen-Str. 49, 31515 Wunstorf. https://doi.org/10.5162/SENSOREN2019/P2.9
bibtex: '@inproceedings{Thiel_Steidl_Henning_2019, place={Von-Münchhausen-Str. 49,
31515 Wunstorf}, title={P2.9 Comparison of deep feature extraction techniques
for varying-length time series from an industrial piercing press}, DOI={10.5162/SENSOREN2019/P2.9},
booktitle={20. GMA/ITG-Fachtagung. Sensoren und Messsysteme 2019}, author={Thiel,
Christian and Steidl, Carolin and Henning, Bernd}, editor={AMA Service GmbHEditor},
year={2019} }'
chicago: Thiel, Christian, Carolin Steidl, and Bernd Henning. “P2.9 Comparison of
Deep Feature Extraction Techniques for Varying-Length Time Series from an Industrial
Piercing Press.” In 20. GMA/ITG-Fachtagung. Sensoren Und Messsysteme 2019,
edited by AMA Service GmbH. Von-Münchhausen-Str. 49, 31515 Wunstorf, 2019. https://doi.org/10.5162/SENSOREN2019/P2.9.
ieee: C. Thiel, C. Steidl, and B. Henning, “P2.9 Comparison of deep feature extraction
techniques for varying-length time series from an industrial piercing press,”
in 20. GMA/ITG-Fachtagung. Sensoren und Messsysteme 2019, 2019.
mla: Thiel, Christian, et al. “P2.9 Comparison of Deep Feature Extraction Techniques
for Varying-Length Time Series from an Industrial Piercing Press.” 20. GMA/ITG-Fachtagung.
Sensoren Und Messsysteme 2019, edited by AMA Service GmbH, 2019, doi:10.5162/SENSOREN2019/P2.9.
short: 'C. Thiel, C. Steidl, B. Henning, in: AMA Service GmbH (Ed.), 20. GMA/ITG-Fachtagung.
Sensoren Und Messsysteme 2019, Von-Münchhausen-Str. 49, 31515 Wunstorf, 2019.'
corporate_editor:
- AMA Service GmbH
date_created: 2020-01-10T16:03:58Z
date_updated: 2022-01-06T06:52:27Z
department:
- _id: '49'
doi: 10.5162/SENSOREN2019/P2.9
keyword:
- Dynamic Time Warping
- Feature Extraction
- Masking
- Neural Networks
language:
- iso: eng
place: Von-Münchhausen-Str. 49, 31515 Wunstorf
publication: 20. GMA/ITG-Fachtagung. Sensoren und Messsysteme 2019
publication_identifier:
isbn:
- 978-3-9819376-0-2
status: public
title: P2.9 Comparison of deep feature extraction techniques for varying-length time
series from an industrial piercing press
type: conference
user_id: '11829'
year: '2019'
...
---
_id: '15578'
author:
- first_name: Cruz
full_name: Izu, Cruz
last_name: Izu
- first_name: Carsten
full_name: Schulte, Carsten
id: '60311'
last_name: Schulte
- first_name: Ashish
full_name: Aggarwal, Ashish
last_name: Aggarwal
- first_name: Quintin
full_name: I. Cutts, Quintin
last_name: I. Cutts
- first_name: Rodrigo
full_name: Duran, Rodrigo
last_name: Duran
- first_name: Mirela
full_name: Gutica, Mirela
last_name: Gutica
- first_name: Birte
full_name: Heinemann, Birte
last_name: Heinemann
- first_name: Eileen
full_name: Kraemer, Eileen
last_name: Kraemer
- first_name: Violetta
full_name: Lonati, Violetta
last_name: Lonati
- first_name: Claudio
full_name: Mirolo, Claudio
last_name: Mirolo
- first_name: Renske
full_name: Weeda, Renske
last_name: Weeda
citation:
ama: 'Izu C, Schulte C, Aggarwal A, et al. Program Comprehension: Identifying Learning
Trajectories for Novice Programmers. In: Proceedings of the 2019 (ACM) Conference
on Innovation and Technology in Computer Science Education, Aberdeen, Scotland,
UK, July 15-17, 2019. ; 2019:261-262. doi:10.1145/3304221.3325531'
apa: 'Izu, C., Schulte, C., Aggarwal, A., I. Cutts, Q., Duran, R., Gutica, M., …
Weeda, R. (2019). Program Comprehension: Identifying Learning Trajectories for
Novice Programmers. In Proceedings of the 2019 (ACM) Conference on Innovation
and Technology in Computer Science Education, Aberdeen, Scotland, UK, July 15-17,
2019 (pp. 261–262). https://doi.org/10.1145/3304221.3325531'
bibtex: '@inproceedings{Izu_Schulte_Aggarwal_I. Cutts_Duran_Gutica_Heinemann_Kraemer_Lonati_Mirolo_et
al._2019, title={Program Comprehension: Identifying Learning Trajectories for
Novice Programmers}, DOI={10.1145/3304221.3325531},
booktitle={Proceedings of the 2019 (ACM) Conference on Innovation and Technology
in Computer Science Education, Aberdeen, Scotland, UK, July 15-17, 2019}, author={Izu,
Cruz and Schulte, Carsten and Aggarwal, Ashish and I. Cutts, Quintin and Duran,
Rodrigo and Gutica, Mirela and Heinemann, Birte and Kraemer, Eileen and Lonati,
Violetta and Mirolo, Claudio and et al.}, year={2019}, pages={261–262} }'
chicago: 'Izu, Cruz, Carsten Schulte, Ashish Aggarwal, Quintin I. Cutts, Rodrigo
Duran, Mirela Gutica, Birte Heinemann, et al. “Program Comprehension: Identifying
Learning Trajectories for Novice Programmers.” In Proceedings of the 2019 (ACM)
Conference on Innovation and Technology in Computer Science Education, Aberdeen,
Scotland, UK, July 15-17, 2019, 261–62, 2019. https://doi.org/10.1145/3304221.3325531.'
ieee: 'C. Izu et al., “Program Comprehension: Identifying Learning Trajectories
for Novice Programmers,” in Proceedings of the 2019 (ACM) Conference on Innovation
and Technology in Computer Science Education, Aberdeen, Scotland, UK, July 15-17,
2019, 2019, pp. 261–262.'
mla: 'Izu, Cruz, et al. “Program Comprehension: Identifying Learning Trajectories
for Novice Programmers.” Proceedings of the 2019 (ACM) Conference on Innovation
and Technology in Computer Science Education, Aberdeen, Scotland, UK, July 15-17,
2019, 2019, pp. 261–62, doi:10.1145/3304221.3325531.'
short: 'C. Izu, C. Schulte, A. Aggarwal, Q. I. Cutts, R. Duran, M. Gutica, B. Heinemann,
E. Kraemer, V. Lonati, C. Mirolo, R. Weeda, in: Proceedings of the 2019 (ACM)
Conference on Innovation and Technology in Computer Science Education, Aberdeen,
Scotland, UK, July 15-17, 2019, 2019, pp. 261–262.'
date_created: 2020-01-15T07:55:25Z
date_updated: 2022-01-06T06:52:29Z
department:
- _id: '67'
doi: 10.1145/3304221.3325531
language:
- iso: eng
page: 261-262
publication: Proceedings of the 2019 (ACM) Conference on Innovation and Technology
in Computer Science Education, Aberdeen, Scotland, UK, July 15-17, 2019
status: public
title: 'Program Comprehension: Identifying Learning Trajectories for Novice Programmers'
type: conference
user_id: '21145'
year: '2019'
...
---
_id: '15579'
author:
- first_name: Florian
full_name: Kapp, Florian
last_name: Kapp
- first_name: Carsten
full_name: Schulte, Carsten
id: '60311'
last_name: Schulte
citation:
ama: 'Kapp F, Schulte C. Einsatz von Jupyter Notebooks am Beispiel eines fiktiven
Kriminalfalls. In: Informatik für alle, 18. GI-Fachtagung Informatik und Schule,
(INFOS) 2019, 16.-18. September 2019, Dortmund. ; 2019:247-256. doi:10.18420/infos2019-c10'
apa: Kapp, F., & Schulte, C. (2019). Einsatz von Jupyter Notebooks am Beispiel
eines fiktiven Kriminalfalls. In Informatik für alle, 18. GI-Fachtagung Informatik
und Schule, (INFOS) 2019, 16.-18. September 2019, Dortmund (pp. 247–256).
https://doi.org/10.18420/infos2019-c10
bibtex: '@inproceedings{Kapp_Schulte_2019, title={Einsatz von Jupyter Notebooks
am Beispiel eines fiktiven Kriminalfalls}, DOI={10.18420/infos2019-c10},
booktitle={Informatik für alle, 18. GI-Fachtagung Informatik und Schule, (INFOS)
2019, 16.-18. September 2019, Dortmund}, author={Kapp, Florian and Schulte, Carsten},
year={2019}, pages={247–256} }'
chicago: Kapp, Florian, and Carsten Schulte. “Einsatz von Jupyter Notebooks am Beispiel
eines fiktiven Kriminalfalls.” In Informatik für alle, 18. GI-Fachtagung Informatik
und Schule, (INFOS) 2019, 16.-18. September 2019, Dortmund, 247–56, 2019.
https://doi.org/10.18420/infos2019-c10.
ieee: F. Kapp and C. Schulte, “Einsatz von Jupyter Notebooks am Beispiel eines fiktiven
Kriminalfalls,” in Informatik für alle, 18. GI-Fachtagung Informatik und Schule,
(INFOS) 2019, 16.-18. September 2019, Dortmund, 2019, pp. 247–256.
mla: Kapp, Florian, and Carsten Schulte. “Einsatz von Jupyter Notebooks am Beispiel
eines fiktiven Kriminalfalls.” Informatik für alle, 18. GI-Fachtagung Informatik
und Schule, (INFOS) 2019, 16.-18. September 2019, Dortmund, 2019, pp. 247–56,
doi:10.18420/infos2019-c10.
short: 'F. Kapp, C. Schulte, in: Informatik für alle, 18. GI-Fachtagung Informatik
und Schule, (INFOS) 2019, 16.-18. September 2019, Dortmund, 2019, pp. 247–256.'
date_created: 2020-01-15T08:05:13Z
date_updated: 2022-01-06T06:52:29Z
department:
- _id: '67'
doi: 10.18420/infos2019-c10
language:
- iso: ger
page: 247-256
publication: Informatik für alle, 18. GI-Fachtagung Informatik und Schule, (INFOS)
2019, 16.-18. September 2019, Dortmund
status: public
title: Einsatz von Jupyter Notebooks am Beispiel eines fiktiven Kriminalfalls
type: conference
user_id: '21145'
year: '2019'
...
---
_id: '15581'
author:
- first_name: Kathrin
full_name: Müller, Kathrin
last_name: Müller
- first_name: Carsten
full_name: Schulte, Carsten
id: '60311'
last_name: Schulte
- first_name: Johannes
full_name: Magenheim, Johannes
last_name: Magenheim
citation:
ama: 'Müller K, Schulte C, Magenheim J. Zur Relevanz eines Prozessbereiches Interaktion
und Exploration im Kontext informatischer Bildung im Primarbereich. In: Informatik
für alle, 18. GI-Fachtagung Informatik und Schule, (INFOS) 2019, 16.-18. September
2019, Dortmund. ; 2019:139-148. doi:10.18420/infos2019-b10'
apa: Müller, K., Schulte, C., & Magenheim, J. (2019). Zur Relevanz eines Prozessbereiches
Interaktion und Exploration im Kontext informatischer Bildung im Primarbereich.
In Informatik für alle, 18. GI-Fachtagung Informatik und Schule, (INFOS) 2019,
16.-18. September 2019, Dortmund (pp. 139–148). https://doi.org/10.18420/infos2019-b10
bibtex: '@inproceedings{Müller_Schulte_Magenheim_2019, title={Zur Relevanz eines
Prozessbereiches Interaktion und Exploration im Kontext informatischer Bildung
im Primarbereich}, DOI={10.18420/infos2019-b10},
booktitle={Informatik für alle, 18. GI-Fachtagung Informatik und Schule, (INFOS)
2019, 16.-18. September 2019, Dortmund}, author={Müller, Kathrin and Schulte,
Carsten and Magenheim, Johannes}, year={2019}, pages={139–148} }'
chicago: Müller, Kathrin, Carsten Schulte, and Johannes Magenheim. “Zur Relevanz
eines Prozessbereiches Interaktion und Exploration im Kontext informatischer Bildung
im Primarbereich.” In Informatik für alle, 18. GI-Fachtagung Informatik und
Schule, (INFOS) 2019, 16.-18. September 2019, Dortmund, 139–48, 2019. https://doi.org/10.18420/infos2019-b10.
ieee: K. Müller, C. Schulte, and J. Magenheim, “Zur Relevanz eines Prozessbereiches
Interaktion und Exploration im Kontext informatischer Bildung im Primarbereich,”
in Informatik für alle, 18. GI-Fachtagung Informatik und Schule, (INFOS) 2019,
16.-18. September 2019, Dortmund, 2019, pp. 139–148.
mla: Müller, Kathrin, et al. “Zur Relevanz eines Prozessbereiches Interaktion und
Exploration im Kontext informatischer Bildung im Primarbereich.” Informatik
für alle, 18. GI-Fachtagung Informatik und Schule, (INFOS) 2019, 16.-18. September
2019, Dortmund, 2019, pp. 139–48, doi:10.18420/infos2019-b10.
short: 'K. Müller, C. Schulte, J. Magenheim, in: Informatik für alle, 18. GI-Fachtagung
Informatik und Schule, (INFOS) 2019, 16.-18. September 2019, Dortmund, 2019, pp.
139–148.'
date_created: 2020-01-15T08:34:49Z
date_updated: 2022-01-06T06:52:29Z
department:
- _id: '67'
doi: 10.18420/infos2019-b10
language:
- iso: ger
page: 139-148
publication: Informatik für alle, 18. GI-Fachtagung Informatik und Schule, (INFOS)
2019, 16.-18. September 2019, Dortmund
status: public
title: Zur Relevanz eines Prozessbereiches Interaktion und Exploration im Kontext
informatischer Bildung im Primarbereich
type: conference
user_id: '21145'
year: '2019'
...
---
_id: '15583'
author:
- first_name: Ann-Katrin
full_name: Schmidt, Ann-Katrin
last_name: Schmidt
- first_name: Carsten
full_name: Schulte, Carsten
id: '60311'
last_name: Schulte
citation:
ama: 'Schmidt A-K, Schulte C. Das RetiBNE Café. In: Informatik für alle, 18.
GI-Fachtagung Informatik und Schule, (INFOS) 2019, 16.-18. September 2019, Dortmund.
; 2019:315-324. doi:10.18420/infos2019-c17'
apa: Schmidt, A.-K., & Schulte, C. (2019). Das RetiBNE Café. In Informatik
für alle, 18. GI-Fachtagung Informatik und Schule, (INFOS) 2019, 16.-18. September
2019, Dortmund (pp. 315–324). https://doi.org/10.18420/infos2019-c17
bibtex: '@inproceedings{Schmidt_Schulte_2019, title={Das RetiBNE Café}, DOI={10.18420/infos2019-c17}, booktitle={Informatik
für alle, 18. GI-Fachtagung Informatik und Schule, (INFOS) 2019, 16.-18. September
2019, Dortmund}, author={Schmidt, Ann-Katrin and Schulte, Carsten}, year={2019},
pages={315–324} }'
chicago: Schmidt, Ann-Katrin, and Carsten Schulte. “Das RetiBNE Café.” In Informatik
für alle, 18. GI-Fachtagung Informatik und Schule, (INFOS) 2019, 16.-18. September
2019, Dortmund, 315–24, 2019. https://doi.org/10.18420/infos2019-c17.
ieee: A.-K. Schmidt and C. Schulte, “Das RetiBNE Café,” in Informatik für alle,
18. GI-Fachtagung Informatik und Schule, (INFOS) 2019, 16.-18. September 2019,
Dortmund, 2019, pp. 315–324.
mla: Schmidt, Ann-Katrin, and Carsten Schulte. “Das RetiBNE Café.” Informatik
für alle, 18. GI-Fachtagung Informatik und Schule, (INFOS) 2019, 16.-18. September
2019, Dortmund, 2019, pp. 315–24, doi:10.18420/infos2019-c17.
short: 'A.-K. Schmidt, C. Schulte, in: Informatik für alle, 18. GI-Fachtagung Informatik
und Schule, (INFOS) 2019, 16.-18. September 2019, Dortmund, 2019, pp. 315–324.'
date_created: 2020-01-15T08:43:51Z
date_updated: 2022-01-06T06:52:30Z
department:
- _id: '67'
doi: 10.18420/infos2019-c17
language:
- iso: ger
page: 315-324
publication: Informatik für alle, 18. GI-Fachtagung Informatik und Schule, (INFOS)
2019, 16.-18. September 2019, Dortmund
status: public
title: Das RetiBNE Café
type: conference
user_id: '21145'
year: '2019'
...
---
_id: '15720'
author:
- first_name: Adrian
full_name: Wilke, Adrian
id: '9101'
last_name: Wilke
orcid: 0000-0002-6575-807X
- first_name: Johannes
full_name: Magenheim, Johannes
last_name: Magenheim
citation:
ama: 'Wilke A, Magenheim J. Critical Incidents for Technology Enhanced Learning
in Vocational Education and Training. In: IEEE Global Engineering Education
Conference, EDUCON 2019, Dubai, United Arab Emirates, April 8-11, 2019. ;
2019:892-899. doi:10.1109/EDUCON.2019.8725025'
apa: Wilke, A., & Magenheim, J. (2019). Critical Incidents for Technology Enhanced
Learning in Vocational Education and Training. In IEEE Global Engineering Education
Conference, EDUCON 2019, Dubai, United Arab Emirates, April 8-11, 2019 (pp.
892–899). https://doi.org/10.1109/EDUCON.2019.8725025
bibtex: '@inproceedings{Wilke_Magenheim_2019, title={Critical Incidents for Technology
Enhanced Learning in Vocational Education and Training}, DOI={10.1109/EDUCON.2019.8725025},
booktitle={IEEE Global Engineering Education Conference, EDUCON 2019, Dubai, United
Arab Emirates, April 8-11, 2019}, author={Wilke, Adrian and Magenheim, Johannes},
year={2019}, pages={892–899} }'
chicago: Wilke, Adrian, and Johannes Magenheim. “Critical Incidents for Technology
Enhanced Learning in Vocational Education and Training.” In IEEE Global Engineering
Education Conference, EDUCON 2019, Dubai, United Arab Emirates, April 8-11, 2019,
892–99, 2019. https://doi.org/10.1109/EDUCON.2019.8725025.
ieee: A. Wilke and J. Magenheim, “Critical Incidents for Technology Enhanced Learning
in Vocational Education and Training,” in IEEE Global Engineering Education
Conference, EDUCON 2019, Dubai, United Arab Emirates, April 8-11, 2019, 2019,
pp. 892–899.
mla: Wilke, Adrian, and Johannes Magenheim. “Critical Incidents for Technology Enhanced
Learning in Vocational Education and Training.” IEEE Global Engineering Education
Conference, EDUCON 2019, Dubai, United Arab Emirates, April 8-11, 2019, 2019,
pp. 892–99, doi:10.1109/EDUCON.2019.8725025.
short: 'A. Wilke, J. Magenheim, in: IEEE Global Engineering Education Conference,
EDUCON 2019, Dubai, United Arab Emirates, April 8-11, 2019, 2019, pp. 892–899.'
date_created: 2020-01-30T10:39:45Z
date_updated: 2022-01-06T06:52:32Z
department:
- _id: '67'
doi: 10.1109/EDUCON.2019.8725025
language:
- iso: eng
page: 892-899
publication: IEEE Global Engineering Education Conference, EDUCON 2019, Dubai, United
Arab Emirates, April 8-11, 2019
status: public
title: Critical Incidents for Technology Enhanced Learning in Vocational Education
and Training
type: conference
user_id: '21145'
year: '2019'
...
---
_id: '15721'
author:
- first_name: Olaf
full_name: Köller, Olaf
last_name: Köller
- first_name: Johannes
full_name: Magenheim, Johannes
last_name: Magenheim
- first_name: Heike
full_name: Molitor, Heike
last_name: Molitor
- first_name: Uwe
full_name: Pfenning, Uwe
last_name: Pfenning
- first_name: J{\
full_name: Ramseger, J{\
last_name: Ramseger
- first_name: Mirjam
full_name: Steffensky, Mirjam
last_name: Steffensky
- first_name: Christian
full_name: Wiesmüller, Christian
last_name: Wiesmüller
- first_name: Esther
full_name: Winther, Esther
last_name: Winther
- first_name: Bernd
full_name: Wollring, Bernd
last_name: Wollring
citation:
ama: Köller O, Magenheim J, Molitor H, et al. Zieldimensionen Für Multiplikatorinnen
Und Multiplikatoren Früher MINT-Bildung. Verlag Barbara Budrich; 2019.
apa: Köller, O., Magenheim, J., Molitor, H., Pfenning, U., Ramseger, J., Steffensky,
M., … Wollring, B. (2019). Zieldimensionen für Multiplikatorinnen und Multiplikatoren
früher MINT-Bildung. Verlag Barbara Budrich.
bibtex: '@book{Köller_Magenheim_Molitor_Pfenning_Ramseger_Steffensky_Wiesmüller_Winther_Wollring_2019,
title={Zieldimensionen für Multiplikatorinnen und Multiplikatoren früher MINT-Bildung},
publisher={Verlag Barbara Budrich}, author={Köller, Olaf and Magenheim, Johannes
and Molitor, Heike and Pfenning, Uwe and Ramseger, J{\ and Steffensky, Mirjam
and Wiesmüller, Christian and Winther, Esther and Wollring, Bernd}, year={2019}
}'
chicago: Köller, Olaf, Johannes Magenheim, Heike Molitor, Uwe Pfenning, J{\ Ramseger,
Mirjam Steffensky, Christian Wiesmüller, Esther Winther, and Bernd Wollring. Zieldimensionen
Für Multiplikatorinnen Und Multiplikatoren Früher MINT-Bildung. Verlag Barbara
Budrich, 2019.
ieee: O. Köller et al., Zieldimensionen für Multiplikatorinnen und Multiplikatoren
früher MINT-Bildung. Verlag Barbara Budrich, 2019.
mla: Köller, Olaf, et al. Zieldimensionen Für Multiplikatorinnen Und Multiplikatoren
Früher MINT-Bildung. Verlag Barbara Budrich, 2019.
short: O. Köller, J. Magenheim, H. Molitor, U. Pfenning, J. Ramseger, M. Steffensky,
C. Wiesmüller, E. Winther, B. Wollring, Zieldimensionen Für Multiplikatorinnen
Und Multiplikatoren Früher MINT-Bildung, Verlag Barbara Budrich, 2019.
date_created: 2020-01-30T10:46:26Z
date_updated: 2022-01-06T06:52:32Z
department:
- _id: '67'
language:
- iso: eng
publisher: Verlag Barbara Budrich
status: public
title: Zieldimensionen für Multiplikatorinnen und Multiplikatoren früher MINT-Bildung
type: book
user_id: '21145'
year: '2019'
...
---
_id: '15741'
abstract:
- lang: eng
text: "\r\nIn many cyber–physical systems, we encounter the problem of remote state
estimation of geo- graphically distributed and remote physical processes. This
paper studies the scheduling of sensor transmissions to estimate the states of
multiple remote, dynamic processes. Information from the different sensors has
to be transmitted to a central gateway over a wireless network for monitoring
purposes, where typically fewer wireless channels are available than there are
processes to be monitored. For effective estimation at the gateway, the sensors
need to be scheduled appropriately, i.e., at each time instant one needs to decide
which sensors have network access and which ones do not. To address this scheduling
problem, we formulate an associated Markov decision process (MDP). This MDP is
then solved using a Deep Q-Network, a recent deep reinforcement learning algorithm
that is at once scalable and model-free. We compare our scheduling algorithm to
popular scheduling algorithms such as round-robin and reduced-waiting-time, among
others. Our algorithm is shown to significantly outperform these algorithms for
many example scenario"
article_number: '108759'
author:
- first_name: Alex S.
full_name: Leong, Alex S.
last_name: Leong
- first_name: Arunselvan
full_name: Ramaswamy, Arunselvan
id: '66937'
last_name: Ramaswamy
orcid: https://orcid.org/ 0000-0001-7547-8111
- first_name: Daniel E.
full_name: Quevedo, Daniel E.
last_name: Quevedo
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
- first_name: Ling
full_name: Shi, Ling
last_name: Shi
citation:
ama: Leong AS, Ramaswamy A, Quevedo DE, Karl H, Shi L. Deep reinforcement learning
for wireless sensor scheduling in cyber–physical systems. Automatica. 2019.
doi:10.1016/j.automatica.2019.108759
apa: Leong, A. S., Ramaswamy, A., Quevedo, D. E., Karl, H., & Shi, L. (2019).
Deep reinforcement learning for wireless sensor scheduling in cyber–physical systems.
Automatica. https://doi.org/10.1016/j.automatica.2019.108759
bibtex: '@article{Leong_Ramaswamy_Quevedo_Karl_Shi_2019, title={Deep reinforcement
learning for wireless sensor scheduling in cyber–physical systems}, DOI={10.1016/j.automatica.2019.108759},
number={108759}, journal={Automatica}, author={Leong, Alex S. and Ramaswamy, Arunselvan
and Quevedo, Daniel E. and Karl, Holger and Shi, Ling}, year={2019} }'
chicago: Leong, Alex S., Arunselvan Ramaswamy, Daniel E. Quevedo, Holger Karl, and
Ling Shi. “Deep Reinforcement Learning for Wireless Sensor Scheduling in Cyber–Physical
Systems.” Automatica, 2019. https://doi.org/10.1016/j.automatica.2019.108759.
ieee: A. S. Leong, A. Ramaswamy, D. E. Quevedo, H. Karl, and L. Shi, “Deep reinforcement
learning for wireless sensor scheduling in cyber–physical systems,” Automatica,
2019.
mla: Leong, Alex S., et al. “Deep Reinforcement Learning for Wireless Sensor Scheduling
in Cyber–Physical Systems.” Automatica, 108759, 2019, doi:10.1016/j.automatica.2019.108759.
short: A.S. Leong, A. Ramaswamy, D.E. Quevedo, H. Karl, L. Shi, Automatica (2019).
date_created: 2020-01-31T15:55:27Z
date_updated: 2022-01-06T06:52:32Z
ddc:
- '000'
department:
- _id: '7'
- _id: '34'
- _id: '3'
- _id: '75'
- _id: '57'
doi: 10.1016/j.automatica.2019.108759
file:
- access_level: closed
content_type: application/pdf
creator: hkarl
date_created: 2020-01-31T15:57:50Z
date_updated: 2020-01-31T15:57:50Z
file_id: '15743'
file_name: leoram20a.pdf
file_size: '675382'
relation: main_file
success: 1
file_date_updated: 2020-01-31T15:57:50Z
has_accepted_license: '1'
language:
- iso: eng
project:
- _id: '24'
name: Netzgewahre Regelung & regelungsgewahre Netze
publication: Automatica
publication_identifier:
issn:
- 0005-1098
publication_status: published
quality_controlled: '1'
status: public
title: Deep reinforcement learning for wireless sensor scheduling in cyber–physical
systems
type: journal_article
user_id: '126'
year: '2019'
...
---
_id: '15746'
author:
- first_name: Oliver
full_name: Otte, Oliver
last_name: Otte
citation:
ama: Otte O. Outsourced Decryption of Attribute-Based Ciphertexts.; 2019.
apa: Otte, O. (2019). Outsourced Decryption of Attribute-based Ciphertexts.
bibtex: '@book{Otte_2019, title={Outsourced Decryption of Attribute-based Ciphertexts},
author={Otte, Oliver}, year={2019} }'
chicago: Otte, Oliver. Outsourced Decryption of Attribute-Based Ciphertexts,
2019.
ieee: O. Otte, Outsourced Decryption of Attribute-based Ciphertexts. 2019.
mla: Otte, Oliver. Outsourced Decryption of Attribute-Based Ciphertexts.
2019.
short: O. Otte, Outsourced Decryption of Attribute-Based Ciphertexts, 2019.
date_created: 2020-02-03T09:43:19Z
date_updated: 2022-01-06T06:52:32Z
department:
- _id: '64'
language:
- iso: eng
status: public
title: Outsourced Decryption of Attribute-based Ciphertexts
type: mastersthesis
user_id: '13703'
year: '2019'
...
---
_id: '15747'
author:
- first_name: Nico Christof
full_name: Wördenweber, Nico Christof
last_name: Wördenweber
citation:
ama: Wördenweber NC. On the Security of the Rouselakis-Waters Ciphertext-Policy
Attribute-Based Encryption Scheme in the Random Oracle Model.; 2019.
apa: Wördenweber, N. C. (2019). On the Security of the Rouselakis-Waters Ciphertext-Policy
Attribute-Based Encryption Scheme in the Random Oracle Model.
bibtex: '@book{Wördenweber_2019, title={On the Security of the Rouselakis-Waters
Ciphertext-Policy Attribute-Based Encryption Scheme in the Random Oracle Model},
author={Wördenweber, Nico Christof}, year={2019} }'
chicago: Wördenweber, Nico Christof. On the Security of the Rouselakis-Waters
Ciphertext-Policy Attribute-Based Encryption Scheme in the Random Oracle Model,
2019.
ieee: N. C. Wördenweber, On the Security of the Rouselakis-Waters Ciphertext-Policy
Attribute-Based Encryption Scheme in the Random Oracle Model. 2019.
mla: Wördenweber, Nico Christof. On the Security of the Rouselakis-Waters Ciphertext-Policy
Attribute-Based Encryption Scheme in the Random Oracle Model. 2019.
short: N.C. Wördenweber, On the Security of the Rouselakis-Waters Ciphertext-Policy
Attribute-Based Encryption Scheme in the Random Oracle Model, 2019.
date_created: 2020-02-03T09:45:01Z
date_updated: 2022-01-06T06:52:32Z
department:
- _id: '64'
language:
- iso: eng
status: public
title: On the Security of the Rouselakis-Waters Ciphertext-Policy Attribute-Based
Encryption Scheme in the Random Oracle Model
type: bachelorsthesis
user_id: '13703'
year: '2019'
...
---
_id: '15812'
abstract:
- lang: eng
text: Connectionist temporal classification (CTC) is a sequence-level loss that
has been successfully applied to train recurrent neural network (RNN) models for
automatic speech recognition. However, one major weakness of CTC is the conditional
independence assumption that makes it difficult for the model to learn label dependencies.
In this paper, we propose stimulated CTC, which uses stimulated learning to help
CTC models learn label dependencies implicitly by using an auxiliary RNN to generate
the appropriate stimuli. This stimuli comes in the form of an additional stimulation
loss term which encourages the model to learn said label dependencies. The auxiliary
network is only used during training and the inference model has the same structure
as a standard CTC model. The proposed stimulated CTC model achieves about 35%
relative character error rate improvements on a synthetic gesture keyboard recognition
task and over 30% relative word error rate improvements on the Librispeech automatic
speech recognition tasks over a baseline model trained with CTC only.
author:
- first_name: Jahn
full_name: Heymann, Jahn
last_name: Heymann
- first_name: Bo Li
full_name: Khe Chai Sim, Bo Li
last_name: Khe Chai Sim
citation:
ama: 'Heymann J, Khe Chai Sim BL. Improving CTC Using Stimulated Learning for Sequence
Modeling. In: ICASSP 2019, Brighton, UK. ; 2019.'
apa: Heymann, J., & Khe Chai Sim, B. L. (2019). Improving CTC Using Stimulated
Learning for Sequence Modeling. In ICASSP 2019, Brighton, UK.
bibtex: '@inproceedings{Heymann_Khe Chai Sim_2019, title={Improving CTC Using Stimulated
Learning for Sequence Modeling}, booktitle={ICASSP 2019, Brighton, UK}, author={Heymann,
Jahn and Khe Chai Sim, Bo Li}, year={2019} }'
chicago: Heymann, Jahn, and Bo Li Khe Chai Sim. “Improving CTC Using Stimulated
Learning for Sequence Modeling.” In ICASSP 2019, Brighton, UK, 2019.
ieee: J. Heymann and B. L. Khe Chai Sim, “Improving CTC Using Stimulated Learning
for Sequence Modeling,” in ICASSP 2019, Brighton, UK, 2019.
mla: Heymann, Jahn, and Bo Li Khe Chai Sim. “Improving CTC Using Stimulated Learning
for Sequence Modeling.” ICASSP 2019, Brighton, UK, 2019.
short: 'J. Heymann, B.L. Khe Chai Sim, in: ICASSP 2019, Brighton, UK, 2019.'
date_created: 2020-02-06T07:22:47Z
date_updated: 2022-01-06T06:52:35Z
ddc:
- '000'
department:
- _id: '54'
file:
- access_level: open_access
content_type: application/pdf
creator: huesera
date_created: 2020-02-06T07:24:26Z
date_updated: 2020-02-06T07:24:26Z
file_id: '15813'
file_name: ICASSP_2019_Heymann_1_Paper.pdf
file_size: 239665
relation: main_file
file_date_updated: 2020-02-06T07:24:26Z
has_accepted_license: '1'
language:
- iso: eng
oa: '1'
project:
- _id: '52'
name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: ICASSP 2019, Brighton, UK
status: public
title: Improving CTC Using Stimulated Learning for Sequence Modeling
type: conference
user_id: '59789'
year: '2019'
...
---
_id: '15816'
abstract:
- lang: eng
text: 'Despite the strong modeling power of neural network acoustic models, speech
enhancement has been shown to deliver additional word error rate improvements
if multi-channel data is available. However, there has been a longstanding debate
whether enhancement should also be carried out on the ASR training data. In an
extensive experimental evaluation on the acoustically very challenging CHiME-5
dinner party data we show that: (i) cleaning up the training data can lead to
substantial error rate reductions, and (ii) enhancement in training is advisable
as long as enhancement in test is at least as strong as in training. This approach
stands in contrast and delivers larger gains than the common strategy reported
in the literature to augment the training database with additional artificially
degraded speech. Together with an acoustic model topology consisting of initial
CNN layers followed by factorized TDNN layers we achieve with 41.6% and 43.2%
WER on the DEV and EVAL test sets, respectively, a new single-system state-of-the-art
result on the CHiME-5 data. This is a 8% relative improvement compared to the
best word error rate published so far for a speech recognizer without system combination.'
author:
- first_name: Catalin
full_name: Zorila, Catalin
last_name: Zorila
- first_name: Christoph
full_name: Boeddeker, Christoph
id: '40767'
last_name: Boeddeker
- first_name: Rama
full_name: Doddipatla, Rama
last_name: Doddipatla
- first_name: Reinhold
full_name: Haeb-Umbach, Reinhold
id: '242'
last_name: Haeb-Umbach
citation:
ama: 'Zorila C, Boeddeker C, Doddipatla R, Haeb-Umbach R. An Investigation Into
the Effectiveness of Enhancement in ASR Training and Test for Chime-5 Dinner Party
Transcription. In: ASRU 2019, Sentosa, Singapore. ; 2019.'
apa: Zorila, C., Boeddeker, C., Doddipatla, R., & Haeb-Umbach, R. (2019). An
Investigation Into the Effectiveness of Enhancement in ASR Training and Test for
Chime-5 Dinner Party Transcription. In ASRU 2019, Sentosa, Singapore.
bibtex: '@inproceedings{Zorila_Boeddeker_Doddipatla_Haeb-Umbach_2019, title={An
Investigation Into the Effectiveness of Enhancement in ASR Training and Test for
Chime-5 Dinner Party Transcription}, booktitle={ASRU 2019, Sentosa, Singapore},
author={Zorila, Catalin and Boeddeker, Christoph and Doddipatla, Rama and Haeb-Umbach,
Reinhold}, year={2019} }'
chicago: Zorila, Catalin, Christoph Boeddeker, Rama Doddipatla, and Reinhold Haeb-Umbach.
“An Investigation Into the Effectiveness of Enhancement in ASR Training and Test
for Chime-5 Dinner Party Transcription.” In ASRU 2019, Sentosa, Singapore,
2019.
ieee: C. Zorila, C. Boeddeker, R. Doddipatla, and R. Haeb-Umbach, “An Investigation
Into the Effectiveness of Enhancement in ASR Training and Test for Chime-5 Dinner
Party Transcription,” in ASRU 2019, Sentosa, Singapore, 2019.
mla: Zorila, Catalin, et al. “An Investigation Into the Effectiveness of Enhancement
in ASR Training and Test for Chime-5 Dinner Party Transcription.” ASRU 2019,
Sentosa, Singapore, 2019.
short: 'C. Zorila, C. Boeddeker, R. Doddipatla, R. Haeb-Umbach, in: ASRU 2019, Sentosa,
Singapore, 2019.'
date_created: 2020-02-06T07:35:08Z
date_updated: 2022-01-06T06:52:37Z
ddc:
- '000'
department:
- _id: '54'
file:
- access_level: open_access
content_type: application/pdf
creator: huesera
date_created: 2020-02-06T07:42:42Z
date_updated: 2020-02-06T07:42:42Z
file_id: '15817'
file_name: ASRU_2019_Boeddeker_Paper.pdf
file_size: 200256
relation: main_file
- access_level: open_access
content_type: application/pdf
creator: huesera
date_created: 2020-02-06T07:42:55Z
date_updated: 2020-02-06T07:42:55Z
file_id: '15818'
file_name: ASRU_2019_Boeddeker_Poster.pdf
file_size: 123963
relation: main_file
file_date_updated: 2020-02-06T07:42:55Z
has_accepted_license: '1'
language:
- iso: eng
oa: '1'
project:
- _id: '52'
name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: ASRU 2019, Sentosa, Singapore
status: public
title: An Investigation Into the Effectiveness of Enhancement in ASR Training and
Test for Chime-5 Dinner Party Transcription
type: conference
user_id: '59789'
year: '2019'
...
---
_id: '15819'
author:
- first_name: Matthias
full_name: Leutnant, Matthias
last_name: Leutnant
citation:
ama: Leutnant M. Experimentelle Untersuchung Des SEM-Algorithmus.; 2019.
apa: Leutnant, M. (2019). Experimentelle Untersuchung des SEM-Algorithmus.
bibtex: '@book{Leutnant_2019, title={Experimentelle Untersuchung des SEM-Algorithmus},
author={Leutnant, Matthias}, year={2019} }'
chicago: Leutnant, Matthias. Experimentelle Untersuchung Des SEM-Algorithmus,
2019.
ieee: M. Leutnant, Experimentelle Untersuchung des SEM-Algorithmus. 2019.
mla: Leutnant, Matthias. Experimentelle Untersuchung Des SEM-Algorithmus.
2019.
short: M. Leutnant, Experimentelle Untersuchung Des SEM-Algorithmus, 2019.
date_created: 2020-02-06T08:51:51Z
date_updated: 2022-01-06T06:52:37Z
department:
- _id: '64'
language:
- iso: eng
status: public
supervisor:
- first_name: Johannes
full_name: Blömer, Johannes
id: '23'
last_name: Blömer
title: Experimentelle Untersuchung des SEM-Algorithmus
type: bachelorsthesis
user_id: '13291'
year: '2019'
...
---
_id: '15838'
abstract:
- lang: eng
text: In the field of software analysis a trade-off between scalability and accuracy
always exists. In this respect, Android app analysis is no exception, in particular,
analyzing large or many apps can be challenging. Dealing with many small apps
is a typical challenge when facing micro-benchmarks such as DROIDBENCH or ICC-BENCH.
These particular benchmarks are not only used for the evaluation of novel tools
but also in continuous integration pipelines of existing mature tools to maintain
and guarantee a certain quality-level. Considering this latter usage it becomes
very important to be able to achieve benchmark results as fast as possible. Hence,
benchmarks have to be optimized for this purpose. One approach to do so is app
merging. We implemented the Android Merge Tool (AMT) following this approach and
show that its novel aspects can be used to produce scaled up and accurate benchmarks.
For such benchmarks Android app analysis tools do not suffer from the scalability-accuracy
trade-off anymore. We show this throughout detailed experiments on DROIDBENCH
employing three different analysis tools (AMANDROID, ICCTA, FLOWDROID). Benchmark
execution times are largely reduced without losing benchmark accuracy. Moreover,
we argue why AMT is an advantageous successor of the state-of-the-art app merging
tool (APKCOMBINER) in analysis lift-up scenarios.
author:
- first_name: Felix
full_name: Pauck, Felix
id: '22398'
last_name: Pauck
- first_name: Shikun
full_name: Zhang, Shikun
last_name: Zhang
citation:
ama: 'Pauck F, Zhang S. Android App Merging for Benchmark Speed-Up and Analysis
Lift-Up. In: 2019 34th IEEE/ACM International Conference on Automated Software
Engineering Workshop (ASEW). ; 2019. doi:10.1109/asew.2019.00019'
apa: Pauck, F., & Zhang, S. (2019). Android App Merging for Benchmark Speed-Up
and Analysis Lift-Up. In 2019 34th IEEE/ACM International Conference on Automated
Software Engineering Workshop (ASEW). https://doi.org/10.1109/asew.2019.00019
bibtex: '@inproceedings{Pauck_Zhang_2019, title={Android App Merging for Benchmark
Speed-Up and Analysis Lift-Up}, DOI={10.1109/asew.2019.00019},
booktitle={2019 34th IEEE/ACM International Conference on Automated Software Engineering
Workshop (ASEW)}, author={Pauck, Felix and Zhang, Shikun}, year={2019} }'
chicago: Pauck, Felix, and Shikun Zhang. “Android App Merging for Benchmark Speed-Up
and Analysis Lift-Up.” In 2019 34th IEEE/ACM International Conference on Automated
Software Engineering Workshop (ASEW), 2019. https://doi.org/10.1109/asew.2019.00019.
ieee: F. Pauck and S. Zhang, “Android App Merging for Benchmark Speed-Up and Analysis
Lift-Up,” in 2019 34th IEEE/ACM International Conference on Automated Software
Engineering Workshop (ASEW), 2019.
mla: Pauck, Felix, and Shikun Zhang. “Android App Merging for Benchmark Speed-Up
and Analysis Lift-Up.” 2019 34th IEEE/ACM International Conference on Automated
Software Engineering Workshop (ASEW), 2019, doi:10.1109/asew.2019.00019.
short: 'F. Pauck, S. Zhang, in: 2019 34th IEEE/ACM International Conference on Automated
Software Engineering Workshop (ASEW), 2019.'
date_created: 2020-02-06T17:06:51Z
date_updated: 2022-01-06T06:52:38Z
ddc:
- '004'
department:
- _id: '77'
doi: 10.1109/asew.2019.00019
file:
- access_level: closed
content_type: application/pdf
creator: fpauck
date_created: 2020-02-06T17:09:45Z
date_updated: 2020-02-06T17:09:45Z
file_id: '15839'
file_name: AMT_final.pdf
file_size: 644517
relation: main_file
file_date_updated: 2020-02-06T17:09:45Z
has_accepted_license: '1'
keyword:
- Program Analysis
- Android App Analysis
- Taint Analysis
- App Merging
- Benchmark
language:
- iso: eng
project:
- _id: '1'
name: SFB 901
- _id: '3'
name: SFB 901 - Project Area B
- _id: '12'
name: SFB 901 - Subproject B4
publication: 2019 34th IEEE/ACM International Conference on Automated Software Engineering
Workshop (ASEW)
publication_identifier:
isbn:
- '9781728141367'
publication_status: published
status: public
title: Android App Merging for Benchmark Speed-Up and Analysis Lift-Up
type: conference
user_id: '477'
year: '2019'
...
---
_id: '15883'
author:
- first_name: Shankar
full_name: Kumar Jeyakumar, Shankar
last_name: Kumar Jeyakumar
citation:
ama: Kumar Jeyakumar S. Incremental Learning with Support Vector Machine on Embedded
Platforms.; 2019.
apa: Kumar Jeyakumar, S. (2019). Incremental learning with Support Vector Machine
on embedded platforms.
bibtex: '@book{Kumar Jeyakumar_2019, title={Incremental learning with Support Vector
Machine on embedded platforms}, author={Kumar Jeyakumar, Shankar}, year={2019}
}'
chicago: Kumar Jeyakumar, Shankar. Incremental Learning with Support Vector Machine
on Embedded Platforms, 2019.
ieee: S. Kumar Jeyakumar, Incremental learning with Support Vector Machine on
embedded platforms. 2019.
mla: Kumar Jeyakumar, Shankar. Incremental Learning with Support Vector Machine
on Embedded Platforms. 2019.
short: S. Kumar Jeyakumar, Incremental Learning with Support Vector Machine on Embedded
Platforms, 2019.
date_created: 2020-02-11T16:43:38Z
date_updated: 2022-01-06T06:52:39Z
department:
- _id: '78'
language:
- iso: eng
status: public
supervisor:
- first_name: Hassan
full_name: Ghasemzadeh Mohammadi, Hassan
id: '61186'
last_name: Ghasemzadeh Mohammadi
title: Incremental learning with Support Vector Machine on embedded platforms
type: mastersthesis
user_id: '61186'
year: '2019'
...