Qazi Arbab Ahmed
Fachbereich Ingenieurwissenschaften und Mathematik
https://orcid.org/0000-0002-1837-225420 Publikationen
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6365
@inproceedings{Köse_Ahmed_Jungeblut_2025, place={San Diego, CA, USA.}, title={Bridging the Gap Between AI Quantization and Edge Deployment: INT4 and INT8 on the Edge}, booktitle={The 5th Muslims in Machine Learning (MusIML) Workshop co-located with NeurIPS 2025}, author={Köse, Mohammad Ibrahim and Ahmed, Qazi Arbab and Jungeblut, Thorsten}, editor={NeurIPS 2025 Editor}, year={2025} }
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2025 | Artikel | FH-PUB-ID: 6139
@article{Attaullah_Sanaullah_Peters_Ahmed_Baudisch_Jungeblut_2025, title={DNA: detecting early signs of neurodegenerative diseases through activity and sleep analysis}, volume={19}, DOI={10.3389/fnins.2025.1617758}, journal={Frontiers in Neuroscience}, publisher={Frontiers Media SA}, author={Attaullah, Hasina and Sanaullah, Sanaullah and Peters, Annika and Ahmed, Qazi Arbab and Baudisch, Justin and Jungeblut, Thorsten}, year={2025} }
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| DOI
2025 | Konferenzbeitrag | FH-PUB-ID: 6073 | 
@inproceedings{Jalil_Awais_Ahmed_Mohammadi_Jungeblut_Platzner_2025, title={Deep&Wide: Achieving Area Efficiency in Scalable Approximate Accelerators}, DOI={10.1109/DSN-W65791.2025.00048}, booktitle={2025 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W)}, publisher={IEEE}, author={Jalil, Farjana and Awais, Muhammad and Ahmed, Qazi Arbab and Mohammadi, Hassan Ghasemzadeh and Jungeblut, Thorsten and Platzner, Marco}, editor={Institute of Electrical and Electronics Engineers (IEEE)Editor}, year={2025}, pages={115–118} }
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2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6080
@inproceedings{Jalil_Leuering_Ahmed_Schenck_Jungeblut_2025, place={Bielefeld}, title={NNXC: Neural Network Meets Approximate Computing}, publisher={ Institute for Data Science Solutions}, author={Jalil, Farjana and Leuering, Julien and Ahmed, Qazi Arbab and Schenck, Wolfram and Jungeblut, Thorsten}, year={2025} }
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2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6082
@inproceedings{Wermuth_Ahmed_Jungeblut_2025, place={Bielefeld}, title={From Fisheye to Fusion: Towards Efficient AI-based Indoor Perception for Public Transportation}, booktitle={Workshop on AI and its Applications}, publisher={Institute for Data Science Solutions}, author={Wermuth, Stella and Ahmed, Qazi Arbab and Jungeblut, Thorsten}, year={2025} }
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2025 | Konferenzbeitrag | FH-PUB-ID: 6140
@inproceedings{Ahmed_Mughal_Munir_Schotten_Jungeblut_Kim_Chung_2025, title={MALRIS: Malicious Hardware in RIS-Assisted Wireless Communications}, DOI={10.48550/ARXIV.2508.06340}, publisher={arXiv}, author={Ahmed, Qazi Arbab and Mughal, Danish Mehmood and Munir, Daniyal and Schotten, Hans D. and Jungeblut, Thorsten and Kim, Sang-Hyo and Chung, Min Young}, year={2025} }
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| DOI
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6083
@inproceedings{Köse_Ahmed_Jungeblut_2025, place={Bielefeld}, title={Edge4OD: An Automated Framework for Efficient Execution of Object Detection Algorithms on Edge Devices}, DOI={10.60802/sidas.2025.2}, publisher={Institute for Data Science Solutions}, author={Köse, Mohammad Ibrahim and Ahmed, Qazi Arbab and Jungeblut, Thorsten}, year={2025} }
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| DOI
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6081
@inproceedings{Jalil_Leuering_Ahmed_Schenck_Jungeblut_2025, place={Bielefeld}, title={AutoDSE: Towards HW/AI Co-design of Ultra-low Latency Hardware Accelerators for Industrial Applications}, DOI={10.60802/sidas.2025.2}, booktitle={Workshop on AI and its Applications}, publisher={Institute for Data Science Solutions}, author={Jalil, Farjana and Leuering, Julien and Ahmed, Qazi Arbab and Schenck, Wolfram and Jungeblut, Thorsten}, year={2025} }
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| DOI
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6077
@inproceedings{Leuering_Jalil_Ahmed_Schenck_Jungeblut, place={Bielefeld}, title={Cognitive Edge Computing for Multi-Sensor Applications with Sparse Data and High Latency Requirements}, publisher={Institute for Data Science Solutions}, author={Leuering, Julien and Jalil, Farjana and Ahmed, Qazi Arbab and Schenck, Wolfram and Jungeblut, Thorsten} }
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2024 | Konferenzbeitrag | FH-PUB-ID: 5061 |
@inproceedings{Ahmed_Sadeghi-Kohan_Awais_Platzner_Hellebrand_Jungeblut_Wunderlich_2024, title={RelaX: Reliability Assessment in Approximate Circuits}, author={Ahmed, Qazi Arbab and Sadeghi-Kohan, Somayeh and Awais, Muhammad and Platzner, Marco and Hellebrand, Sybille and Jungeblut, Thorsten and Wunderlich, Hans-Joachim }, year={2024} }
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2024 | Artikel | FH-PUB-ID: 5051
@article{Ahmed_Wiersema_Platzner_2024, title={Post-configuration Activation of Hardware Trojans in FPGAs}, volume={8}, DOI={10.1007/s41635-024-00147-5}, number={2}, journal={Journal of Hardware and Systems Security}, publisher={Springer Science and Business Media LLC}, author={Ahmed, Qazi Arbab and Wiersema, Tobias and Platzner, Marco}, year={2024}, pages={79–93} }
HSBI-PUB
| DOI
2023 | Artikel | FH-PUB-ID: 5052
@article{Irfan_Ayub_Althobiani_Masood_Ahmed_Saeed_Rahman_Abdushkour_Gommosani_Shamji_et al._2023, title={Ensemble learning approach for advanced metering infrastructure in future smart grids}, volume={18}, DOI={10.1371/journal.pone.0289672}, number={10e0289672}, journal={PLOS ONE}, publisher={Public Library of Science (PLoS)}, author={Irfan, Muhammad and Ayub, Nasir and Althobiani, Faisal and Masood, Sabeen and Ahmed, Qazi Arbab and Saeed, Muhammad Hamza and Rahman, Saifur and Abdushkour, Hesham and Gommosani, Mohammad E. and Shamji, V. R. and et al.}, year={2023} }
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| DOI
2023 | Konferenzbeitrag | FH-PUB-ID: 5053
@inproceedings{Ahmed_Awais_Platzner_2023, title={MAAS: Hiding Trojans in Approximate Circuits}, DOI={10.1109/ISQED57927.2023.10129286}, booktitle={2023 24th International Symposium on Quality Electronic Design (ISQED)}, publisher={IEEE}, author={Ahmed, Qazi Arbab and Awais, Muhammad and Platzner, Marco}, editor={IEEEEditor}, year={2023}, pages={1–6} }
HSBI-PUB
| DOI
2023 | Artikel | FH-PUB-ID: 5054 |
@article{Rajput_Alyami_Ahmed_Alshahrani_Asiri_Shaikh_2023, title={Improved Learning-Based Design Space Exploration for Approximate Instance Generation}, volume={11}, DOI={10.1109/ACCESS.2023.3247303}, journal={IEEE Access}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Rajput, Muhammad Awais and Alyami, Sultan and Ahmed, Qazi Arbab and Alshahrani, Hani and Asiri, Yousef and Shaikh, Asadullah}, year={2023}, pages={18291–18299} }
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2023 | Artikel | FH-PUB-ID: 5055
@article{Irfan_Ayub_Ahmed_Rahman_Bashir_Nowakowski_Alqhtani_Sieja_2023, title={AQSA: Aspect-Based Quality Sentiment Analysis for Multi-Labeling with Improved ResNet Hybrid Algorithm}, volume={12}, DOI={10.3390/electronics12061298}, number={61298}, journal={Electronics}, publisher={MDPI AG}, author={Irfan, Muhammad and Ayub, Nasir and Ahmed, Qazi Arbab and Rahman, Saifur and Bashir, Muhammad Salman and Nowakowski, Grzegorz and Alqhtani, Samar M. and Sieja, Marek}, year={2023} }
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| DOI
2022 | Konferenzbeitrag | FH-PUB-ID: 5056
@inproceedings{Ahmed_Platzner_2022, title={On the Detection and Circumvention of Bitstream-level Trojans in FPGAs}, DOI={10.1109/ISVLSI54635.2022.00097}, booktitle={2022 IEEE Computer Society Annual Symposium on VLSI (ISVLSI)}, publisher={IEEE}, author={Ahmed, Qazi Arbab and Platzner, Marco}, editor={IEEEEditor}, year={2022}, pages={434–439} }
HSBI-PUB
| DOI
2021 | Konferenzbeitrag | FH-PUB-ID: 5058
@inproceedings{Ahmed_Wiersema_Platzner_2021, title={Malicious Routing: Circumventing Bitstream-level Verification for FPGAs}, DOI={10.23919/DATE51398.2021.9474026}, booktitle={2021 Design, Automation & Test in Europe Conference & Exhibition (DATE)}, publisher={IEEE}, author={Ahmed, Qazi Arbab and Wiersema, Tobias and Platzner, Marco}, editor={IEEEEditor}, year={2021}, pages={1490–1495} }
HSBI-PUB
| DOI
2021 | Konferenzbeitrag | FH-PUB-ID: 5057
@inproceedings{Ahmed_2021, title={Hardware Trojans in Reconfigurable Computing}, DOI={10.1109/VLSI-SoC53125.2021.9606974}, booktitle={2021 IFIP/IEEE 29th International Conference on Very Large Scale Integration (VLSI-SoC)}, publisher={IEEE}, author={Ahmed, Qazi Arbab}, year={2021}, pages={1–2} }
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| DOI
2019 | Konferenzbeitrag | FH-PUB-ID: 5059
@inproceedings{Ahmed_Wiersema_Platzner_2019, place={Cham}, series={Lecture Notes in Computer Science}, title={Proof-Carrying Hardware Versus the Stealthy Malicious LUT Hardware Trojan}, DOI={10.1007/978-3-030-17227-5_10}, booktitle={Applied Reconfigurable Computing. 15th International Symposium, ARC 2019, Darmstadt, Germany, April 9–11, 2019, Proceedings}, publisher={Springer International Publishing}, author={Ahmed, Qazi Arbab and Wiersema, Tobias and Platzner, Marco}, editor={Hochberger, Christian and Nelson, Brent and Koch, Andreas and Woods, Roger and Diniz, PedroEditors}, year={2019}, pages={127–136}, collection={Lecture Notes in Computer Science} }
HSBI-PUB
| DOI
2018 | Konferenzbeitrag | FH-PUB-ID: 5060
@inproceedings{Ali_Ahmed_Shafi_2018, title={Process to enhance the quality of software requirement specification document}, DOI={10.1109/ICEET1.2018.8338619}, booktitle={2018 International Conference on Engineering and Emerging Technologies (ICEET)}, publisher={IEEE}, author={Ali, Syed Waqas and Ahmed, Qazi Arbab and Shafi, Imran}, editor={IEEEEditor}, year={2018}, pages={1–7} }
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20 Publikationen
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6365
@inproceedings{Köse_Ahmed_Jungeblut_2025, place={San Diego, CA, USA.}, title={Bridging the Gap Between AI Quantization and Edge Deployment: INT4 and INT8 on the Edge}, booktitle={The 5th Muslims in Machine Learning (MusIML) Workshop co-located with NeurIPS 2025}, author={Köse, Mohammad Ibrahim and Ahmed, Qazi Arbab and Jungeblut, Thorsten}, editor={NeurIPS 2025 Editor}, year={2025} }
HSBI-PUB
| Download (ext.)
2025 | Artikel | FH-PUB-ID: 6139
@article{Attaullah_Sanaullah_Peters_Ahmed_Baudisch_Jungeblut_2025, title={DNA: detecting early signs of neurodegenerative diseases through activity and sleep analysis}, volume={19}, DOI={10.3389/fnins.2025.1617758}, journal={Frontiers in Neuroscience}, publisher={Frontiers Media SA}, author={Attaullah, Hasina and Sanaullah, Sanaullah and Peters, Annika and Ahmed, Qazi Arbab and Baudisch, Justin and Jungeblut, Thorsten}, year={2025} }
HSBI-PUB
| DOI
2025 | Konferenzbeitrag | FH-PUB-ID: 6073 |
@inproceedings{Jalil_Awais_Ahmed_Mohammadi_Jungeblut_Platzner_2025, title={Deep&Wide: Achieving Area Efficiency in Scalable Approximate Accelerators}, DOI={10.1109/DSN-W65791.2025.00048}, booktitle={2025 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W)}, publisher={IEEE}, author={Jalil, Farjana and Awais, Muhammad and Ahmed, Qazi Arbab and Mohammadi, Hassan Ghasemzadeh and Jungeblut, Thorsten and Platzner, Marco}, editor={Institute of Electrical and Electronics Engineers (IEEE)Editor}, year={2025}, pages={115–118} }
HSBI-PUB
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2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6080
@inproceedings{Jalil_Leuering_Ahmed_Schenck_Jungeblut_2025, place={Bielefeld}, title={NNXC: Neural Network Meets Approximate Computing}, publisher={ Institute for Data Science Solutions}, author={Jalil, Farjana and Leuering, Julien and Ahmed, Qazi Arbab and Schenck, Wolfram and Jungeblut, Thorsten}, year={2025} }
HSBI-PUB
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6082
@inproceedings{Wermuth_Ahmed_Jungeblut_2025, place={Bielefeld}, title={From Fisheye to Fusion: Towards Efficient AI-based Indoor Perception for Public Transportation}, booktitle={Workshop on AI and its Applications}, publisher={Institute for Data Science Solutions}, author={Wermuth, Stella and Ahmed, Qazi Arbab and Jungeblut, Thorsten}, year={2025} }
HSBI-PUB
2025 | Konferenzbeitrag | FH-PUB-ID: 6140
@inproceedings{Ahmed_Mughal_Munir_Schotten_Jungeblut_Kim_Chung_2025, title={MALRIS: Malicious Hardware in RIS-Assisted Wireless Communications}, DOI={10.48550/ARXIV.2508.06340}, publisher={arXiv}, author={Ahmed, Qazi Arbab and Mughal, Danish Mehmood and Munir, Daniyal and Schotten, Hans D. and Jungeblut, Thorsten and Kim, Sang-Hyo and Chung, Min Young}, year={2025} }
HSBI-PUB
| DOI
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6083
@inproceedings{Köse_Ahmed_Jungeblut_2025, place={Bielefeld}, title={Edge4OD: An Automated Framework for Efficient Execution of Object Detection Algorithms on Edge Devices}, DOI={10.60802/sidas.2025.2}, publisher={Institute for Data Science Solutions}, author={Köse, Mohammad Ibrahim and Ahmed, Qazi Arbab and Jungeblut, Thorsten}, year={2025} }
HSBI-PUB
| DOI
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6081
@inproceedings{Jalil_Leuering_Ahmed_Schenck_Jungeblut_2025, place={Bielefeld}, title={AutoDSE: Towards HW/AI Co-design of Ultra-low Latency Hardware Accelerators for Industrial Applications}, DOI={10.60802/sidas.2025.2}, booktitle={Workshop on AI and its Applications}, publisher={Institute for Data Science Solutions}, author={Jalil, Farjana and Leuering, Julien and Ahmed, Qazi Arbab and Schenck, Wolfram and Jungeblut, Thorsten}, year={2025} }
HSBI-PUB
| DOI
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6077
@inproceedings{Leuering_Jalil_Ahmed_Schenck_Jungeblut, place={Bielefeld}, title={Cognitive Edge Computing for Multi-Sensor Applications with Sparse Data and High Latency Requirements}, publisher={Institute for Data Science Solutions}, author={Leuering, Julien and Jalil, Farjana and Ahmed, Qazi Arbab and Schenck, Wolfram and Jungeblut, Thorsten} }
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2024 | Konferenzbeitrag | FH-PUB-ID: 5061 |
@inproceedings{Ahmed_Sadeghi-Kohan_Awais_Platzner_Hellebrand_Jungeblut_Wunderlich_2024, title={RelaX: Reliability Assessment in Approximate Circuits}, author={Ahmed, Qazi Arbab and Sadeghi-Kohan, Somayeh and Awais, Muhammad and Platzner, Marco and Hellebrand, Sybille and Jungeblut, Thorsten and Wunderlich, Hans-Joachim }, year={2024} }
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2024 | Artikel | FH-PUB-ID: 5051
@article{Ahmed_Wiersema_Platzner_2024, title={Post-configuration Activation of Hardware Trojans in FPGAs}, volume={8}, DOI={10.1007/s41635-024-00147-5}, number={2}, journal={Journal of Hardware and Systems Security}, publisher={Springer Science and Business Media LLC}, author={Ahmed, Qazi Arbab and Wiersema, Tobias and Platzner, Marco}, year={2024}, pages={79–93} }
HSBI-PUB
| DOI
2023 | Artikel | FH-PUB-ID: 5052
@article{Irfan_Ayub_Althobiani_Masood_Ahmed_Saeed_Rahman_Abdushkour_Gommosani_Shamji_et al._2023, title={Ensemble learning approach for advanced metering infrastructure in future smart grids}, volume={18}, DOI={10.1371/journal.pone.0289672}, number={10e0289672}, journal={PLOS ONE}, publisher={Public Library of Science (PLoS)}, author={Irfan, Muhammad and Ayub, Nasir and Althobiani, Faisal and Masood, Sabeen and Ahmed, Qazi Arbab and Saeed, Muhammad Hamza and Rahman, Saifur and Abdushkour, Hesham and Gommosani, Mohammad E. and Shamji, V. R. and et al.}, year={2023} }
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| DOI
2023 | Konferenzbeitrag | FH-PUB-ID: 5053
@inproceedings{Ahmed_Awais_Platzner_2023, title={MAAS: Hiding Trojans in Approximate Circuits}, DOI={10.1109/ISQED57927.2023.10129286}, booktitle={2023 24th International Symposium on Quality Electronic Design (ISQED)}, publisher={IEEE}, author={Ahmed, Qazi Arbab and Awais, Muhammad and Platzner, Marco}, editor={IEEEEditor}, year={2023}, pages={1–6} }
HSBI-PUB
| DOI
2023 | Artikel | FH-PUB-ID: 5054 |
@article{Rajput_Alyami_Ahmed_Alshahrani_Asiri_Shaikh_2023, title={Improved Learning-Based Design Space Exploration for Approximate Instance Generation}, volume={11}, DOI={10.1109/ACCESS.2023.3247303}, journal={IEEE Access}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Rajput, Muhammad Awais and Alyami, Sultan and Ahmed, Qazi Arbab and Alshahrani, Hani and Asiri, Yousef and Shaikh, Asadullah}, year={2023}, pages={18291–18299} }
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| Download (ext.)
2023 | Artikel | FH-PUB-ID: 5055
@article{Irfan_Ayub_Ahmed_Rahman_Bashir_Nowakowski_Alqhtani_Sieja_2023, title={AQSA: Aspect-Based Quality Sentiment Analysis for Multi-Labeling with Improved ResNet Hybrid Algorithm}, volume={12}, DOI={10.3390/electronics12061298}, number={61298}, journal={Electronics}, publisher={MDPI AG}, author={Irfan, Muhammad and Ayub, Nasir and Ahmed, Qazi Arbab and Rahman, Saifur and Bashir, Muhammad Salman and Nowakowski, Grzegorz and Alqhtani, Samar M. and Sieja, Marek}, year={2023} }
HSBI-PUB
| DOI
2022 | Konferenzbeitrag | FH-PUB-ID: 5056
@inproceedings{Ahmed_Platzner_2022, title={On the Detection and Circumvention of Bitstream-level Trojans in FPGAs}, DOI={10.1109/ISVLSI54635.2022.00097}, booktitle={2022 IEEE Computer Society Annual Symposium on VLSI (ISVLSI)}, publisher={IEEE}, author={Ahmed, Qazi Arbab and Platzner, Marco}, editor={IEEEEditor}, year={2022}, pages={434–439} }
HSBI-PUB
| DOI
2021 | Konferenzbeitrag | FH-PUB-ID: 5058
@inproceedings{Ahmed_Wiersema_Platzner_2021, title={Malicious Routing: Circumventing Bitstream-level Verification for FPGAs}, DOI={10.23919/DATE51398.2021.9474026}, booktitle={2021 Design, Automation & Test in Europe Conference & Exhibition (DATE)}, publisher={IEEE}, author={Ahmed, Qazi Arbab and Wiersema, Tobias and Platzner, Marco}, editor={IEEEEditor}, year={2021}, pages={1490–1495} }
HSBI-PUB
| DOI
2021 | Konferenzbeitrag | FH-PUB-ID: 5057
@inproceedings{Ahmed_2021, title={Hardware Trojans in Reconfigurable Computing}, DOI={10.1109/VLSI-SoC53125.2021.9606974}, booktitle={2021 IFIP/IEEE 29th International Conference on Very Large Scale Integration (VLSI-SoC)}, publisher={IEEE}, author={Ahmed, Qazi Arbab}, year={2021}, pages={1–2} }
HSBI-PUB
| DOI
2019 | Konferenzbeitrag | FH-PUB-ID: 5059
@inproceedings{Ahmed_Wiersema_Platzner_2019, place={Cham}, series={Lecture Notes in Computer Science}, title={Proof-Carrying Hardware Versus the Stealthy Malicious LUT Hardware Trojan}, DOI={10.1007/978-3-030-17227-5_10}, booktitle={Applied Reconfigurable Computing. 15th International Symposium, ARC 2019, Darmstadt, Germany, April 9–11, 2019, Proceedings}, publisher={Springer International Publishing}, author={Ahmed, Qazi Arbab and Wiersema, Tobias and Platzner, Marco}, editor={Hochberger, Christian and Nelson, Brent and Koch, Andreas and Woods, Roger and Diniz, PedroEditors}, year={2019}, pages={127–136}, collection={Lecture Notes in Computer Science} }
HSBI-PUB
| DOI
2018 | Konferenzbeitrag | FH-PUB-ID: 5060
@inproceedings{Ali_Ahmed_Shafi_2018, title={Process to enhance the quality of software requirement specification document}, DOI={10.1109/ICEET1.2018.8338619}, booktitle={2018 International Conference on Engineering and Emerging Technologies (ICEET)}, publisher={IEEE}, author={Ali, Syed Waqas and Ahmed, Qazi Arbab and Shafi, Imran}, editor={IEEEEditor}, year={2018}, pages={1–7} }
HSBI-PUB
| DOI