Muhammad Sabih

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 15

Top Topics

Measurement Error

Functional Units

Top Venues

EuroMLSys@EuroSys

Int. J. Gen. Syst.

Publications

Muhammad Sabih, Batuhan Sesli, Frank Hannig, Jürgen Teich
Accelerating DNNs Using Weight Clustering on RISC-V Custom Functional Units. DATE (2024)
Christian Heidorn, Muhammad Sabih, Nicolai Meyerhöfer, Christian Schinabeck, Jürgen Teich, Frank Hannig
Hardware-Aware Evolutionary Explainable Filter Pruning for Convolutional Neural Networks. Int. J. Parallel Program. 52 (1-2) (2024)
Muhammad Sabih, Mikail Yayla, Frank Hannig, Jürgen Teich, Jian-Jia Chen
Robust and Tiny Binary Neural Networks using Gradient-based Explainability Methods. EuroMLSys@EuroSys (2023)
Muhammad Sabih, Frank Hannig, Jürgen Teich
DyFiP: explainable AI-based dynamic filter pruning of convolutional neural networks. EuroMLSys@EuroSys (2022)
Khubaib Ahmed Qureshi, Rauf Ahmed Shams Malick, Muhammad Sabih, Hocine Cherifi
Deception detection on social media: A source-based perspective. Knowl. Based Syst. 256 (2022)
Muhammad Sabih, Muhammad Umer, Umar Farooq, Jason Gu, Marius M. Balas, Muhammad Usman Asad, Khurram Karim Qureshi, Irfan A. Khan, Ghulam Abbas
Image processing based fault classification in power systems with classical and intelligent techniques. J. Intell. Fuzzy Syst. 43 (2) (2022)
Muhammad Sabih, Ashutosh Mishra, Frank Hannig, Jürgen Teich
MOSP: Multi-Objective Sensitivity Pruning of Deep Neural Networks. IGSC (2022)
Bilal Hayat Butt, Muhammad Rafi, Muhammad Sabih
A systematic metadata harvesting workflow for analysing scientific networks. PeerJ Comput. Sci. 7 (2021)
Khubaib Ahmed Qureshi, Muhammad Sabih
Un-Compromised Credibility: Social Media Based Multi-Class Hate Speech Classification for Text. IEEE Access 9 (2021)
Muhammad Sabih, Frank Hannig, Jürgen Teich
Fault-Tolerant Low-Precision DNNs using Explainable AI. DSN Workshops (2021)
Khubaib Ahmed Qureshi, Rauf Ahmed Shams Malick, Muhammad Sabih
Social Media and Microblogs Credibility: Identification, Theory Driven Framework, and Recommendation. IEEE Access 9 (2021)
Khubaib Ahmed Qureshi, Rauf Ahmed Shams Malick, Muhammad Sabih, Hocine Cherifi
Complex Network and Source Inspired COVID-19 Fake News Classification on Twitter. IEEE Access 9 (2021)
Muhammad Sabih, Frank Hannig, Jürgen Teich
Utilizing Explainable AI for Quantization and Pruning of Deep Neural Networks. CoRR (2020)
Peter Brand, Muhammad Sabih, Joachim Falk, Jonathan Ah Sue, Jürgen Teich
Clustering-Based Scenario-Aware LTE Grant Prediction. WCNC (2020)
Muhammad F. Mysorewala, Muhammad Sabih, Lahouari Cheded, Mohammad Tariq Nasir, Muhammad Ismail
A Novel Energy-Aware Approach for Locating Leaks in Water Pipeline Using a Wireless Sensor Network and Noisy Pressure Sensor Data. Int. J. Distributed Sens. Networks 11 (2015)
Mohammad Tariq Nasir, Muhammad F. Mysorewala, Lahouari Cheded, Bilal Siddiqui, Muhammad Sabih
Measurement error sensitivity analysis for detecting and locating leak in pipeline using ANN and SVM. SSD (2014)
Magdi Sadek Mahmoud, Muhammad Sabih
Experimental Investigations for Distributed Networked Control Systems. IEEE Syst. J. 8 (3) (2014)
Magdi Sadek Mahmoud, Muhammad Sabih
Networked event-triggered control: an introduction and research trends. Int. J. Gen. Syst. 43 (8) (2014)