Randa Herzallah

Deep learning-based networks for automated recognition and classification of awkward working postures in construction using wearable insole sensor data

Maxwell Fordjour Antwi‐Afari, Yazan Qarout, Randa Herzallah et al. · Automation in Construction · 2022 · 87 citations · Full text

Wearable System, Engineering, Machine Learning +16

Probabilistic multiple model neural network based leak detection system: Experimental study

Mohammad Abdulla, Randa Herzallah · Journal of Loss Prevention in the Process Industries · 2015 · 37 citations · Full text

Leak Detection System, Engineering, Machine Learning +7

Fully probabilistic control design in an adaptive critic framework

Randa Herzallah, Miroslav Kárný · Neural Networks · 2011 · 36 citations

Engineering, Uncertainty Quantification, Process Control +7

A mixture density network approach to modelling and exploiting uncertainty in nonlinear control problems

Randa Herzallah, David Lowe · Engineering Applications of Artificial Intelligence · 2004 · 28 citations

Nonlinear System Identification, Uncertainty Quantification, Nonlinear Control Problems +7

Probabilistic DHP adaptive critic for nonlinear stochastic control systems

Randa Herzallah · Neural Networks · 2013 · 20 citations · Full text

Business, Process Control, Adaptive Control +3