Experience of data analytics in EDA and test—principles, promises, and challenges
LC Wang - IEEE Transactions on Computer-Aided Design of …, 2016 - ieeexplore.ieee.org
Applying modern data mining in electronic design automation and test has become an area
of growing interest in recent years. This paper reviews some of the recent developments in …
of growing interest in recent years. This paper reviews some of the recent developments in …
Chiller fault detection and diagnosis by knowledge transfer based on adaptive imbalanced processing
Y Fan, X Cui, H Han, H Lu - Science and Technology for the Built …, 2020 - Taylor & Francis
The existing fault detection and diagnosis (FDD) model of chillers requires considerable
normal and fault data. The acquisition of these data is time-consuming and expensive, and …
normal and fault data. The acquisition of these data is time-consuming and expensive, and …
Transferring knowledge from universities to organizations by business students: Findings from a developing country
Purpose This paper aims to explore the significance of knowledge transfer (KT) from
universities to organizations by employing in-service employees, who are working in …
universities to organizations by employing in-service employees, who are working in …
Knowledge transfer in board-level functional fault diagnosis enabled by domain adaptation
High integration densities and design complexity make board-level functional fault diagnosis
extremely difficult. Machine-learning techniques can identify functional faults with high …
extremely difficult. Machine-learning techniques can identify functional faults with high …
Accurate anomaly detection using correlation-based time-series analysis in a core router system
S Jin, Z Zhang, K Chakrabarty… - 2016 IEEE International …, 2016 - ieeexplore.ieee.org
Fault tolerance is used in communication systems to ensure high reliability and rapid error
recovery. The effectiveness of most proactive fault-tolerant mechanism depends on whether …
recovery. The effectiveness of most proactive fault-tolerant mechanism depends on whether …
Unsupervised root-cause analysis for integrated systems
R Pan, Z Zhang, X Li, K Chakrabarty… - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
The increasing complexity and high cost of integrated systems has placed immense
pressure on root-cause analysis and diagnosis. In light of artificial intelligent and machine …
pressure on root-cause analysis and diagnosis. In light of artificial intelligent and machine …
Unsupervised two-stage root-cause analysis for integrated systems
R Pan, Z Zhang, X Li, K Chakrabarty… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The increasing complexity and high cost of integrated systems have placed immense
pressure on root-cause analysis and diagnosis. In light of artificial intelligence and machine …
pressure on root-cause analysis and diagnosis. In light of artificial intelligence and machine …
Unsupervised root-cause analysis with transfer learning for integrated systems
R Pan, X Li, K Chakrabarty - 2021 IEEE 39th VLSI Test …, 2021 - ieeexplore.ieee.org
The increasing complexity of integrated systems has exacerbated the problems associated
with root-cause analysis. Leveraging advances artificial intelligence, a large amount of …
with root-cause analysis. Leveraging advances artificial intelligence, a large amount of …
Toward predictive fault tolerance in a core-router system: Anomaly detection using correlation-based time-series analysis
S Jin, Z Zhang, K Chakrabarty… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Fault tolerance is used in communication systems to ensure high reliability and rapid error
recovery. The effectiveness of most proactive fault-tolerant mechanism depends on whether …
recovery. The effectiveness of most proactive fault-tolerant mechanism depends on whether …
Artificial intelligence in design: A look into the future of axiomatic design
In the previous chapters, we learned all about Axiomatic Design (AD), where AD comes
from, how it was developed, the axioms, complexity theory, and in-depth content for learning …
from, how it was developed, the axioms, complexity theory, and in-depth content for learning …