Gbh-yolov5: Ghost convolution with bottleneckcsp and tiny target prediction head incorporating yolov5 for pv panel defect detection
L Li, Z Wang, T Zhang - Electronics, 2023 - mdpi.com
Photovoltaic (PV) panel surface-defect detection technology is crucial for the PV industry to
perform smart maintenance. Using computer vision technology to detect PV panel surface …
perform smart maintenance. Using computer vision technology to detect PV panel surface …
A unified interpretable intelligent learning diagnosis framework for learning performance prediction in intelligent tutoring systems
Intelligent learning diagnosis is a critical engine of intelligent tutoring systems, which aims to
estimate learners' current knowledge mastery status and predict their future learning …
estimate learners' current knowledge mastery status and predict their future learning …
Deep knowledge tracing based on spatial and temporal representation learning for learning performance prediction
L Lyu, Z Wang, H Yun, Z Yang, Y Li - Applied Sciences, 2022 - mdpi.com
Knowledge tracing (KT) serves as a primary part of intelligent education systems. Most
current KTs either rely on expert judgments or only exploit a single network structure, which …
current KTs either rely on expert judgments or only exploit a single network structure, which …
Shallow and deep feature fusion for digital audio tampering detection
Digital audio tampering detection can be used to verify the authenticity of digital audio.
However, most current methods use standard electronic network frequency (ENF) databases …
However, most current methods use standard electronic network frequency (ENF) databases …
Calibrated q-matrix-enhanced deep knowledge tracing with relational attention mechanism
L Li, Z Wang - Applied Sciences, 2023 - mdpi.com
With the development of online educational platforms, numerous research works have
focused on the knowledge tracing task, which relates to the problem of diagnosing the …
focused on the knowledge tracing task, which relates to the problem of diagnosing the …
Digital audio tampering detection based on deep temporal–spatial features of electrical network frequency
In recent years, digital audio tampering detection methods by extracting audio electrical
network frequency (ENF) features have been widely applied. However, most digital audio …
network frequency (ENF) features have been widely applied. However, most digital audio …
An end-to-end transfer learning framework of source recording device identification for audio sustainable security
Source recording device identification poses a significant challenge in the field of Audio
Sustainable Security (ASS). Most existing studies on end-to-end identification of digital …
Sustainable Security (ASS). Most existing studies on end-to-end identification of digital …
Squeeze-and-excitation self-attention mechanism enhanced digital audio source recognition based on transfer learning
Recent advances in digital audio source recognition, particularly within judicial forensics
and intellectual property rights domains, have been significantly propelled by deep learning …
and intellectual property rights domains, have been significantly propelled by deep learning …
Multiple learning features–enhanced knowledge tracing based on learner–resource response channels
Knowledge tracing is a crucial task that involves modeling learners' knowledge levels and
predicting their future learning performance. However, traditional deep knowledge tracing …
predicting their future learning performance. However, traditional deep knowledge tracing …
Audio tampering forensics based on representation learning of enf phase sequence
This paper proposes an audio tampering detection method based on the ENF phase and BI-
LSTM network from the perspective of temporal feature representation learning. First, the …
LSTM network from the perspective of temporal feature representation learning. First, the …