C2ae: Class conditioned auto-encoder for open-set recognition
Abstract Models trained for classification often assume that all testing classes are known
while training. As a result, when presented with an unknown class during testing, such …
while training. As a result, when presented with an unknown class during testing, such …
Extreme value distributions: An overview of estimation and simulation
The generalized extreme value distribution (GEVD) and various extreme value distributions
are commonly applied in air pollution, telecommunications, operational risk management …
are commonly applied in air pollution, telecommunications, operational risk management …
A Review on Wind Speed Extreme Values Modeling and Bayes Estimation for Wind Power Plant Design and Construction
Rapid growth of the use of wind energy calls for a more careful representation of wind speed
probability distribution, both for identification and estimation purposes. In particular, a key …
probability distribution, both for identification and estimation purposes. In particular, a key …
Likelihood inference for copula models based on left-truncated and competing risks data from field studies
H Michimae, T Emura - Mathematics, 2022 - mdpi.com
Survival and reliability analyses deal with incomplete failure time data, such as censored
and truncated data. Recently, the classical left-truncation scheme was generalized to …
and truncated data. Recently, the classical left-truncation scheme was generalized to …
Enabling remote human-to-machine applications with AI-enhanced servers over access networks
The recent research trends for achieving ultra-reliable and low-latency communication
networks are largely driven by smart manufacturing and industrial Internet-of-Things …
networks are largely driven by smart manufacturing and industrial Internet-of-Things …
A new lifetime model: The gamma extended Fréchet distribution
RV da Silva, TAN de Andrade, DBM Maciel… - Journal of Statistical …, 2013 - Springer
For the first time, a four-parameter lifetime model, called the gamma extended Fréchet
distribution, is defined and studied. We obtain some of its mathematical properties. Explicit …
distribution, is defined and studied. We obtain some of its mathematical properties. Explicit …
Analysis of seam-carving-based anonymization of images against PRNU noise pattern-based source attribution
The availability of sophisticated source attribution techniques raises new concerns about
privacy and anonymity of photographers, activists, and human right defenders who need to …
privacy and anonymity of photographers, activists, and human right defenders who need to …
Probabilistic assessment of concurrent tornado and storm‐related flash flood events
The concurrent occurrence of extreme events can significantly impact societies and
infrastructure systems, especially when the instructions provided to the exposed …
infrastructure systems, especially when the instructions provided to the exposed …
Fast training of adversarial deep fuzzy classifier by downsizing fuzzy rules with gradient guided learning
While our recent deep fuzzy classifier DSA-FC, which stacks adversarial interpretable
Takagi–Sugeno–Kang fuzzy subclassifiers, shares its promising classification, its training …
Takagi–Sugeno–Kang fuzzy subclassifiers, shares its promising classification, its training …
[HTML][HTML] Towards standardised design of wave energy converters: A high-fidelity modelling approach
Within this study, an analysis of the global standard panorama for wave energy converters
(WECs) is presented, in order to develop design methodologies as close as possible to the …
(WECs) is presented, in order to develop design methodologies as close as possible to the …