Results 71 to 80 of about 244,877 (310)

Investigating pedestal dependencies at JET using an interpretable neural network architecture

Nuclear Fusion
We present NeuralBranch, an interpretable neural network framework. In this work, we use it specifically to predict the pedestal from key engineering parameters in tokamak fusion experiments.
A. Gillgren, A. Ludvig-Osipov, D. Yadykin, P. Strand, JET contributors   +4 more
doaj   +1 more source

MelSPPNET—A self-explainable recognition model for emerald ash borer vibrational signals

Frontiers in Forests and Global Change
IntroductionThis study aims to achieve early and reliable monitoring of wood-boring pests, which are often highly concealed, have long lag times, and cause significant damage to forests.
Weizheng Jiang, Weizheng Jiang, Zhibo Chen, Zhibo Chen, Haiyan Zhang, Haiyan Zhang, Juhu Li, Juhu Li   +7 more
doaj   +1 more source

Count-based state merging for probabilistic regular tree grammars [PDF]

, 2015
We present an approach to obtain language models from a tree corpus using probabilistic regular tree grammars (prtg). Starting with a prtg only generating trees from the corpus, the prtg is generalized step by step by merging nonterminals.
Dietze, Toni, Nederhof, Mark Jan
core  

Identifying Patterns of Hospitalizations Among Childhood Cancer Survivors: A Population‐Based Study

Pediatric Blood &Cancer, EarlyView.
ABSTRACT Background Childhood cancer survivors (CCSs) experience more hospitalizations than the general population. We aimed to identify distinct hospitalization patterns among Queensland CCSs and the associated characteristics. Methods Cases (aged ≤14 years) diagnosed between 1995 and 2019 while residents of Queensland were identified through the ...
Hai Pham, Teyl Engstrom, Peter Baade, Natalie Bradford, Sarah Pont, Louise Marquart‐Wilson, Natasha Nassar, Jason D. Pole   +7 more
wiley   +1 more source

Interpretable Deep Learning Using Temporal Transformers for Battery Degradation Prediction

Batteries
Accurate modelling of lithium-ion battery degradation is a complex problem, dependent on multiple internal mechanisms that can be affected by a multitude of external conditions.
James Sadler, Rizwaan Mohammed, Kotub Uddin   +2 more
doaj   +1 more source

Interpretable but not interpreted

Proceedings of the Amsterdam Colloquium, 2007
This paper takes the position that the interpretive procedure may selectively ignore pieces of an LF that on other occasions it associates with an interpretation. I cite arguments (from earlier work) that pronouns in particular can go uninterpreted.
openaire   +1 more source

Evidence‐Based Clinical Practice Guidelines for the Management of Pediatric Febrile Neutropenia: Resource‐Sensitive Recommendations for the Asian Continent

Pediatric Blood &Cancer, EarlyView.
ABSTRACT Febrile neutropenia (FN) is a frequent and serious complication in children receiving cancer therapy. Standardizing FN management across Asia is challenging due to variable healthcare infrastructure, diagnostic capacity, and infection patterns; however, it could improve resource use and patient outcomes.
Joliza Patricia Cañeba, Shweta Bansal, Tea Reljic, Allyne Montecillo‐Aguelo, Hamidah Alias, Farrah Amaranto, Maria Stella Aquino‐Calingasan, Bambang Ardianto, Eggi Arguni, Sally Blair, Thi Tam Dang, Maria Beatriz Gepte, Samanmalee Gunasekara, Andini Handayani, Miriam Kimpo, Catherine G. Lam, Nawachai Lertvivatpong, Sergio Licona, Ana Loseo, Ratha Mlis, Vivian Moreno Berrio, Nguyen Hoai Anh, Anna Lisa Ong‐Lim, Ha Thu Pham, Krishna Sagar Sharma, Bun Sereyleak, Sally Jane G. Velasco‐Aro, Su Yadana, Ambuj Kumar, Sheena Mukkada   +29 more
wiley   +1 more source

Interpretable DWT-1DCNN-LSTM Network for Power Quality Disturbance Classification

Energies
The proportion of new energy sources, such as wind, photovoltaic and hydropower, in the power grid is increasing year by year. In addition, a large number of nonlinear loads are connected to the grid, resulting in frequent power quality disturbances ...
Shuangquan Yang, Tao Shan, Xiaomei Yang
doaj   +1 more source

Personalized Interpretable Classification

, 2023
How to interpret a data mining model has received much attention recently, because people may distrust a black-box predictive model if they do not understand how the model works.
Liu, Yan, Jiang, Mudi, He, Zengyou, Hu, Lianyu, Tang, Yifan   +4 more
core  

Abatacept for Prophylaxis of Acute and Chronic Graft‐Versus‐Host‐Disease in Children Undergoing Allogeneic Hematopoietic Stem Cell Transplantation—A Systematic Review and Meta‐Analysis of Cohort Studies

Pediatric Blood &Cancer, EarlyView.
ABSTRACT Background Graft‐versus‐host disease (GvHD) remains one of the most significant complications of hematopoietic stem cell transplantation (HSCT). Abatacept, a selective T‐cell costimulation modulator, is a relatively novel prophylactic agent, though pediatric data remain limited.
Matthijs D. Kruizinga, Anne B. Verbeek, Caroline A. Lindemans, Emilie P. Buddingh   +3 more
wiley   +1 more source