The goal-directed model as an alternative to reductionist and network approaches of psychopathology.
Sign Up to like & getrecommendations! Published in 2021 at "Current opinion in psychology"
DOI: 10.1016/j.copsyc.2021.03.014
Abstract: As an alternative to biological reductionist and network approaches to psychopathology, we propose a nonreductionist mental-mechanistic approach. To illustrate this approach, we work out the implications of the goal-directed framework of Moors et al., which has… read more here.
Keywords: reductionist network; approaches psychopathology; network approaches; goal directed ... See more keywords
Local Kernel Regression and Neural Network Approaches to the Conformational Landscapes of Oligopeptides
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Chemical Theory and Computation"
DOI: 10.1021/acs.jctc.1c00813
Abstract: The application of machine learning to theoretical chemistry has made it possible to combine the accuracy of quantum chemical energetics with the thorough sampling of finite-temperature fluctuations. To reach this goal, a diverse set of… read more here.
Keywords: neural network; network approaches; regression; kernel regression ... See more keywords
Forecasting Drought using Neural Network Approaches with Transformed Time Series Data
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Applied Statistics"
DOI: 10.1080/02664763.2020.1867829
Abstract: Drought is one of the important and costliest disaster all over the world. With the accelerated progress of climate change, its frequency of occurrence and negative impacts are rapidly increasing. ... read more here.
Keywords: drought; drought using; using neural; forecasting drought ... See more keywords
Costs Associated With Incorporation of Network Approaches Into Sexually Transmitted Disease Program Activities
Sign Up to like & getrecommendations! Published in 2022 at "Sexually Transmitted Diseases"
DOI: 10.1097/olq.0000000000001595
Abstract: The study demonstrates that a network strategy conducted by disease intervention specialist patient navigators can be a cost-effective way to identify, test, and refer patients at high-risk of syphilis and human immunodeficiency virus infections. Background… read more here.
Keywords: network; network approaches; sexually transmitted; cost ... See more keywords
Dual Attention Network Approaches to Face Forgery Video Detection
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3215963
Abstract: Forged videos are commonly spread online. Most have malicious content and cause serious information security problems. The most critical issue in deepfake detection is the identification of traces of tampering in fake videos. This study… read more here.
Keywords: network; network approaches; dual attention; attention network ... See more keywords
Difficulty in inferring microbial community structure based on co-occurrence network approaches
Sign Up to like & getrecommendations! Published in 2019 at "BMC Bioinformatics"
DOI: 10.1186/s12859-019-2915-1
Abstract: BackgroundCo-occurrence networks—ecological associations between sampled populations of microbial communities inferred from taxonomic composition data obtained from high-throughput sequencing techniques—are widely used in microbial ecology. Several co-occurrence network methods have been proposed. Co-occurrence network methods only… read more here.
Keywords: network methods; occurrence; network approaches; occurrence network ... See more keywords
Comparing Discourse and Policy Network Approaches: Evidence from Water Policy on Micropollutants
Sign Up to like & getrecommendations! Published in 2020 at "Politics and Governance"
DOI: 10.17645/pag.v8i2.2597
Abstract: To understand how actors make collective policy decisions, scholars use policy and discourse network approaches to analyze interdependencies among actors. While policy networks often build on survey data, discourse networks typically use media data to… read more here.
Keywords: discourse; policy; network approaches; discourse network ... See more keywords
Network Approaches to Study Endogenous RNA Competition and Its Impact on Tissue-Specific microRNA Functions
Sign Up to like & getrecommendations! Published in 2022 at "Biomolecules"
DOI: 10.3390/biom12020332
Abstract: microRNAs are small non-coding RNAs that play a key role in regulating gene expression. These molecules exert their function through sequence complementarity with microRNA responsive elements and are typically located in the 3′ untranslated region… read more here.
Keywords: rna competition; network approaches; function; approaches study ... See more keywords
Network Approaches for Charting the Transcriptomic and Epigenetic Landscape of the Developmental Origins of Health and Disease
Sign Up to like & getrecommendations! Published in 2022 at "Genes"
DOI: 10.3390/genes13050764
Abstract: The early developmental phase is of critical importance for human health and disease later in life. To decipher the molecular mechanisms at play, current biomedical research is increasingly relying on large quantities of diverse omics… read more here.
Keywords: transcriptomic epigenetic; health disease; network approaches;