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dsm-framework specifications


Unique identifier OMICS_04171
Name dsm-framework
Alternative name Distributed String Mining Framework
Software type Framework/Library
Interface Command line interface
Restrictions to use None
Operating system Unix/Linux
Parallelization CUDA
Computer skills Advanced
Stability Stable
Maintained Yes


No version available


Publication for Distributed String Mining Framework

dsm-framework citations


A distributed algorithm for demand side management: Selling back to the grid

PMCID: 5727588
PMID: 29264416
DOI: 10.1016/j.heliyon.2017.e00457

[…] all the discomfort functions of the consumers is minimized (i.e., socially optimal solution), while satisfying all the constraints distributed across the smart grid. To this end, we can formulate our DSM framework in a vector/matrix form as the following optimization problem:(27)minY⁡Jglob(Y)=∑k∈KJk(yk)s.t.,l≤Y≤u,q≤BY≤b,r≤AY≤e,o≤SY≤d where yk is the vector of decision variables which is constructe […]


Predicting active layer soil thickness using topographic variables at a small watershed scale

PLoS One
PMCID: 5587236
PMID: 28877196
DOI: 10.1371/journal.pone.0183742

[…] ns.In order to overcome the limitations of conventional soil mapping, many statistical methods have been developed for modeling the spatial pattern of soil attributes within the digital soil mapping (DSM) framework. Among them, multiple linear regression (MLR) has been widely used to quantify the soil thickness variability [, –] due to its simplicity and efficiency in computation, and easy interpr […]


Symptom modelling can be influenced by psychiatric categories: choices for research domain criteria (RDoC)

PMCID: 5522519
PMID: 28695475
DOI: 10.1007/s11017-017-9416-x

[…] it could plausibly be the same as those they were assigned during their earlier DSM diagnosis. Even if each individual were re-assessed, any RDoC psychiatrist who had been previously trained within a DSM framework, or previously had employed the DSM, would likely find that years of training and psychiatric practice has unconsciously predisposed them to model behaviour into symptoms in a manner sim […]


A Comparative Assessment of the Influences of Human Impacts on Soil Cd Concentrations Based on Stepwise Linear Regression, Classification and Regression Tree, and Random Forest Models

PLoS One
PMCID: 4786095
PMID: 26964095
DOI: 10.1371/journal.pone.0151131

[…] of time soil sampling [–].Numerous statistical techniques for estimating the spatial distributions of soil properties at different scales have been developed and tested within a digital soil-mapping (DSM) framework []. In these techniques, linear regression is one of the most frequently used model because of its simplicity, efficiency, and straightforward interpretation []. Linear regression model […]


Clinical Significance of the Number of Depressive Symptoms in Major Depressive Disorder: Results from the CRESCEND Study

PMCID: 4810347
PMID: 27051248
DOI: 10.3346/jkms.2016.31.4.617

[…] s have been analyzed in relation to the operational definition of MDD (,). A greater number of depressive symptoms were encountered in women with depression than in men with depression (). Use of the DSM framework pointed to a higher diagnostic threshold for MDD in Koreans than Americans, since low energy and difficulty in concentrating tended to preponderate over depressive mood and thoughts of d […]


Anxiety like behavior in Rett syndrome: characteristics and assessment by anxiety scales

PMCID: 4571061
PMID: 26379794
DOI: 10.1186/s11689-015-9127-4

[…] []. It is the only empirically derived instrument for assessing affective disorders in ID. It is not restricted by the individual’s handicaps, such as communicative level, and it does not rely on the DSM framework [, ]. The ADAMS was normed in 265 individuals and validated in 129 psychiatric patients with ID [], and it has been used to characterize anxiety disorders in fragile X syndrome []. Previ […]


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dsm-framework institution(s)
Helsinki Institute for Information Technology HIIT, Department of Information and Computer Science, Aalto University, Espoo, Finland; Genome-Scale Biology Program and Department of Medical Genetics, University of Helsinki, Helsinki, Finland; Helsinki Institute for Information Technology HIIT, Department of Computer Science, University of Helsinki, Helsinki, Finland

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