Works (8)
Updated: July 5th, 2023 15:46
2014 journal article
Solving the maximum duo-preservation string mapping problem with linear programming
THEORETICAL COMPUTER SCIENCE, 530, 1–11.
author keywords: Approximation algorithm; Constrained maximum induced subgraph problem; Duo-preservation string mapping; Linear programming; Integer programming; Randomized rounding
TL;DR:
The maximum duo-preservation string mapping problem (MPSM), which is complementary to the minimum common string partition problem (MCSP), is introduced and it is shown that both CMIS and CNIS are NP-complete.
(via Semantic Scholar)
Source: Web Of Science
Added: August 6, 2018
2012 journal article
Discovery of extreme events-related communities in contrasting groups of physical system networks
DATA MINING AND KNOWLEDGE DISCOVERY, 27(2), 225–258.
author keywords: Spatio-temporal data mining; Complex network analysis; Community detection; Comparative analysis; Networkmotif detection; Extreme event prediction
TL;DR:
This paper forms a novel problem—detection of predictive and phase-biased communities in contrasting groups of networks, and proposes an efficient and effective machine learning solution for finding such anomalous communities.
(via Semantic Scholar)
open access via link.springer.com (publisher PDF)
UN Sustainable Development Goal Categories
13. Climate Action
(Web of Science; OpenAlex)
Source: Web Of Science
Added: August 6, 2018
2012 article
Hierarchical Classifier-Regression Ensemble for Multi-Phase Non-Linear Dynamic System Response Prediction: Application to Climate Analysis
12TH IEEE INTERNATIONAL CONFERENCE ON DATA MINING WORKSHOPS (ICDMW 2012), pp. 781–788.
TL;DR:
This paper proposes a hybrid approach that first predicts the phase the system is in, and then estimates the magnitude of the system's response using the regression model optimized for this phase, designed for systems that could be characterized by multi-variate spatio-temporal data from observations, simulations, or both.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
13. Climate Action
(Web of Science)
Source: Web Of Science
Added: August 6, 2018
2011 journal article
Community-based anomaly detection in evolutionary networks
Journal of Intelligent Information Systems, 39(1), 59–85.
TL;DR:
This work develops a parameter-free and scalable algorithm using a proposed representative-based technique to detect all six possible types of community-based anomalies: grown, shrunken, merged, split, born, and vanished communities, and detail the underlying theory required to guarantee the correctness of the algorithm.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
13. Climate Action
(OpenAlex)
Source: NC State University Libraries
Added: August 6, 2018
2011 journal article
Efficient alpha, beta-motif finder for identification of phenotype-related functional modules
BMC BIOINFORMATICS, 12.
MeSH headings : Acids / metabolism; Algorithms; Bacteria / genetics; Bacteria / metabolism; Citric Acid Cycle; Computing Methodologies; Hydrogen / metabolism; Phenotype; Proteobacteria
TL;DR:
A methodology that can identify potential statistically significant phenotype-related functional modules that are in at least α networks of phenotype-expressing organisms but appear in no more than β networks of organisms that do not exhibit the target phenotype is proposed.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
6. Clean Water and Sanitation
(OpenAlex)
Source: Web Of Science
Added: August 6, 2018
2010 conference paper
Detecting and Tracking Community Dynamics in Evolutionary Networks
The 10th IEEE International Conference on Data Mining Workshops, 318–327.
TL;DR:
This paper proposes an efficient method for detecting and tracking community dynamics in evolutionary networks by introducing graph representatives and community representatives to avoid generating redundant communities and limit the search space.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
2. Zero Hunger
(OpenAlex)
Source: NC State University Libraries
Added: August 6, 2018
2010 journal article
Inapproximability results for equations over infinite groups
Theoretical Computer Science, 411(26-28), 2513–2519.
Source: NC State University Libraries
Added: August 6, 2018
report
Forecaster: Forecast Oriented Feature Elimination-based Classification of Adverse Spatio-Temporal Extremes
Chen, Z., Pansombut, T., Hendrix, W., Gonzalez, D., Semazzi, F., Choudhary, A., … Samatova, N. F.
Source: NC State University Libraries
Added: August 6, 2018
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