Search Results - "Ravandi, Babak"
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1
Machine learning prediction of the degree of food processing
Published in Nature communications (21-04-2023)“…Despite the accumulating evidence that increased consumption of ultra-processed food has adverse health implications, it remains difficult to decide what…”
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Journal Article -
2
Deterministic random walk model in NetLogo and the identification of asymmetric saturation time in random graph
Published in Applied network science (01-12-2023)“…Interactive programming environments are powerful tools for promoting innovative network thinking, teaching science of complexity, and exploring emergent…”
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Journal Article -
3
Impact of plate size on food waste: Agent-based simulation of food consumption
Published in Resources, conservation and recycling (01-10-2019)“…•We simulate the impact of plate size on food waste in all-you-can-eat facilities using ABM.•We show that reducing plate size in food-service operations…”
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Journal Article -
4
A self-organized resource provisioning for cloud block storage
Published in Future generation computer systems (01-12-2018)“…Modern cloud deployments rely on multiple layers of microservices and a layer of one or more persistent data store systems. The latter has always received a…”
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Journal Article -
5
Coherence and polarization in complex networks
Published in Journal of computational social science (01-07-2019)“…In a community, individuals hold opinions and views that are shaped in part by their sources of information and their social network. These opinions and views…”
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Journal Article -
6
Network physics of attractive colloidal gels: Resilience, rigidity, and phase diagram
Published in Proceedings of the National Academy of Sciences - PNAS (16-01-2024)“…Colloidal gels exhibit solid-like behavior at vanishingly small fractions of solids, owing to ramified space-spanning networks that form due to…”
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Journal Article -
7
Network physics of attractive colloidal gels: Resilience, rigidity, and phase diagram
Published in Proceedings of the National Academy of Sciences - PNAS (16-01-2024)“…Colloidal gels exhibit solid-like behavior at vanishingly small fractions of solids, owing to ramified space-spanning networks that form due to…”
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Journal Article -
8
Identifying and using driver nodes in temporal networks
Published in Journal of complex networks (01-10-2019)“…Abstract In many approaches developed for defining complex networks, the main assumption is that the network is in a relatively stable state that can be…”
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Journal Article -
9
Corrigendum to “Identifying and using driver nodes in temporal networks”
Published in Journal of complex networks (01-04-2020)Get full text
Journal Article -
10
Analysis of Controllability for Temporal Networks
Published 01-01-2019“…Physical systems modeled by networks are fully dynamic in the sense that the process of adding edges and vertices never ends, and no edge or vertex is…”
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Dissertation -
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The Hierarchical Organization of Syntax
Published 26-11-2021“…Hierarchies are the hidden backbones of complex systems and their analysis allows for a deeper understanding of their structure and how they evolve. We…”
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Journal Article -
12
A Self-Learning Scheduling in Cloud Software Defined Block Storage
Published in 2017 IEEE 10th International Conference on Cloud Computing (CLOUD) (01-06-2017)“…Software Defined Storage (SDS) separates the control layer from the data layer allowing the automation of data management and deployment of Commercial…”
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Conference Proceeding -
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Network-Based Approach for Modeling and Analyzing Coronary Angiography
Published 05-09-2019“…Significant intra-observer and inter-observer variability in the interpretation of coronary angiograms are reported. This variability is in part due to the…”
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Journal Article -
14
Deterministic Random Walk Model in NetLogo and the Identification of Asymmetric Saturation Time in Random Graph
Published 09-06-2023“…Interactive programming environments are powerful tools for promoting innovative network thinking, teaching science of complexity, and exploring emergent…”
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Journal Article -
15
Network physics of attractive colloidal gels: Resilience, Rigidity, and Phase Diagram
Published 30-01-2023“…Attractive colloidal gels exhibit solid-like behavior at vanishingly small fractions of solids, owing to ramified space-spanning networks that form due to…”
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Journal Article -
16
A Black-Box Self-Learning Scheduler for Cloud Block Storage Systems
Published in 2016 IEEE 9th International Conference on Cloud Computing (CLOUD) (01-06-2016)“…A major requirement of cloud block storage services is guaranteed performance and high availability. However, offering guaranteed Service Level Agreements…”
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Conference Proceeding