Alexandros Sopasakis
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- 2024
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Mark
Bacterial community characterization by deep learning aided image analysis in soil chips
(
- Contribution to journal › Article
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Mark
Machine learning evaluation for identification of M-proteins in human serum
(
- Contribution to journal › Article
- 2023
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Mark
Machine-Learning Approach to Non-Destructive Biomass and Relative Growth Rate Estimation in Aeroponic Cultivation
(
- Contribution to journal › Article
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Mark
Yield Prediction for Winter Wheat with Machine Learning Models Using Sentinel-1, Topography, and Weather Data
(
- Contribution to journal › Article
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Mark
Combined analysis of satellite and ground data for winter wheat yield forecasting
(
- Contribution to journal › Article
- 2021
-
Mark
Learning-Based UE Classification in Millimeter-Wave Cellular Systems With Mobility
2021) IEEE International Workshop on Machine Learning for Signal Processing (MLSP)(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Mark
Deep Distributional Temporal Difference Learning for Game Playing
2021) Industrial Part of 25th International Symposium on Methodologies for Intelligent Systems, ISMIS 2020 In Studies in Computational Intelligence 949. p.192-206(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
- 2020
-
Mark
Tick based clustering methodologies establishing support and resistance levels in the currency exchange market
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- Contribution to journal › Article
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Mark
Traffic Networks via Neural Networks : Description and Evolution
(
- Chapter in Book/Report/Conference proceeding › Book chapter
- 2019
-
Mark
Traffic demand and longer term forecasting from real-time observations
(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Mark
Latent space conditioning for improved classification and anomaly detection
2019)(
- Other contribution › Miscellaneous
- 2016
-
Mark
Information metrics for improved traffic model fidelity through sensitivity analysis and data assimilation
(
- Contribution to journal › Article
- 2013
-
Mark
Traffic updating mechanisms for stochastic lattice-free dynamics
(
- Contribution to journal › Article
- 2012
-
Mark
Lattice Free Stochastic Dynamic
(
- Contribution to journal › Article
- 2010
-
Mark
Hybrid deterministic stochastic systems with microscopic look-ahead dynamics
(
- Contribution to journal › Article
- 2008
-
Mark
Stochastic description of traffic flow
(
- Contribution to journal › Article
- 2007
-
Mark
Convergence of a hp-streamline diffusion scheme for Vlasov-Fokker-Planck system
(
- Contribution to journal › Article
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Mark
Prototype hybrid couplings of macroscopic deterministic models and microscopic stochastic lattice dynamics
(
- Contribution to journal › Article
-
Mark
Stochastic modeling and simulation of multi-lane traffic
(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
- 2006
-
Mark
A nodal method for absorption-diffusion problems
(
- Contribution to journal › Article
-
Mark
Error analysis of coarse-graining for stochastic lattice dynamics
(
- Contribution to journal › Article
-
Mark
Stochastic modeling and simulation of traffic flow: asymmetric single exclusion process with Arrhenius look-ahead dynamics
(
- Contribution to journal › Article
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Mark
Intermittency, metastability and coarse graining for coupled deterministic-stochastic lattice systems
(
- Contribution to journal › Article
- 2005
-
Mark
Multiscale couplings in prototype hybrid deterministic/stochastic systems. II. Stochastic closures
(
- Contribution to journal › Article
-
Mark
MULTISCALE COUPLINGS IN PROTOTYPE HYBRID DETERMINISTIC/STOCHASTIC SYSTEMS : PART II, STOCHASTIC CLOSURES
(
- Contribution to journal › Article
- 2004
-
Mark
Multiscale couplings in prototype hybrid deterministic/stochastic systems. I. Deterministic closures
(
- Contribution to journal › Article
-
Mark
Stochastic noise approach to traffic flow modeling
(
- Contribution to journal › Article
-
Mark
MULTISCALE COUPLINGS IN PROTOTYPE HYBRID DETERMINISTIC/STOCHASTIC SYSTEMS : PART I, DETERMINISTIC CLOSURES*
(
- Contribution to journal › Article
- 2003
-
Mark
Formal asymptotic models of vehicular traffic. Model closures
(
- Contribution to journal › Article
- 2002
-
Mark
Unstable flow theory and modeling
(
- Contribution to journal › Article
-
Mark
On fully discrete schemes for the Fermi pencil-beam equation
(
- Contribution to journal › Article
- 2000
-
Mark
Developments in the theory of the Prigogine-Herman kinetic equation of vehicular traffic
2000)(
- Thesis › Doctoral thesis (monograph)
- 1999
-
Mark
The Chapman-Enskog Expansion: A Novel Approach to Hierarchical Extensions of Lighthill-Whitham Models
(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
- 1998
-
Mark
The Prigogine-Herman kinetic model predicts widely scattered flow data at high concentrations
(
- Contribution to journal › Article
- 1996
-
Mark
The generalized bimodal traffic stream model and two regime flow theory
(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding