Isaac Lagaris

Isaac Lagaris

University of Ioannina

H-index: 26

Europe-Greece

About Isaac Lagaris

Isaac Lagaris, With an exceptional h-index of 26 and a recent h-index of 13 (since 2020), a distinguished researcher at University of Ioannina, specializes in the field of Local and Global Optimization, Neural Networks, Simulation, Numerical Methods & Software.

His recent articles reflect a diverse array of research interests and contributions to the field:

SOMO-VCB: A Matlab® software for single-objective and multi-objective optimization for variance counterbalancing in stochastic learning

Single-objective and multi-objective optimization for variance counterbalancing in stochastic learning

Effect of fins and nanoparticles in the discharge performance of PCM thermal storage system with a multi pass finned tube heat exchange

Graphene-based phase change composite nano-materials for thermal storage applications

Eliminating Multicollinearity Issues in Neural Network Ensembles: Incremental, Negatively Correlated, Optimal Convex Blending

A hybrid numerical-experimental method for determining thermal conductivities

Functionally weighted neural networks: frugal models with high accuracy

Systematic construction of neural forms for solving partial differential equations inside rectangular domains, subject to initial, boundary and interface conditions

Isaac Lagaris Information

University

Position

___

Citations(all)

5479

Citations(since 2020)

2785

Cited By

3530

hIndex(all)

26

hIndex(since 2020)

13

i10Index(all)

46

i10Index(since 2020)

15

Email

University Profile Page

University of Ioannina

Google Scholar

View Google Scholar Profile

Isaac Lagaris Skills & Research Interests

Local and Global Optimization

Neural Networks

Simulation

Numerical Methods & Software

Top articles of Isaac Lagaris

Title

Journal

Author(s)

Publication Date

SOMO-VCB: A Matlab® software for single-objective and multi-objective optimization for variance counterbalancing in stochastic learning

Software Impacts

Dimitra G Triantali

Konstantinos E Parsopoulos

Isaac E Lagaris

2023/9/1

Single-objective and multi-objective optimization for variance counterbalancing in stochastic learning

Applied Soft Computing

Dimitra G Triantali

Konstantinos E Parsopoulos

Isaac E Lagaris

2023/7/1

Effect of fins and nanoparticles in the discharge performance of PCM thermal storage system with a multi pass finned tube heat exchange

Applied Thermal Engineering

João Pássaro

A Rebola

L Coelho

J Conde

GA Evangelakis

...

2022/7/25

Graphene-based phase change composite nano-materials for thermal storage applications

Energies

Marina Tselepi

Costas Prouskas

Dimitrios G Papageorgiou

Isaac E Lagaris

Georgios A Evangelakis

2022/2/6

Eliminating Multicollinearity Issues in Neural Network Ensembles: Incremental, Negatively Correlated, Optimal Convex Blending

arXiv preprint arXiv:2104.14715

Pola Lydia Lagari

Lefteri H Tsoukalas

Salar Safarkhani

Isaac E Lagaris

2021/4/30

A hybrid numerical-experimental method for determining thermal conductivities

S Mihradi

IS Putra

T Dirgantara

D Widagdo

2010/4/14

Functionally weighted neural networks: frugal models with high accuracy

SN Applied Sciences

Konstantinos Blekas

Isaac E Lagaris

2020/12

Systematic construction of neural forms for solving partial differential equations inside rectangular domains, subject to initial, boundary and interface conditions

International Journal on Artificial Intelligence Tools

Pola Lydia Lagari

Lefteri H Tsoukalas

Salar Safarkhani

Isaac E Lagaris

2020/8/1

Variance counterbalancing for stochastic large-scale learning

International Journal on Artificial Intelligence Tools

PL Lagari

LH Tsoukalas

IE Lagaris

2020/5/19

See List of Professors in Isaac Lagaris University(University of Ioannina)

Co-Authors

H-index: 75
DI Fotiadis

DI Fotiadis

University of Ioannina

H-index: 63
Michael N. Vrahatis

Michael N. Vrahatis

University of Patras

H-index: 52
Aristidis Likas

Aristidis Likas

University of Ioannina

H-index: 39
Konstantinos Parsopoulos

Konstantinos Parsopoulos

University of Ioannina

H-index: 35
Markos G. Tsipouras

Markos G. Tsipouras

University of Western Macedonia

H-index: 24
Dimitrios Alexios Karras

Dimitrios Alexios Karras

National and Kapodistrian University of Athens

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