Alexander V. Mantzaris

Alexander V. Mantzaris

University of Central Florida

H-index: 13

North America-United States

About Alexander V. Mantzaris

Alexander V. Mantzaris, With an exceptional h-index of 13 and a recent h-index of 11 (since 2020), a distinguished researcher at University of Central Florida, specializes in the field of Datascience, social network analysis, datamining, machine learning.

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

A possible thermodynamic definition and equation of state for a model of political election cycles

reg-sgc: An open-source software for regularized Simple Graph Convolution

Reviewers of Volume 29

Defining the Entropy and Internal Energy of a Monetary Schelling model through the Energy States of Individual Agents

Exploring the entropic nature of political polarization through its formulation as a isolated thermodynamic system

Link prediction with simple graph convolution and regularized simple graph convolution

Controversial information spreads faster and further than non-controversial information in Reddit

Exploring the Regularized SGC in application to social network data.

Alexander V. Mantzaris Information

University

Position

Assistant professor Statistics ()

Citations(all)

515

Citations(since 2020)

368

Cited By

274

hIndex(all)

13

hIndex(since 2020)

11

i10Index(all)

18

i10Index(since 2020)

12

Email

University Profile Page

University of Central Florida

Google Scholar

View Google Scholar Profile

Alexander V. Mantzaris Skills & Research Interests

Datascience

social network analysis

datamining

machine learning

Top articles of Alexander V. Mantzaris

Title

Journal

Author(s)

Publication Date

A possible thermodynamic definition and equation of state for a model of political election cycles

Plos one

George-Rafael Domenikos

Alexander V Mantzaris

2024/3/11

reg-sgc: An open-source software for regularized Simple Graph Convolution

SoftwareX

Patrick Pho

Alexander V Mantzaris

2023/2/1

Reviewers of Volume 29

Takaya Arita

Martina Bacaro

Chloe Barnes

Peter J Bentley

Will Browne

...

2023

Defining the Entropy and Internal Energy of a Monetary Schelling model through the Energy States of Individual Agents

arXiv preprint arXiv:2309.06624

George-Rafael Domenikos

Tyler Laurie

Sahar Awaji

Alexander V Mantzaris

2023/9/12

Exploring the entropic nature of political polarization through its formulation as a isolated thermodynamic system

Scientific Reports

Alexander V Mantzaris

George-Rafael Domenikos

2023/3/17

Link prediction with simple graph convolution and regularized simple graph convolution

Patrick Pho

Alexander V Mantzaris

2022/5/27

Controversial information spreads faster and further than non-controversial information in Reddit

Journal of Computational Social Science

Jasser Jasser

Ivan Garibay

Steve Scheinert

Alexander V Mantzaris

2022/5

Exploring the Regularized SGC in application to social network data.

Patrick Pho

Alexander V Mantzaris

2022

Entropy-Based Characterization of Influence Pathways in Traditional and Social Media

Ozlem Ozmen Garibay

Niloofar Yousefi

Kevin Aslett

Jacopo Baggio

Erik Hemberg

...

2022/12/14

Exploring the connectivity of memes and emotions of images through the use of Tagasaurus.

Randyll Pandohie

Alexander V Mantzaris

2022

Exploring Simulated Residential Spending Dynamics in Relation to Income Equality with the Entropy Trace of the Schelling Model

Mathematics

Theordoros Panagiotakopoulos

George-Rafael Domenikos

Alexander V Mantzaris

2022/9/13

Acknowledgment to Reviewers of Axioms in 2021

AK Lazopoulos

Arran Fernandez

Adam Lecko

Arsen Palestini

Adam Pacławski

...

2022

A model simulation of political segmentation through an estimation of the entropy

Journal of Statistical Mechanics: Theory and Experiment

George-Rafael Domenikos

Alexander V Mantzaris

2022/9/12

Investigating dynamics of COVID-19 spread and containment with agent-based modeling

Applied Sciences

Amirarsalan Rajabi

Alexander V Mantzaris

Ece C Mutlu

Ozlem O Garibay

2021/6/9

Utilizing the simple graph convolutional neural network as a model for simulating influence spread in networks

Computational Social Networks

Alexander V Mantzaris

Douglas Chiodini

Kyle Ricketson

2021/12

Exploring the value of nodes with multicommunity membership for classification with graph convolutional neural networks

Information

Michael Hopwood

Phuong Pho

Alexander V Mantzaris

2021/4/15

Tagasaurus, a tool to assist manual image tagging and the creation of image collections

Software Impacts

Alexander V Mantzaris

Randyll Pandohie

Michael Hopwood

Patrick Pho

Dustin Ehling

2021/11/1

Exploring the strength of weak ties to direct active learning for community label prediction.

Michael William Hopwood

Phuong Pho

Alexander Mantzaris

2021/4/1

Exploring the disparity of influence between users in the discussion of brexit on twitter: Twitter influence disparity in brexit if so, write it here

Journal of Computational Social Science

Amirarsalan Rajabi

Alexander V Mantzaris

Kuldip Singh Atwal

Ivan Garibay

2021/11

Deep agent: Studying the dynamics of information spread and evolution in social networks

Computational Social Science Society of the Americans

Ivan Garibay

Toktam A Oghaz

Niloofar Yousefi

Ece C Mutlu

Madeline Schiappa

...

2020

See List of Professors in Alexander V. Mantzaris University(University of Central Florida)

Co-Authors

H-index: 106
Scott Grafton MD

Scott Grafton MD

University of California, Santa Barbara

H-index: 104
Danielle (Dani) S. Bassett

Danielle (Dani) S. Bassett

University of Pennsylvania

H-index: 73
Mason Porter

Mason Porter

University of California, Los Angeles

H-index: 54
Peter J. Mucha

Peter J. Mucha

University of North Carolina at Chapel Hill

academic-engine