José Lemus-Romani

About José Lemus-Romani

José Lemus-Romani, With an exceptional h-index of 10 and a recent h-index of 10 (since 2020), a distinguished researcher at Pontificia Universidad Católica de Valparaíso, specializes in the field of Artificial Intelligence, Metaheuristic, Machine Learning, Building Information Modelling..

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

Intelligent decision-making for binary coverage: Unveiling the potential of the multi-armed bandit selector

Autonomous Parameter Balance in Population-Based Approaches: A Self-Adaptive Learning-Based Strategy

Binarization of Metaheuristics: Is the Transfer Function Really Important?

Optimizing retaining walls through reinforcement learning approaches and metaheuristic techniques

Swarm-Inspired Computing to Solve Binary Optimization Problems: A Backward Q-Learning Binarization Scheme Selector

Continuous metaheuristics for binary optimization problems: An updated systematic literature review

Q-learnheuristics: Towards data-driven balanced metaheuristics

Investigating the efficiency of swarm algorithms for bridge strengthening by conversion to tied-arch: A numerical case study on San Luis bridge

José Lemus-Romani Information

University

Position

___

Citations(all)

221

Citations(since 2020)

221

Cited By

20

hIndex(all)

10

hIndex(since 2020)

10

i10Index(all)

10

i10Index(since 2020)

10

Email

University Profile Page

Pontificia Universidad Católica de Valparaíso

Google Scholar

View Google Scholar Profile

José Lemus-Romani Skills & Research Interests

Artificial Intelligence

Metaheuristic

Machine Learning

Building Information Modelling.

Top articles of José Lemus-Romani

Title

Journal

Author(s)

Publication Date

Intelligent decision-making for binary coverage: Unveiling the potential of the multi-armed bandit selector

Expert Systems with Applications

Marcelo Becerra-Rozas

José Lemus-Romani

Broderick Crawford

Ricardo Soto

El-Ghazali Talbi

2024/4/25

Autonomous Parameter Balance in Population-Based Approaches: A Self-Adaptive Learning-Based Strategy

Biomimetics

Emanuel Vega

José Lemus-Romani

Ricardo Soto

Broderick Crawford

Christoffer Löffler

...

2024/1/31

Binarization of Metaheuristics: Is the Transfer Function Really Important?

Biomimetics

José Lemus-Romani

Broderick Crawford

Felipe Cisternas-Caneo

Ricardo Soto

Marcelo Becerra-Rozas

2023/9/1

Optimizing retaining walls through reinforcement learning approaches and metaheuristic techniques

Mathematics

José Lemus-Romani

Diego Ossandón

Rocío Sepúlveda

Nicolás Carrasco-Astudillo

Victor Yepes

...

2023/4/28

Swarm-Inspired Computing to Solve Binary Optimization Problems: A Backward Q-Learning Binarization Scheme Selector

Mathematics

Marcelo Becerra-Rozas

José Lemus-Romani

Felipe Cisternas-Caneo

Broderick Crawford

Ricardo Soto

...

2022/12/15

Continuous metaheuristics for binary optimization problems: An updated systematic literature review

Marcelo Becerra-Rozas

José Lemus-Romani

Felipe Cisternas-Caneo

Broderick Crawford

Ricardo Soto

...

2022/12/27

Q-learnheuristics: Towards data-driven balanced metaheuristics

Broderick Crawford Labrin

Ricardo Soto

José Lemun Romani

Marcelo Becerra Rozas

José Manuel Lanza Gutiérrez

...

2021/8/4

Investigating the efficiency of swarm algorithms for bridge strengthening by conversion to tied-arch: A numerical case study on San Luis bridge

Iranian Journal of Science and Technology, Transactions of Civil Engineering

Broderick Crawford

Ricardo Soto

José Lemus-Romani

Gino Astorga

Sebastián Matus de la Parra

...

2021/12

A comparison of Learnheuristics using different Reward Functions to solve the Set Covering Problem

Broderick Crawford

Ricardo Soto

Felipe Cisternas-Caneo

Diego Tapia

Hanns de la Fuente-Mella

...

2021/6/23

A novel learning-based binarization scheme selector for swarm algorithms solving combinatorial problems

Mathematics

José Lemus-Romani

Marcelo Becerra-Rozas

Broderick Crawford

Ricardo Soto

Felipe Cisternas-Caneo

...

2021/11/12

Embedding Q-Learning in the selection of metaheuristic operators: The enhanced binary grey wolf optimizer case

Diego Tapia

Broderick Crawford

Ricardo Soto

Wenceslao Palma

José Lemus-Romani

...

2021/3/22

A New Learnheuristic: Binary SARSA-Sine Cosine Algorithm (BS-SCA)

Marcelo Becerra-Rozas

José Lemus-Romani

Broderick Crawford

Ricardo Soto

Felipe Cisternas-Caneo

...

2021/10/27

Limited stop services design considering variable dwell time and operating capacity constraints

IEEE Access

José Lemus-Romani

Borja Alonso

José Luis Moura

Broderick Crawford

Ricardo Soto

...

2021/2/15

A binary machine learning cuckoo search algorithm improved by a local search operator for the set-union knapsack problem

Mathematics

José García

José Lemus-Romani

Francisco Altimiras

Broderick Crawford

Ricardo Soto

...

2021/10/16

Solving combinatorial problems with continuous swarm intelligence algorithms using machine learning techniques to select binarization schemes

José Isaac Lemus-Romani

2021

Reinforcement learning based whale optimizer

Marcelo Becerra-Rozas

José Lemus-Romani

Broderick Crawford

Ricardo Soto

Felipe Cisternas-Caneo

...

2021/9/10

Ambidextrous socio-cultural algorithms

José Lemus-Romani

Broderick Crawford

Ricardo Soto

Gino Astorga

Sanjay Misra

...

2020

A data-driven dynamic discretization framework to solve combinatorial problems using continuous metaheuristics

Felipe Cisternas-Caneo

Broderick Crawford

Ricardo Soto

Hanns de la Fuente-Mella

Diego Tapia

...

2020/12/16

Solving the 0/1 knapsack problem using a galactic swarm optimization with data-driven binarization approaches

Camilo Vásquez

José Lemus-Romani

Broderick Crawford

Ricardo Soto

Gino Astorga

...

2020

An autonomous galactic swarm optimization algorithm supported by hidden markov model

Mauricio Castillo

Broderick Crawford

Ricardo Soto

Wenceslao Palma

José Lemus-Romani

...

2020/12/15

See List of Professors in José Lemus-Romani University(Pontificia Universidad Católica de Valparaíso)

Co-Authors

H-index: 32
Ricardo Soto

Ricardo Soto

Pontificia Universidad Católica de Valparaíso

H-index: 26
Jose Antonio Garcia

Jose Antonio Garcia

Pontificia Universidad Católica de Valparaíso

H-index: 18
Borja Alonso

Borja Alonso

Universidad de Cantabria

H-index: 13
Gino Astorga

Gino Astorga

Universidad de Valparaíso

H-index: 7
Felipe Cisternas-Caneo

Felipe Cisternas-Caneo

Pontificia Universidad Católica de Valparaíso

H-index: 5
Juan Agustín Salas

Juan Agustín Salas

Pontificia Universidad Católica de Valparaíso

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