Vol 29 No 2 (2023): MENDEL | MENDEL

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MENDEL contains peer-reviewed experimental and theoretical papers on Evolutionary Computation, Genetic Programming, Swarm Intelligence, Neural Networks, Fuzzy Logic, Big Data, Bayesian Methods, Intelligent Image Processing, Bio-inspired Robotics.

ISSN 1803-3814 (Print) ISSN 2571-3701 (Online)

Published: 2023-12-20

Research articles

Hybrid of Smart System Model to Support the Service of Fertility Doctors in Handling In-Vitro Fertilization Patient Complaints

Irwan Sembiring, Paminto Agung Christianto, Eko Sediyono

84-89
- pdf
Quantitative Strategic Planning Matrix as a Superior Strategic Management Tools and Techniques in Evaluating Decision Alternatives A Multi-Stage Exhibition for Creationizing Strategic Leadership

Elvis Elezaj, Bekë Kuqi

90-96
- pdf
A Hybrid Photorealistic Architecture Based on Generating Facial Features and Body Reshaping for Virtual Try-on Applications

Tran Van Duc, Pham Quang Tien, Hoang Duc Minh Trieu, Nguyen Thi Ngoc Anh, Dat Tien Nguyen

97-110
- pdf
Diagonal Partitioning Strategy Using Bisection of Rectangles and a Novel Sampling Scheme

Nabila Guessoum, Lakhdar Chiter

131-146
- pdf
Machine Learning Clustering Analysis Towards Educator’s Readiness to Adopt Augmented Reality as a Teaching Tool

Anbuselvan Sangodiah, Wei Chooi Yi, Ayu Norafida binti Ayob, Norazira Binti A Jalil, Charles Ramendran S PR Subramaniam, Gong Lirong

147-154
- pdf
Modern Tendency to Practice-Oriented Learning The Effect of Virtual Reality Technology on Students’ Academic Performance

ZuoYuan Liu, Akmatali Alimbekov, Sergey Glushkov, Lyazzat Ramazanova

155-161
- pdf
A New Integral Function Algorithm for Global Optimization and Its Application to the Data Clustering Problem

Ridwan Pandiya, Atina Ahdika, Siti Khomsah, Rima Dias Ramadhani

162-168
- pdf
Analysis of Users’ Requirements for Public Waste Management Services Using Fuzzy Inference

Ricardo Andrés Cárdenas-Cuervo, Conrado Augusto Serna-Uran, Cristian Giovanny Gomez-Marin

169-180
- pdf
An Integrated Two-Factor Authentication Scheme for Smart Communications and Control Systems

Trong-Minh Hoang, Van-Hau Bui, Nam-Hoang Nguyen

181-190
- pdf
Optimized Fixed-Time Synergetic Controller via a modified Salp Swarm Algorithm for Acute and Chronic HBV Transmission System

Saadi Achour, Khalil Mokhtari, Abdelaziz Rahmoune, Fares Yazid

191-201
- pdf
A Robust Voice Pathology Detection System Based on the Combined BiLSTM–CNN Architecture

Rimah Amami, Rim Amami, Chiraz Trabelsi, Sherin Hassan Mabrouk, Hassan A. Khalil

202-210
- pdf
Existence Solution for Fractional Mean-Field Backward Stochastic Differential Equation with Stochastic Linear Growth Coefficients

Mostapha Abdelouahab Saouli

211-219
- pdf
Stock and Structured Warrant Portfolio Optimization Using Black-Litterman Model and Binomial Method

Cornelius Francis Jayadi, Novriana Sumarti

220-228
- pdf
Predicting Football Match Outcomes with Machine Learning Approaches

Bing Shen Choi, Lee Kien Foo, Sook-Ling Chua

229-236
- pdf
Detecting Outliers Using Modified Recursive PCA Algorithm For Dynamic Streaming Data

Yasi Dani, Agus Yodi Gunawan, Masayu Leylia Khodra, Sapto Wahyu Indratno

237-244
- pdf
Evolutionary Optimization Techniques in Analog Integrated Circuit Designs

Trang Hoang, Bao Quoc Bui, Hoang Trong Nguyen, Phuc That Bao Ton

245-254
- pdf
Optimizing Neural Networks for Academic Performance Classification Using Feature Selection and Resampling Approach

Didi Supriyadi, Purwanto Purwanto, Budi Warsito

261-272
- pdf
Experiential Marketing Tourism and Hospitality Tours Generation Hybrid Model

Luis Alfaro, Claudia Rivera, Jorge Luna-Urquizo, Antonio Arroyo-Paz, Lucy Delgado, Elisa Castañeda

273-282
- pdf
Initial Coin Offering Prediction Comparison Using Ridge Regression, Artificial Neural Network, Random Forest Regression, and Hybrid ANN-Ridge

Toai Kim Tran, Roman Senkerik, Hahn Thi Xuan Vo, Huan Minh Vo, Adam Ulrich, Marek Musil, Ivan Zelinka

283-294
- pdf
Exploring Hybrid Models For Short-Term Local Weather Forecasting in IoT Environment

Toai Kim Tran, Roman Senkerik, Hanh Thi Xuan Vo, Huan Minh Vo, Adam Ulrich, Marek Musil, Ivan Zelinka

295-306
- pdf
A Hybrid Extreme Gradient Boosting and Long Short-Term Memory Algorithm for Cyber Threats Detection

Reham Amin, Ghada El-Taweel, Ahmed Fouad Ali, Mohamed Tahoun

307-322
- pdf

Reviews & Analysis

Automated Semantic Annotation Deploying Machine Learning Approaches: A Systematic Review

Wee Chea Chang, Anbuselvan Sangodiah

111-130
- pdf
Time Complexity of Population-Based Metaheuristics

Mahamed G Omran, Andries Engelbrecht

255-260
- pdf