Search Results - "LALA SEPTEM RIZA"

frbs : Fuzzy Rule-Based Systems for Classification and Regression in R by Riza, Lala Septem, Bergmeir, Christoph, Herrera, Francisco, Benítez, José Manuel

“…Fuzzy rule-based systems (FRBSs) are a well-known method family within soft computing. They are based on fuzzy concepts to address complex real-world problems…”
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Implementing algorithms of rough set theory and fuzzy rough set theory in the R package “RoughSets” by Riza, Lala Septem, Janusz, Andrzej, Bergmeir, Christoph, Cornelis, Chris, Herrera, Francisco, Śle¸zak, Dominik, Benítez, José Manuel

“…The package RoughSets, written mainly in the R language, provides implementations of methods from the rough set theory (RST) and fuzzy rough set theory (FRST)…”
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Comparative Study of Population-based Metaheuristic Algorithms in Case Study of DNA Sequence Assembly by Riza, Lala Septem, Prasetyo, Yudi, Zain, Muhammad Iqbal, Siregar, Herbert, Megasari, Rani, Hidayat, Topik, Kusumawaty, Diah, Rosyda, Miftahurrahma

“…Modern technology encounters difficulties performing DNA sequencing on long DNA sequences. Therefore, longer DNA sequences must be cut into smaller fragments…”
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SAX and Random Projection Algorithms for the Motif Discovery of Orbital Asteroid Resonance Using Big Data Platforms by Riza, Lala Septem, Fazanadi, Muhammad Naufal, Utama, Judhistira Aria, Samah, Khyrina Airin Fariza Abu, Hidayat, Taufiq, Nazir, Shah

“…The phenomenon of big data has occurred in many fields of knowledge, one of which is astronomy. One example of a large dataset in astronomy is that of…”
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Birthmark-Based Software Classification Using Rough Sets by Nazir, Shah, Shahzad, Sara, Riza, Lala Septem

“…Software theft or piracy is a rapidly growing problem which includes copying, modifying, and misusing proprietary software opposed to the license agreement…”
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Implementing the rasch model to assess the level of students' critical and reflective thinking skills on the photoelectric effect by Juandi, Tarpin, Kaniawati, Ida, Samsudin, Achmad, Riza, Lala Septem

“…This study aims to determine the level of students’ critical and reflective thinking skills on the topic of photoelectric effects. In this study, the…”
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Implementation of machine learning in DNA barcoding for determining the plant family taxonomy by Riza, Lala Septem, Zain, Muhammad Iqbal, Izzuddin, Ahmad, Prasetyo, Yudi, Hidayat, Topik, Abu Samah, Khyrina Airin Fariza

“…The DNA barcoding approach has been used extensively in taxonomy and phylogenetics. The differences in certain DNA sequences are able to differentiate and help…”
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Comparison of Machine Learning Algorithms for Species Family Classification using DNA Barcode by Riza, Lala Septem, Rahman, M Ammar Fadhlur, Prasetyo, Yudi, Zain, Muhammad Iqbal, Siregar, Herbert, Hidayat, Topik, Samah, Khyrina Airin Fariza Abu, Rosyda, Miftahurrahma

“…Classifying plant species within the Liliaceae and Amaryllidaceae families presents inherent challenges due to the complex genetic diversity and overlapping…”
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The Best Malaysian Airline Companies Visualization through Bilingual Twitter Sentiment Analysis: A Machine Learning Classification by Abu Samah, Khyrina Airin Fariza, Amirah Misdan, Nur Farhanah, Hasrol Jono, Mohd Nor Hajar, Riza, Lala Septem

“…Online reviews are crucial for business growth and customer satisfaction. There is no exception for the airlines’ company, which places third as the biggest…”
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DEVELOPMENT OF R PACKAGE AND EXPERIMENTAL ANALYSIS ON PREDICTION OF THE CO2 COMPRESSIBILITY FACTOR USING GRADIENT DESCENT by LALA SEPTEM RIZA, DENDI HANDIAN, RANI MEGASARI, ADE GAFAR ABDULLAH, ASEP BAYU DANI NANDIYANTO, SHAH NAZIR

“…Nowadays, many variants of gradient descent (i.e., the methods included in machine learning for regression) have been proposed. Moreover, these algorithms have…”
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A CONCEPT AND IMPLEMENTATION OF INSTRUCTIONAL INTERACTIVE MULTIMEDIA FOR DEAF STUDENTS BASED ON INQUIRY-BASED LEARNING MODEL by LALA SEPTEM RIZA, DHEANA SUSANA FIRDAUS, ENJUN JUNAETI, TOPIK HIDAYAT, ADE GAFAR ABDULLAH, ASEP BAYU DANI NANDIYANTO, CEP UBAD ABDULLAH

“…Everyone, including deaf children, is entitled to the right of education. Deaf children have difficulties in developing cognitive abilities, linguistic skills,…”
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GEOGRAPHIC INFORMATION SYSTEM OF BATIK JAWA BARAT: CULTURAL AND INDUSTRIAL MAPPING FOR SUPPORTING THE DEVELOPMENT OF CURRICULUM IN VOCATIONAL HIGH SCHOOLS by ISMA WIDIATY, LALA SEPTEM RIZA, LILI SOMANTRI, ADE GAFAR ABDULLAH, ANA, SUGENG RIFQI MUBAROQ, CEP UBAD ABDULLAH

“…This study aims to map out cultural and industrial aspects of Batik Jawa Barat using Geographic Information System (GIS) technology. This study brings such…”
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Optimization of Vertical Well Placement for Oil Field Development Based on Basic Reservoir Rock Properties using a Genetic Algorithm by Ariadji, Tutuka, Sukarno, Pudjo, Sidarto, Kuntjoro Adji, Soewono, Edy, Riza, Lala Septem, David, Kenny

“…Comparing the quality of basic reservoir rock properties is a common practice to locate new infills or development wells for optimizing an oil field…”
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Assessing Undergraduate Cognitive System Thinking Instruments in Genetics Lectures: A Rasch Model Analysis by Putri, Iffa Ichwani, Rahmat, Adi, Riandi, Riandi, Riza, Lala Septem

“…This study aims to test the reliability, validity and wright person-items of the test instrument. It used to measure students' cognitive system thinking in…”
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A Systematic Review for Classification and Selection of Deep Learning Methods by Saputra, Nisa Aulia, Riza, Lala Septem, Setiawan, Agus, Hamidah, Ida

“…The effectiveness of deep learning in completing tasks comprehensively has led to a rapid increase in its usage. Deep learning encompasses numerous diverse…”
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Learning from data using the R package "FRBS" by Septem Riza, Lala, Bergmeir, Christoph, Herrera, Francisco, Benítez, Jose Manuel

“…Learning from data is a process to construct a model according to available training data so that it can be used to make predictions for new data. Nowadays,…”
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Correction to: Automatic generation of short-answer questions in reading comprehension using NLP and KNN by Riza, Lala Septem, Firdaus, Yahya, Sukamto, Rosa Ariani, Wahyudin, Abu Samah, Khyrina Airin Fariza

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Automatic generation of short-answer questions in reading comprehension using NLP and KNN by Riza, Lala Septem, Firdaus, Yahya, Sukamto, Rosa Ariani, Wahyudin, Abu Samah, Khyrina Airin Fariza

“…In general, making evaluations requires a lot of time, especially in thinking about the questions and answers. Therefore, research on automatic question…”
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Data analysis techniques in light pollution: A survey and taxonomy by Riza, Lala Septem, Izzuddin, Ahmad, Utama, Judhistira Aria, Samah, Khyrina Airin Fariza Abu, Herdiwijaya, Dhani, Hidayat, Taufiq, Anugraha, Rinto, Mumpuni, Emanuel Sungging

“…One of the most pressing issues facing astronomy today is the growing threat of light pollution. Light pollution affects not only astronomical observations but…”
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Remote sensing and machine learning for yield prediction of lowland paddy crops [version 1; peer review: 1 approved] by Septem Riza, Lala, Yudianita, Afina Hadaina, Nugraha, Eki, Somantri, Lili, Sitanggang, Imas Sukaesih, Abu Samah, Khyrina Airin Fariza, Nazir, Shah

“…Background: Paddy is one of the crops with the largest production worldwide, after corn and wheat. In Indonesia, paddy crops play a role as one of the main…”
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