Past Members

Our Past Members

2024


Muhammad Arief
Bi-LSTM optimized by Grey Wolf Optimizer Approach for Toxicity Prediction: Case Study NR-AR Toxicity Type
Renaldi Mahardika Putra Bamba
In silico-based Toxicity Prediction using Camel Algorithm-Support Vector Machine: Case Study NR-AhR Toxicity Type
Sydney Salma Nur Henny
Fingerprint-based Side Effect Prediction using Artificial Neural Network optimized by Bat Algorithm: Case Study Metabolism and Nutrition Disorders
Adhitya Melani Eka Janarwati
Implementation of Camel Algorithm-Ensemble Method for Tubercolosis Detection on HIV Patients based on Gene Expression Data
Hafian Fathul Madani
Predictive Modeling based on LSTM optimized by Grey Wolf Optimizer for Human Oral Bioavailability Prediction
Muhamad Farhan Wirasantoso
Implementation of Hybrid Bat Algorithm-Ensemble on Human Oral Bioavailability Prediction of Drug Candidate
Adinda Rizqi Salsabila
Implementation of Simulated Annealing-Ensemble on Toxicity Prediction: Case Study NR-AhR Toxicity Type
Surya Abadi
Identification of Children with Diabetics based on Gene Expression by using Grey Wolf Optimizer – Support Vector Machine
Hana Amani Fatihah
Prediction of Tubercolosis on HIV Patients based on Gene Expression Data Using Grey Wolf Optimization-Support Vector Machine
Dzaky Raihan Ahmad
Implementation of Hybrid Bat Algorithm-Ensemble on Side Effect Prediction: Case Study Metabolism and Nutrition Disorders
Devila Nurtadjmi Adiarni
Classification of Human Oral Bioavailability of Drug Candidate Using Simulated Annealing-Ensemble Methods

2023

Master Student


Ananda Fitri Karimah
Implementation of Particle Swarm Optimization in Chemception CNN Architecture Tuning for Predicting Drug Side Effects
Angel Metanosa Afinda
The Optimization of Chemception CNN Framework using Bat Algorithm for Drug Side Effect Prediction

Undergraduate Student

Farishadi Mufakkir Azizy
Medical Image-based Prediction of Brain Tumor by using Convolutional Neural Network optimized by Cuckoo Search Algorithm
Ryan Rizky Rizwandy
Implementation of Cuckoo Search Algorithm in Optimizing Artificial Neural Network for Fingerprint-based Toxicity Prediction
Muhammad Farras Aditya
Fingerprint-based Toxicity Prediction using Artificial Neural Network tuned by Grey Wolf Optimizer
Fithroh Hito Naruhodo
Prediction of Human Oral Bioavailability of Small Molecule using Simulated Annealing – Support Vector Machine
Annisa Arafah Nasution
Implementation of Cuckoo Search Algorithm – Support Vector Machine in Predicting Children with Diabetics Based on Gene Expression
Muhammad Hanif Tri Atmaji
Prediction of Drug Side Effect using Gray Wolf Optimization – Support Vector Machine: Case Study Hepatobiliary
Muhammad Rifqi Wiliatama
Implementation of Gravitational Search Algorithm Ensemble in Predicting of Drug Side Effect: Case Study Hepatobiliary Disorders
Aldiyan Farhan Nugroho
Prediction of Human β-secretase 1 (BACE-1) Inhibitors for Alzheimer Therapeutic Agent by Using Fingerprint-based Neural Network Optimized by Bat Algorithm
Friska Alfanda
Implementation of Gravitational Search Algorithm-Ensemble in Identification of Children with Diabetics based on Gene Expression
Jose Yolanda Purba
Prediction of Falcipain Inhibitor Activity as Anti-malaria using Simulated Annealing-Regularized Linear Regression Methods

2022


Gatot Primaulida
Implementation of Mutual Information-based Feature Selection combined with Support Vector Machine in Predicting Heart Attack
Rifqi Luthfi
Implementation of Fingerprint-based Neural Network Optimized by Firefly Algorithm in Predicting Human β-secretase 1 (BACE-1) Inhibitors for Alzheimer Therapeutic Agent
Komang Triolascarya
QSAR Study of Larvicidal Phytocompounds as Anti-Aedes Aegypti by using GA-SVM Method
Aulia Widya Clara
Implementation of Random Forest for Tuberculosis Detection in HIV Patients using Microarray Data
Andika Elang Dirgantara
Implementation of Particle Swarm Optimization Method on CNN Architecture Optimization for COVID-19 Prediction Based on Chest X-Ray Images
I Kadek Andrean Pramana Putra
QSAR Study on Diacylgycerol Acyltransferase-1 (DGAT-1) Inhibitor as Anti-diabetic using PSO-SVM Methods
Irfanul Arifa
Implementation of Genetic Algorithm-Ensemble Learning on QSAR Study on Diacylglycerol Acyltransferase-1 (DGAT1) Inhibitors as Anti-diabetes
Muhamad Farell Ambiar
QSAR Study on Falcipain Inhibitors as Anti-malaria Using Genetic Algorithm-Support Vector Machine
Tasya Nurfauziah Ramadhani Rohimat
Implementation of Genetic Algorithm-Support Vector Machine on Gene Expression Data in Identification of Non-Small Cell Lung Cancer in Nonsmoking Female
Kholishoh Nur Azizah
Gene Expression-based Classification Model of Non-Small Cell Lung Carcinoma (NSCLC) in Nonsmoking Female Using Ensemble Method
Otniel Abiezer
Identification of Lung Cancer in Smoker Person using Ensemble Methods based on Gene Expression Data
Muhammad Aufa Anasin
Implementation of Particle Swarm Optimization – SVM on Gene Expression Data for Lung Cancer Identification in Smoker Person
Wisnu Jayanata
Implementation of Support Vector Machine (SVM) in Predicting Drug Rating Based on Patient’s Review
Rizky Dewa Sakti
Implementation of Multilayer Perceptron optimized by Simulated Annealing in Identification of Parkinson Disease
Julizar Wiranto Harahap
Classification Model of Parkinson Identification by using Firefly Algorithm-Support Vector Machine
Diya Namira Purba
Implementation of Ensemble Method in Predictive Modelling of Schizophrenia
Sarah Rahmawati
Identification of Schizophrenia from Microarray data by using Simulated Annealing-Support Vector Machine
Rizki Amanullah Hakim
QSAR Study on Aromatic Disulfide Compounds as SARS-CoV Mpro Inhibitor Using Genetic Algorithm-Support Vector Machine Method
Muhammad Dennis Fadillah
Predictive Modeling of Larvicidal Phytocompounds as anti Aedes Aegypti by using Firefly Algorithm Support Vector Machine
Fauzan Muharik
QSAR Study on Larvicidal Phytocompounds for Aedes aegypti using Ensemble Regressor
M. Al Rafi Bhadrika
Application of Ensemble Method on QSAR Study of PTP1B Inhibitor as Anti-diabetes Mellitus

2021


Rizaldo Laksana
Implementation of Ensemble Method in QSAR Study of in house Molecules as Papainlike Protease (PLpro) Inhibitors of SARS-CoV-2
Muhammad Alfi Al Ikhlas
QSAR Study on In House Molecules as Papain-like Protease (PLpro) Inhibitors of SARS-CoV-2 by using Principal Component Analysis-Support Vector Machine Methods
Zikrullah Aliwainda
Gastroesophageal Reflux Disease (GERD) Detection based on Drug Review using Ensemble Learning
Asty Nabilah ‘Izzaturrahmah
Implementation of Support Vector Machine on Text-based GERD Detection by using Drug Review Content
Hariadi Adha Firmansyah
Prediction of Prostate Cancer based on Microarray Data Using Genetic Algorithm (GA)-Support Vector Machine (SVM) Methods
Savira Agustin
Implementation of Principal Component Analysis-Support Vector Machine for Tuberculosis Detection in HIV Patients Using Microarray Data
Aldo Putra Wide
Early Detection of COVID-19 Using CT-Scan Image with Genetic AlgorithmConvolutional Neural Network
Rochi Eko Pambudi
Implementation of Simulated Annealing-Convolutional Neural Network for Chest X-Ray Image-based COVID-19 Detection
Muhammad Ihza Mahendra
Convolutional Neural Network Optimized by Genetic Algorithm for Detection of COVID-19 from Chest X-Ray Image
Hanif Fadhlurrahman
QSAR Model for Prediction PTP1B Inhibitor as Anti-diabetes Mellitus using Simulated Annealing-Support Vector Machine
Ananda Fitri Karimah
QSAR Study on in-house molecules as Papain-like Protease (PLpro) of SARS-CoV-2 Inhibitor by using Ensemble Methods
Angel Metanosa Afinda
Implementation of Genetic Algorithm-Support Vector Machine on QSAR Study of in-house molecules as Papain-like Protease (PLpro) of SARS-CoV-2 Inhibitor
Attariq Muhammad Kasfilla
QSAR Study On Predicting DPP-IV Inhibitors as Anti-Diabetic Agent using Genetic Algortihm-Support Vector Machine
Riva Yudisa Ikhsanurahman
Anti-Cancer Agent Classification of CDK2 Inhibitors using Simulated Annealing-Support Vector Machine

2020


Muhammad Fajar Rizqi
Implementation of Simulated Annealing-Support Vector Machine Methods on QSAR Study of Indenopyrazole Derivative as Anti-Cancer Agent
Mela Mai Anggraini
Implementation of Ensemble Methods on Anti-Cancer Agent Classification of CDK2 Inhibitors
Nabilla Kamil
Application of Ant Colony Optimization – Artificial Neural Network Methods on Anti-Cancer Activity of Indenopyrazole Derivative
Bambang Hadi Prakoso
Prediction of DPP-IV as Anti-Diabetic Agent using Particle Swarm Optimization-Support Vector Machine Methods
Farisi Rahman
Implementation of Simulated Annealing-Support Vector Machine Method in QSAR Study of Fusidic Acid as Anti-Malarial Agent
Ekky Wicaksana
The Classification of Customer Question about Motorcycle Problem by Using Naive Bayes and Support Vector Machine
Salma Karimah
The Implementation of Random Forest in Drug Review Based Diabetes Mellitus Prediction
Aisah Mujahidah Rasunah
Drug Review Based Diabetes Mellitus Prediction Using Naïve Bayes
Maya Rosalinda
Implementation of Ensemble Methods on QSAR Study of NS3 Inhibitor Activity as Anti-Dengue Agent
Hamzah Faisal Azmi
QSAR Study of Fusidic Acid Derivative Compounds as Anti-Malaria Agents Using Artificial Neural Networks-Genetic Algorithms
Reina Wardhani
QSAR Study for Prediction Hydroxyethylamine Activity as HIV-1 Protease Inhibitor by Using Enhanced Binary Gravitational Search-Neural Network Method (EBGS-NN)

2019


Raymondo Fitrah Ketaren
Implementation of Cellular Automata for Traffic Flow Modeling (Case Study: Buah Batu Toll Gate)

2016


Ardhyka Dewantara
Modelling of Biogas Production in Batch Reactor Using Runge Kutta Gill Method
Okty Ardita Pulungan
Modelling of Biogas Production in Batch Reactor Using Runge Kutta-4 Method
Furqon Hidayat
Modelling of Biogas Production in Batch Reactor with Adams Bashforth Moulton Predictor Corrector Method
Muhammad Adietya Perdana
Modelling of Biogas Production in Batch Reactor Milne-Simpson Predictor Corrector Method
Ali Assegaf
Modelling of Biogas Production in Batch Reactor Hamming Predictor Corrector Method