Browse Items (26 total)
- Collection: Vol 6 No 6 (2022)
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Brain Tumor Classification for MR Images Using Transfer Learning and
EfficientNetB3
Brain tumors are one of the diseases that take many lives in the world, moreover, brain tumors have various types. In the
medical world, it has an technology called Magnetic Resonance Imaging (MRI) which functions to see the inside of the human…
medical world, it has an technology called Magnetic Resonance Imaging (MRI) which functions to see the inside of the human…
Naïve Bayes-Support Vector Machine Combined BERT to Classified Big
Five Personality on Twitter
Twitter is one of the most popular social media used to interact online. Through Twitter, a person's personality can be
determined based on that person's thoughts, feelings, and behavior patterns. A person has five main personalities…
determined based on that person's thoughts, feelings, and behavior patterns. A person has five main personalities…
Comparison of Grid Search and Evolutionary Parameter Optimization with
Neural Networks on JCI Stock Price Movements during the Covid 19
This study aims to determine the effect of covid 19 on the movement of the JCI Stock Price by testing various combinations of
the input variables of closed price stock data on the JCI. The analysis is carried out to find the best RMSE value from…
the input variables of closed price stock data on the JCI. The analysis is carried out to find the best RMSE value from…
UI/UX Analysis and Design Development of Less-ON Digital Startup
Prototype by Using Lean UX
The growth of startups in Indonesia continues to experience upward growth. Behind the growth that continues to
move up, there is a success rate statistic which is a contradiction behind its development. The startup statistics
show that about 90%…
move up, there is a success rate statistic which is a contradiction behind its development. The startup statistics
show that about 90%…
Optimization Analysis Model Determining PNMP Mandiri Loan Status
Based on Pearson Correlation
PNPM Mandiri is an organization engaged in financing small and medium enterprises in the community. The problem that
always occurs is an error in determining the loan status resulting in bad credit. This study aims to present a classification…
always occurs is an error in determining the loan status resulting in bad credit. This study aims to present a classification…
DPP IV Inhibitors Activities Prediction as An Anti-Diabetic Agent using
Particle Swarm Optimization-Support Vector Machine Method
Diabetes mellitus is a chronic illness that can affect anyone, while the medicine that can entirely cure diabetes has not been
discovered yet. Dipeptidyl Peptidase IV (DPP IV) inhibitor is one of the agents with potency as an anti-diabetic…
discovered yet. Dipeptidyl Peptidase IV (DPP IV) inhibitor is one of the agents with potency as an anti-diabetic…
A Comparison of the Smoothing Constant Values Among Exponential
Smoothing Methods in Commodity Prices Forecasting
Commodity prices forecasting is one of the business functions to estimate future demand based on past data trend. This study
aims to implement a trial and error technique of the constant (alpha α) value in the exponential smoothing method. Dealing…
aims to implement a trial and error technique of the constant (alpha α) value in the exponential smoothing method. Dealing…
Gift Recommendations Based on Personality Using Fuzzy and Big Five
Personality Test
Gifts are usually given to someone to strengthen a relationship or to motivate someone. However, givers often need help
determining the appropriate gift for the potential recipient. On the other hand, many recipients are disappointed with the gifts…
determining the appropriate gift for the potential recipient. On the other hand, many recipients are disappointed with the gifts…
Heart Attack Notification and Monitoring System Using Internet of Things
People are frequently shocked when someone passes away suddenly without any prior symptoms. One of the contributing
factors is a heart attack. This condition might occur anywhere and at any time. A sudden heart attack can be highly perilous
for a…
factors is a heart attack. This condition might occur anywhere and at any time. A sudden heart attack can be highly perilous
for a…
Using Social Media Data to Monitor Natural Disaster: A Multi Dimension
Convolutional Neural Network Approach with Word Embedding
Social media has a significant role in natural disaster management, namely as an early warning and monitoring when natural
disasters occur. Artificial intelligence can maximize the use of natural disaster social media messages for natural disaster…
disasters occur. Artificial intelligence can maximize the use of natural disaster social media messages for natural disaster…