48 citations
- Hiroshima UniversityJP2 papers
- University of LuxembourgLU2 papers
- Bielefeld UniversityDE1 paper
- Forschungszentrum JülichDE1 paper
- Indonesian Institute of SciencesID1 paper
- Nagasaki UniversityJP1 paper
- National Research and Innovation AgencyID1 paper
- Sakon Nakhon Rajabhat UniversityTH1 paper
- Universitas Trunodjoyo MaduraID1 paper
- University of IndonesiaID1 paper
15 papers
New Insight in Cervical Cancer Diagnosis Using Convolution Neural Network Architecture
Ach. Khozaimi, Wayan Firdaus Mahmudy
The Pap smear is a screening method for early cervical cancer diagnosis. The selection of the right optimizer in the convolutional neural network (CNN) model is key to the success…
Hybrid of DiffStride and Spectral Pooling in Convolutional Neural Networks
Sulthan Rafif, Mochamad Arfan Ravy Wahyu Pratama, Mohammad Faris Azhar +3
Stride determines the distance between adjacent filter positions as the filter moves across the input. A fixed stride causes important information contained in the image can not be…
Learning-Augmented K-Means Clustering Using Dimensional Reduction
Issam K. O Jabari, Shofiyah, Pradiptya Kahvi S +2
Learning augmented is a machine learning concept built to improve the performance of a method or model, such as enhancing its ability to predict and generalize data or features, or…
MAMI: Multi-Attentional Mutual-Information for Long Sequence Neuron Captioning
Alfirsa Damasyifa Fauzulhaq, Wahyu Parwitayasa, Joseph Ananda Sugihdharma +2
Neuron labeling is an approach to visualize the behaviour and respond of a certain neuron to a certain pattern that activates the neuron. Neuron labeling extract information about…
SparseSwin: Swin Transformer with Sparse Transformer Block
Krisna Pinasthika, Blessius Sheldo Putra Laksono, Riyandi Banovbi Putera Irsal +2
Advancements in computer vision research have put transformer architecture as the state of the art in computer vision tasks. One of the known drawbacks of the transformer architect…
Large-Scale News Classification using BERT Language Model: Spark NLP Approach
Kuncahyo Setyo Nugroho, Anantha Yullian Sukmadewa, Novanto Yudistira
The rise of big data analytics on top of NLP increases the computational burden for text processing at scale. The problems faced in NLP are very high dimensional text, so it takes…