Search Results - "Hartono, Pitoyo"

Context-flexible cartography with Siamese topological neural networks by Hartono, Pitoyo

“…Cartography is a technique for creating maps, which are graphical representations of spatial information. Traditional cartography involves the creation of…”
Get full text

Mixing Autoencoder With Classifier: Conceptual Data Visualization by Hartono, Pitoyo

“…In this paper, a neural network that is able to form a low-dimensional topological hidden representation is explained. The neural network can be trained as an…”
Get full text

Similarity maps and pairwise predictions for transmission dynamics of COVID-19 with neural networks by Hartono, Pitoyo

“…On March 11, 2020, the World Health Organization declared COVID-19 as a pandemic. Since then, many countries have experienced the rapid transmission of this…”
Get full text

A transparent cancer classifier by Hartono, Pitoyo

“…Recently, many neural network models have been successfully applied for histopathological analysis, including for cancer classifications. While some of them…”
Get full text

Infusing common-sensical prior knowledge into topological representations of learning robots by Ogawa, Kana, Hartono, Pitoyo

“…Good initializations are always beneficial for efficiently training neural networks. In this study, we propose a method for initializing a layered neural…”
Get full text

Explainable classifier for improving the accountability in decision-making for colorectal cancer diagnosis from histopathological images by Sabol, Patrik, Sinčák, Peter, Hartono, Pitoyo, Kočan, Pavel, Benetinová, Zuzana, Blichárová, Alžbeta, Verbóová, Ľudmila, Štammová, Erika, Sabolová-Fabianová, Antónia, Jašková, Anna

“…Pathologists are responsible for cancer type diagnoses from histopathological cancer tissues. However, it is known that microscopic examination is tedious and…”
Get full text

Learning-Regulated Context Relevant Topographical Map by Hartono, Pitoyo, Hollensen, Paul, Trappenberg, Thomas

“…Kohonen's self-organizing map (SOM) is used to map high-dimensional data into a low-dimensional representation (typically a 2-D or 3-D space) while preserving…”
Get full text

Fibonacci Level Adjustment for Optimizing Player’s Performance and Engagement by Masyfa, Faiz Hilmawan, Tolle, Herman, Tibyani, Tibyani, Hartono, Pitoyo

“…Players’ engagement intensity in computer games is influenced by the level of difficulty the game offers. Traditional game-level plots adopt linear increases…”
Get full text

The Development of Sensitivity to Tonality Structure of Music by Matsunaga, Rie, Hartono, Pitoyo, Yokosawa, Koichi, Abe, Jun-ichi

“…Tonal schemata are shaped by culture-specific music exposure. The acquisition process of tonal schemata has been delineated in Western mono-musical children,…”
Get full text

The acquisition process of musical tonal schema: implications from connectionist modeling by Matsunaga, Rie, Hartono, Pitoyo, Abe, Jun-Ichi

“…Using connectionist modeling, we address fundamental questions concerning the acquisition process of musical tonal schema of listeners. Compared to models of…”
Get full text

A Cross-Cultural Comparison of Tonality Perception in Japanese, Chinese, Vietnamese, Indonesian, and American Listeners by Matsunaga, Rie, Yasuda, Toshinori, Johnson-Motoyama, Michelle, Hartono, Pitoyo, Yokosawa, Koichi, Abe, Jun-ichi

“…We investigated tonal perception of melodies from 2 cultures (Western and traditional Japanese) by 5 different cultural groups (44 Japanese, 25 Chinese, 16…”
Get full text

Classification and dimensional reduction using restricted radial basis function networks by Hartono, Pitoyo

“…One of the most efficient means to understand complex data is by visualizing them in two- or three-dimensional space. As meaningful data are likely to be high…”
Get full text

Road Grade and Vehicle Mass Estimation for Heavy-duty Vehicles Using Feedforward Neural Networks by Torabi, Sina, Wahde, Mattias, Hartono, Pitoyo

“…In this paper, a neural network approach is presented for solving the problem of estimating road grade and vehicle mass, for the case of simulated heavy-duty…”
Get full text

Explainable Classifier Supporting Decision-making for Breast Cancer Diagnosis from Histopathological Images by Sabol, Patrik, Sincak, Peter, Ogawa, Kana, Hartono, Pitoyo

“…This paper presents an application of semantically explainable classifier, Cumulative Fuzzy Class Membership Criterion (CFCMC), in medical domain, specifically…”
Get full text

A review of MF-ARTMAP toward an improvement classification accuracy using simulated annealing by Ondo, Jaroslav, Sabol, Patrik, Sincak, Peter, Hartono, Pitoyo

“…This paper deals with an MF ARTMAP neural network. We study its behavior while training with different data sets and using different parameters. It gives us…”
Get full text

Classificability-regulated self-organizing map using restricted RBF by Hartono, Pitoyo, Trappenberg, Thomas

“…In this paper, we propose a hierarchical neural network similar to the Radial Basis Function (RBF) Network. The proposed Restricted RBF (rRBF) executes a…”
Get full text

Topological Neural Networks: theory and applications by Hartono, Pitoyo

“…This short review paper describes the theory of Restricted Radial Basis Function (rRBF) Network and its various applications. The rRBF is a hierarchical neural…”
Get full text

The Development of Sensitivity to Tonality Structure of Music: Evidence From Japanese Children Raised in a Simultaneous and Unbalanced Bi-musical Environment by Matsunaga, Rie, Hartono, Pitoyo, Yokosawa, Koichi, Abe, Jun-ichi

“…Tonal schemata are shaped by culture-specific music exposure. The acquisition process of tonal schemata has been delineated in Western mono-musical children,…”
Get full text

Utilization of machine learning methods for assembling, training and understanding autonomous robots by Hartono, P.

“…For decades human society has been supported by the proliferation of complex artifacts such as electronic appliances, personal vehicles and mass transportation…”
Get full text

Visualizing Learning Management System data using Context-Relevant Self-Organizing Map by Hartono, Pitoyo, Ogawa, Kayo

“…In the last few years, many form of Learning Management Systems (LMS) have been introduced in many educational institutions with the main objective of…”
Get full text