Rila Mandala

531 total citations
42 papers, 316 citations indexed

About

Rila Mandala is a scholar working on Artificial Intelligence, Information Systems and Management Information Systems. According to data from OpenAlex, Rila Mandala has authored 42 papers receiving a total of 316 indexed citations (citations by other indexed papers that have themselves been cited), including 28 papers in Artificial Intelligence, 19 papers in Information Systems and 5 papers in Management Information Systems. Recurrent topics in Rila Mandala's work include Natural Language Processing Techniques (11 papers), Topic Modeling (10 papers) and Semantic Web and Ontologies (9 papers). Rila Mandala is often cited by papers focused on Natural Language Processing Techniques (11 papers), Topic Modeling (10 papers) and Semantic Web and Ontologies (9 papers). Rila Mandala collaborates with scholars based in Indonesia, Japan and Luxembourg. Rila Mandala's co-authors include Takenobu Tokunaga, Hozumi Tanaka, Oscar Karnalim, Rinaldi Munir, Quang Ngọc Nguyễn, Takuro Sato, Arry Akhmad Arman, Masayu Leylia Khodra, Gabriel Ayodeji Ogunmola and Bambang Riyanto Trilaksono and has published in prestigious journals such as SHILAP Revista de lepidopterología, Information Processing & Management and Informatics.

In The Last Decade

Rila Mandala

33 papers receiving 264 citations

Peers

Countries citing papers authored by Rila Mandala

Since Specialization

Citations

This map shows the geographic impact of Rila Mandala's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Rila Mandala with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Rila Mandala more than expected).

Fields of papers citing papers by Rila Mandala

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Rila Mandala. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Rila Mandala. The network helps show where Rila Mandala may publish in the future.

Co-authorship network of co-authors of Rila Mandala

This figure shows the co-authorship network connecting the top 25 collaborators of Rila Mandala. A scholar is included among the top collaborators of Rila Mandala based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Rila Mandala. Rila Mandala is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	An Improved FEDformer–Dilated Residual CNN Framework with Cross-Attentive Fusion for Cloud-Based Cyber Threat Detection and Financial Fraud Prediction 2025 ·International Journal of Innovation and Technology Management ·(unknown), Rila Mandala, (unknown), (unknown), (unknown), Gabriel Ayodeji Ogunmola	0
2	BIOGAN-BERT: BioGPT-2 Fine Tuned and GAN-BERT for Extracting Drug Interaction Based on Biomedical Texts 2024 ·(unknown), Rila Mandala	0
3	Generating Paraphrase Using Simulated Annealing for Citation Sentences 2023 ·Informatics ·(unknown), Masayu Leylia Khodra, Rinaldi Munir, Rila Mandala, Dwi H. Widyantoro	1
4	Penerapan Convolutional Neural Network (CNN) dan Euclidean Distance Matrices (EDM) untuk Mengurangi False Positive pada Pengenalan Aktifitas Finger Point Call 2023 ·Jurnal Edukasi dan Penelitian Informatika (JEPIN) ·Rila Mandala, (unknown)	0
5	Generating intelligent agent behaviors in multi-agent game AI using deep reinforcement learning algorithm 2023 ·International Journal of Advances in Applied Sciences ·(unknown), (unknown), (unknown), Rila Mandala	1
6	Query by Humming Music Information Retrieval using DNN-LSTM based Melody Extraction and Noise Filtration 2022 ·(unknown), Rila Mandala	2
7	Improving the Performance of the Extractive Text Summarization by a Novel Topic Modeling and Sentence Embedding Technique using SBERT 2021 ·(unknown), Rila Mandala	6
8	Improving the Performance of HDBSCAN on Short Text Clustering by Using Word Embedding and UMAP 2021 ·(unknown), Rila Mandala	18
9	Robust Automatic Speech Recognition Features using Complex Wavelet Packet Transform Coefficients 2009 ·SHILAP Revista de lepidopterología ·(unknown), Bambang Riyanto Trilaksono, Arry Akhmad Arman, Rila Mandala	1
10	PEMBUATAN APLIKASI PENGOLAH KATA SEDERHANA 2007 ·Seminar Nasional Aplikasi Teknologi Informasi (SNATI) ·Rila Mandala, (unknown), (unknown)	0
11	Evaluasi Kinerja Sistem Penyaringan Informasi Model Ruang Vektor 2006 ·Seminar Nasional Aplikasi Teknologi Informasi (SNATI) ·Rila Mandala	1
12	Evaluasi Efektifitas Metode Machine-Learning pada Search-Engine 2006 ·Seminar Nasional Aplikasi Teknologi Informasi (SNATI) ·Rila Mandala	1
13	Sistem Stemming Otomatis untuk Kata dalam Bahasa Indonesia 2004 ·Seminar Nasional Aplikasi Teknologi Informasi (SNATI) ·Rila Mandala, (unknown), Rinaldi Munir, (unknown)	5
14	Relevance Feedback pada Temu Kembali Informasi Menggunakan Algoritma Genetika 2004 ·Seminar Nasional Aplikasi Teknologi Informasi (SNATI) ·(unknown), Rila Mandala	2
15	Query expansion using heterogeneous thesauri 2000 ·Information Processing & Management ·Rila Mandala, Takenobu Tokunaga, Hozumi Tanaka	38
16	Combining General Hand-Made and Automatically Constructed Thesauri for Query Expansion in Information Retrieval 1999 ·International Joint Conference on Artificial Intelligence ·Rila Mandala, Takenobu Tokunaga, Hozumi Tanaka	6
17	Combining general hand-made and automatically constructed thesauri for information retrieval 1999 ·International Joint Conference on Artificial Intelligence ·Rila Mandala, Takenobu Tokunaga, Hozumi Tanaka	4
18	Combining multiple evidence from different types of thesaurus for query expansion 1999 ·Rila Mandala, Takenobu Tokunaga, Hozumi Tanaka	84
19	The Use of WordNet in Information Retrieval. 1998 ·International Conference on Computational Linguistics ·Rila Mandala, Takenobu Tokunaga, Hozumi Tanaka	69
20	Ad Hoc Retrieval Experiments Using WordNet and Automatically Constructed Thesauri. 1998 ·Text REtrieval Conference ·Rila Mandala, Takenobu Tokunaga, Hozumi Tanaka, (unknown), (unknown)	15

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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