9. Dr Devi Fitrianah S.Kom. MTI

Lecture Spesialist S3

devi.fitrianah@binus.edu
021-53696969 ext1803
Prodi MTI, BGP, Jl Kebon Jeruk Raya no 27, Lt-8, Jakarta Barat, 11530 Indonesia

Profile & Qualification
Research & Publication
Community Service

Devi Fitrianah is a lecturer and researcher at the Master of Computer Science Department at Bina Nusantara University. She received her Bachelor’s degree in Computer Science from Bina Nusantara University in 2000 and a Master’s degree in Information Technology and a Ph.D. degree in Computer Science from Universitas Indonesia in 2008 and 2015 respectively. She has been rewarded with a sandwich program at the Laboratory for Pattern Recognition and Image Processing and GIS (PRIPGIS Lab) Department of Computer Science, Michigan State University, East Lansing, Michigan, USA in 2014.

subject taught: Data Mining, Big Data Analytics, Topics in Artificial IntelligenceResearch interests: Data Mining, Machine Learning, Artificial Intelligence, Applied Remote Sensing
Scopus: https://www.scopus.com/authid/detail.uri?authorId=55990199600
Sinta: https://sinta.kemdikbud.go.id/authors?q=devi+fitrianah
Google Scholar: https://scholar.google.com/citations?user=lNf2RckAAAAJ&hl=id
Publons: https://www.webofscience.com/wos/author/record/AAA-2092-2021

Research

Pengembangan Sistem Anda-Mantau Sebagai Tools Pendamping Pengelolaan UMKM bagi BSI

Propose Year 2023
Budget Year 2023
Funding Company DIKTI
Researcher(s) Dr. Fredy Purnomo, S.Kom., M.Kom.Retno Dewanti, S.Si., M.M., Ph.DDr. Aditya Kurniawan, S.Kom., MMSI., CND, CEHmasterIndra Prawira, S.P., M.I.Kom., Ph.DDr. Devi Fitrianah, S.Kom, M.T.I.Dr. Nur Afny Catur Andryani, S.Si., M.Sc.

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029/VR.RTT/III/2023

Automatic Determination of Spatial and Temporal Dimension Interval Values in Grid and Density-Based Clustering Algorithms

Propose Year 2023
Budget Year 2023
Funding Company BINUS
Researcher(s) Dr. Rojali, S.Si., M.Si.Wina Permana Sari, S.T., M.Kom.Dr. Devi Fitrianah, S.Kom, M.T.I.Ade Putera Kemala, S.Kom., M.Kom.Muhammad Edo Syahputra, S.T., M.Kom.Silviya Hasana, S.Kom, M.Eng.

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188A/VR.RTT/IX/2022

Pengembangan Riset dan Adopsi Teknologi GeoAI untuk Pemerintah Daerah di Indonesia : Studi Kasus Digital Twin dan Ekonomi Hijau

Propose Year 2022
Budget Year 2022
Funding Company DIKTI
Researcher(s) Dr. Ir. Edy Irwansyah, S.T., M.Si., IPM, ASEAN Eng.Dr. Ir. Alexander Agung Santoso Gunawan, S.Si., M.T., M.Sc., IPM, CIRR, CSASyarifah Diana Permai, S.Si, M.SiFabian Surya Pramudya, S.T., M.T., Ph.D.Dr. Devi Fitrianah, S.Kom, M.T.I.Noviyanti Tri Maretta Sagala, S.TI, M.Sc

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060/VR.RTT/IV/2022

ENHANCING CNN ALGORITHM BASED ON PARAMET

Propose Year 2022
Budget Year 2022
Funding Company BINUS
Researcher(s) Kristien Margi Suryaningrum, S.Kom., M.Cs.Noviyanti Tri Maretta Sagala, S.TI, M.ScDr. Devi Fitrianah, S.Kom, M.T.I.

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Publication

Conference Article

Analyzing Factors for Supporting Early Warning Flood using Clustering Approach

Academic Year 2022
Media Holder The 8th International Conference on Computer Science and Computational Intelligence (ICCSCI 2023)
Media Publisher
author(s) Risma Yulistiani, S.Kom., M.Kom.Dr. Devi Fitrianah, S.Kom, M.T.I.Dr. Ir. Edy Irwansyah, S.T., M.Si., IPM, ASEAN Eng.

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Conference Article

Building 3D Object Model for Tourism in Monas using CityEngine

Academic Year 2022
Media Holder The 8th International Conference on Computer Science and Computational Intelligence (ICCSCI 2023)
Media Publisher
author(s) Heri Ngarianto, S.Kom, M.TIDr. Ir. Edy Irwansyah, S.T., M.Si., IPM, ASEAN Eng.Dr. Devi Fitrianah, S.Kom, M.T.I.

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Conference Article

3D Modelling Building of District Johar Baru Using Arcgis Pro and CityEngine

Academic Year 2022
Media Holder The 8th International Conference on Computer Science and Computational Intelligence (ICCSCI 2023)
Media Publisher
author(s) Bakti Amirul Jabar, S.Si., M.Kom.Dr. Ir. Edy Irwansyah, S.T., M.Si., IPM, ASEAN Eng.Dr. Devi Fitrianah, S.Kom, M.T.I.

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Conference Article

Optimization of economic dispatch using quantum class topper optimization method

Academic Year 2022
Media Holder The 7th International Conference on Computer Science and Computational Intelligence (ICCSCI 2022)
Media Publisher
author(s) Siti Komsiyah, S.Si., M.Si.Dr. Devi Fitrianah, S.Kom, M.T.I.Silviana Rani Hasna Putri

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Conference Article

Big Data for Financial Analysis: Inflation Rate Forecasting using Random Forest

Academic Year 2022
Media Holder 11th International Conference on Information and Communication Technology (ICoICT 2023)
Media Publisher
author(s) Dr. Devi Fitrianah, S.Kom, M.T.I.Dr. Ir. Edy Irwansyah, S.T., M.Si., IPM, ASEAN Eng.I Gede Putra Kusuma Negara, B.Eng., PhD

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Conference Article

Fine-Tuned MobileNetV2 and VGG16 Algorithm for Fish Image Classification

Academic Year 2022
Media Holder 2022 International Conference on Informatics, Multimedia, Cyber, and Information System (ICIMCIS)
Media Publisher
author(s) Dr. Devi Fitrianah, S.Kom, M.T.I.Kristien Margi Suryaningrum, S.Kom., M.Cs.Noviyanti Tri Maretta Sagala, S.TI, M.Sc

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Conference Article

Comparative Study of Pre-Processing Data on Scoliosis Type Classification on X-Ray Image Using CNN Algorithm

Academic Year 2021
Media Holder Computational Methods in Systems and Software 2022 (CoMeSySo)
Media Publisher
author(s) Dr. Devi Fitrianah, S.Kom, M.T.I.

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Journal Article

Improved partitioning technique for density cube-based spatio-temporal clustering method

Academic Year 2021
Media Holder Journal of King Saud University - Computer and Information Sciences
Media Publisher Elsevier Ltd
author(s) Dr. Devi Fitrianah, S.Kom, M.T.I.

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Conference Article

A Data Mining Approach to Determine Prospective Debtor of Unsecured Credit (Case Study : Bank XYZ in Indonesia)

Academic Year 2021
Media Holder The 2nd International Conference on Emerging Technologies and Intelligent Systems (ICETIS 2022)
Media Publisher
author(s) Dr. Devi Fitrianah, S.Kom, M.T.I.

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Conference Article

The Data Analysis of Determining Potential Flood-Prone Areas in DKI Jakarta Using Classification Model Approach

Academic Year 2021
Media Holder International Conference on Applied Science, Technology, and Engineering (ICASTE) 2022
Media Publisher
author(s) Dr. Devi Fitrianah, S.Kom, M.T.I.

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Penyerahan Alat Sensor IMON & Kegiatan Pengabdian Kepada Masyarakat

Peningkatan kapasitas pelaku UMKM dengan memanfaatkan LMS ANDA-MANTAU untuk mempersiapkan UMKM berbasis teknologi.

Community Pondok Pesantren Ammanatul Ummah Mojokerto
Date 26 September 2024
location Pondok pesantren Al- Mahfuz Cottage, Bogor

Teknologi Pembelajaran

Pemanfaatan Software Padlet dalam pembelajaran

Community **Permata Madani Islamic School - Bogor
Date 07 June 2024
location Sekolah Islam Permata Madani, Jl. Cibarengkok, Desa Pengasinan, Kecamatan Gunung Sindur, Kab. Bogor

Teknologi AI

Penerapan teknologi AI dalam pembelajaran

Community **Permata Madani Islamic School - Bogor
Date 01 June 2024
location Sekolah Islam Permata Madani, Jl. Cibarengkok, Desa Pengasinan, Kec. Gunung Sindur, Kab. Bogor

Kuliah Tamu di Universitas Pembangunan Jaya - Tangerang Selatan

Artificial Intelligence: An Indepth analysis of female representation in employability in STEM based on Machine Learning Framework

Community *Perguruan tinggi dan mahasiswa
Date 04 June 2024
location Universitas Pembangunan Jaya, Theatre I. Jl. Cendrawasih Raya, Bintaro Jaya, Ciputat, Tangerang Selatan 15413

Pendampingan UMKM

Pendampingan UMKM di Sulawesi Selatan

Community UMKM Binaan BSI Maslahat
Date 13 November 2023
location Hotel Novotel Makassar Sulawesi Selatan

Pembedayaan UMKM

Pemberdayaan UMKM didaerah

Community UMKM Binaan BSI Maslahat
Date 13 October 2023
location Hotel Sky Kualanamu, Sumatera Utara

Webinar: Penulisan Proposal Hibah

"strategi mudah menyusun proposal hibah pengabdian kepada masyarakat (PKM) Kemendikbudristek"

Community Masyarakat Umum
Date 30 January 2024
location Zoom

KEGIATAN PENDAMPINGAN & TRANSFER TEKNOLOGI

KEGIATAN PENDAMPINGAN & TRANSFER TEKNOLOGI REKACIPTA ANDA-MANTAU

Community Masyarakat Umum
Date 06 October 2023
location Hotel Campago, Bukittinggi, Sumatera Barat

Pembinaan UMKM Desa Purwabakti

Revolusi Digital untuk pengembangan bisnis UMKM: Strategi penggunaan model bussiness yang efektif

Community Desa Purwabakti*
Date 28 July 2023
location onsite Desa Purwabakti

pelatihan Apoteker

Desain media promosi Brosur, Flyer, Poster, Sticker, Label

Community Apoteker
Date 17 June 2023
location zoom

webinar: EKONOMI DIGITAL UNTUK DESA WISATA: " STRATEGI DAN SINERGI PENGUATAN UMKM BERBASIS EKONOMI DIGITAL"

MODERATOR

Community Masyarakat Umum
Date 07 February 2023
location ZOOM

Webinar - SOSIALISASI APLIKASI SMAPHA

peluncuran SMAPHA (Smart Mapping for Public Health Application)

Community Masyarakat Umum
Date 24 November 2022
location zoom

webinar - NUNI

SPATIO - TEMPORAL DATA ESPLORATION FOR BLUE ECONOMY

Community NUNI
Date 01 April 2022
location ZOOM

Pelatihan Penulisan Arikel Ilmiah Kepada Dosen dan Mahasiswa

Community Masyarakat Umum
Date 09 June 2022
location WEBINAR (DARING)

Pelatihan - Fostering Taman Mini Indonesia Indah

Digital Marketing (praktik): Digital Marketing Foundation

Community *Taman Mini Indonesia Indah (TMII)
Date 26 April 2022
location Ruang 723 & 725: Binus Anggrek

Profile & Qualification

Pengembangan Sistem Anda-Mantau Sebagai Tools Pendamping Pengelolaan UMKM bagi BSI

Automatic Determination of Spatial and Temporal Dimension Interval Values in Grid and Density-Based Clustering Algorithms

Pengembangan Riset dan Adopsi Teknologi GeoAI untuk Pemerintah Daerah di Indonesia : Studi Kasus Digital Twin dan Ekonomi Hijau

ENHANCING CNN ALGORITHM BASED ON PARAMET

Analyzing Factors for Supporting Early Warning Flood using Clustering Approach

Building 3D Object Model for Tourism in Monas using CityEngine

3D Modelling Building of District Johar Baru Using Arcgis Pro and CityEngine

Optimization of economic dispatch using quantum class topper optimization method

Big Data for Financial Analysis: Inflation Rate Forecasting using Random Forest

Fine-Tuned MobileNetV2 and VGG16 Algorithm for Fish Image Classification

Comparative Study of Pre-Processing Data on Scoliosis Type Classification on X-Ray Image Using CNN Algorithm

Improved partitioning technique for density cube-based spatio-temporal clustering method

A Data Mining Approach to Determine Prospective Debtor of Unsecured Credit (Case Study : Bank XYZ in Indonesia)

The Data Analysis of Determining Potential Flood-Prone Areas in DKI Jakarta Using Classification Model Approach

Peningkatan kapasitas pelaku UMKM dengan memanfaatkan LMS ANDA-MANTAU untuk mempersiapkan UMKM berbasis teknologi.

Pemanfaatan Software Padlet dalam pembelajaran

Penerapan teknologi AI dalam pembelajaran

Artificial Intelligence: An Indepth analysis of female representation in employability in STEM based on Machine Learning Framework

Pendampingan UMKM di Sulawesi Selatan

Pemberdayaan UMKM didaerah

"strategi mudah menyusun proposal hibah pengabdian kepada masyarakat (PKM) Kemendikbudristek"

KEGIATAN PENDAMPINGAN & TRANSFER TEKNOLOGI REKACIPTA ANDA-MANTAU

Revolusi Digital untuk pengembangan bisnis UMKM: Strategi penggunaan model bussiness yang efektif

Desain media promosi Brosur, Flyer, Poster, Sticker, Label

MODERATOR

peluncuran SMAPHA (Smart Mapping for Public Health Application)

SPATIO - TEMPORAL DATA ESPLORATION FOR BLUE ECONOMY

Pelatihan Penulisan Arikel Ilmiah Kepada Dosen dan Mahasiswa

Digital Marketing (praktik): Digital Marketing Foundation