Email: chastine@if.its.ac.id
Department: D. Teknik Informatika
Faculty: Fakultas Teknologi Elektro dan Informatika Cerdas
Affiliations
D. Teknik Informatika
D. Teknik Komputer
D. Teknik Sipil
D. Teknologi Informasi
D. Sistem Informasi
D. Desain Produk
EXPERT MAP
Publications
CONFERENCES
Scopus
30
JOURNALS
31
29
BOOKS
0
RESEARCHS
38
PATENTS
SOCIAL RESPONSIBILITIES
1.
2011 : Multimodal gesture recognition based on choquet integral
2.
2010 : Gesture recognition using combination of acceleration sensor and images for casual communication between robots and humans
3.
2009 : Skin lesion detection using fuzzy region growing and ABCD feature extraction for melanoma skin cancer diagnosis
2018 : Automatic Leukemia Cell Counting using Iterative Distance Transform for Convex Sets
2018 : Comparison of behavioral similarity use TARs and Naïve algorithm for calculating similarity in business process model
2018 : Fraud detection on event log of bank financial credit business process using Hidden Markov Model algorithm
4.
2018 : Music Emotion Classification based on Lyrics-Audio using Corpus based Emotion
5.
2018 : Rainfall forecasting by using autoregressive integrated moving average, single input and multi input transfer function
6.
2017 : Predictive modeling of the first year evaluation based on demographics data: Case study students of Telkom University, Indonesia
7.
2017 : Alcoholism classification based on EEG data using Independent Component Analysis (ICA), Wavelet de-noising and Probabilistic Neural Network (PNN)
8.
2017 : Feature extraction using statistical moments of wavelet transform for iris recognition
9.
2017 : CBE: Corpus-based of emotion for emotion detection in text document
10.
2017 : Mango leaf image segmentation on HSV and YCbCr color spaces using Otsu thresholding
11.
2017 : Application development for recognizing type of infant's cry sound
12.
2017 : Co-occurrence technique and dictionary based method for Indonesian thesaurus construction
13.
2017 : Determining the number of clusters for nuclei segmentation in breast cancer image
14.
2017 : Inter-departmental research collaboration recommender system based on content filtering in a cold start problem
15.
2017 : Network traffic anomaly prediction using Artificial Neural Network
16.
2017 : Pattern reduction enhanced ant colony optimization clustering algorithm
17.
2016 : A trichotomie technique to separate overlapped nuclei in microscopic cancer images
18.
2016 : K-medoids algorithm on Indonesian Twitter feeds for clustering trending issue as important terms in news summarization
19.
2016 : Nuclei segmentation of microscopic breast cancer image using Gram-Schmidt and cluster validation algorithm
20.
2016 : Quantum hybrid technique for feature selection in classification of cervical cells
21.
2015 : A combined AdaBoost and NEWFM technique for medical data classification
22.
2015 : A commixed modified Gram-Schmidt and region growing mechanism for white blood cell image segmentation
23.
2014 : A new approach for lossless image compression using Reversible Contrast Mapping (RCM)
24.
2014 : Principal component analysis-based neural network with fuzzy membership function for epileptic seizure detection
25.
2013 : Dental classification for periapical radiograph based on multiple fuzzy attribute
26.
2013 : Spline and color representation for batik design modification
27.
2012 : Emotion recognition of violin music based on strings music theory for mascot robot system
28.
2011 : Multimodal gesture recognition for mascot robot system based on Choquet integral using camera and 3D accelerometers fusion
2009 : Hybrid neural network-Monte carlo simulation for stock price index prediction
2019 : A Special Section on Hybrid Intelligent Systems and Applications in Medical Imaging and Health Informatics
2019 : Converting Image into Bas Reliefs Using Image Processing Techniques
2019 : KLASIFIKASI KUALITAS PERANGKAT LUNAK BERDASARKAN ISO/IEC 25010 MENGGUNAKAN AHP DAN FUZZY MAMDANI UNTUK SITUS WEB E-COMMERCE
2019 : Kombinasi Metode Rule-Based dan N-Gram Stemming untuk Mengenali Stemmer Bahasa Bali
2019 : ENHANCING THE PERFORMANCE OF SMOTE ALGORITHM BY USING ATTRIBUTE WEIGHTING SCHEME AND NEW SELECTIVE SAMPLING METHOD FOR IMBALANCED DATA SET
2019 : Ina-BWR: Indonesian bigram word rule for multi-label student complaints
2019 : Total opportunity cost matrix–Minimal total: A new approach to determine initial basic feasible solution of a transportation problem
2018 : Music emotion classification based on lyrics-audio using corpus based emotion
2018 : Automatic leukemia cell counting using iterative distance transform for convex sets
2018 : Multi-class K-support vector nearest neighbor for mango leaf classification
2017 : Average and maximum weights in weighted rotation- and scale-invariant LBP for classification of mango leaves
2017 : A quantum hybrid PSO combined with fuzzy k-NN approach to feature selection and cell classification in cervical cancer detection
2017 : Evidence accumulation clustering with possibilitic fuzzy C-means base clustering approach to disease diagnosis
2017 : Multi-feature fusion using SIFT and LEBP for finger vein recognition
2017 : Vehicle detection on images from satellite using oriented fast and rotated brief
2016 : RANDSHUFF: An algorithm to handle imbalance class for qualitative data
2016 : New lossless compression method using cyclic reversible low contrast mapping (CRLCM)
2016 : A bi-stage technique for segmenting cervical smear images using possibilistic fuzzy c-means and mathematical morphology
2016 : Lossless image compression method using reversible low contrast mapping (RLCM)
2016 : A hybrid fuzzy morphology and connected components labeling methods for vehicle detection and counting system
2016 : Finding the shortest paths among cities in Java Island using node combination based on Dijkstra algorithm
2015 : A hybrid particle swarm optimization and neural network with fuzzy membership function technique for epileptic seizure classification
2015 : Fuzzy feature representation for white blood cell differential counting in acute leukemia diagnosis
2014 : Dental numbering for periapical radiograph based on multiple fuzzy attribute approach
2014 : Overlapping white blood cell segmentation and counting on microscopic blood cell images
2013 : Similarity-based fuzzy classification of ECG and capnogram signals
2012 : Parameter optimization of local fuzzy patterns based on fuzzy contrast measure for white blood cell texture feature extraction
2012 : Multiscale image aggregation for dental radiograph segmentation
29.
2012 : Interest-based ordering for fuzzy morphology on white blood cell image segmentation
30.
2021 : Chastine Fatichah, Pengembangan Aplikasi Deteksi COVID-19 Berbasis Citra Medis Menggunakan Metode Deep Learning
2021 : Chastine Fatichah, Pengembangan Metode Initial Basic Feasible Solution Dengan Menggunakan Pendekatan Heuristik Untuk Mencapai Solusi Optimal Pada Transportation Problem
2021 : Chastine Fatichah, Pruning-Based Oversampling Technique with Smoothed Bootstrap Resampling for Imbalanced Clinical Dataset of Covid-19
2021 : Chastine Fatichah, Teknik Oversampling Berbasis Pruning Dengan Smoothed Bootstrap Resampling Untuk Imbalanced Dataset Klinis Covid-19
2021 : Chastine Fatichah, PENGEMBANGAN METODE IDENTIFIKASI JENIS KELAMIN DAN PENGELOMPOKAN USIA MANUSIA DARI RAMUS MANDIBULA RADIOGRAFI PANORAMIK
2021 : Chastine Fatichah, Fast Deep Learning Segmentation untuk Brain Tumor 3D MRI Image dan Prediksi Keberlangsungan Hidup Penderita
2020 : PREPROCESSED MASK REGION-BASED CONVOLUTIONAL NEURAL NETWORK UNTUK DETEKSI TEMPAT PARKIR MOBIL PADA SISTEM PARKIR CERDAS
2020 : FACIAL INPAINTING MENGGUNAKAN GENERATIVE ADVERSARIAL NETWORK DENGAN MEMPERTAHANKAN KETERKAITAN SPASIAL
2020 : Chastine Fatichah, PENGEMBANGAN METODE OTOMATISASI PENILAIAN SOAL URAIAN BAHASA INDONESIA DENGAN PENDEKATAN TRANSFER LEARNING DEEP NEURAL NETWORK
2020 : Chastine Fatichah, Pengembangan Metode Initial Basic Feasible Solution Dengan Menggunakan Pendekatan Heuristik Untuk Mencapai Solusi Optimal Pada Transportation Problem
2020 : Pembangkitan Data Spam untuk Review Produk berdasarkan Fitur Urutan dan Makna Kata dengan Arsitektur Deep Learning
2020 : Chastine Fatichah, PENGEMBANGAN METODE IDENTIFIKASI JENIS KELAMIN DAN PENGELOMPOKAN USIA MANUSIA DARI RAMUS MANDIBULA RADIOGRAFI PANORAMIK
2020 : Ekstraksi fitur perilaku pada kondisi cold-start untuk penentuan kepakaran berdasarkan domain penelitian
2020 : Chastine Fatichah, Deteksi Kejadian di Perkotaan melalui Crowdsourcing Berbasis Informasi Spasial dan Temporal menggunakan Metode Deep Learning
2020 : Chastine Fatichah, Fast Deep Learning Segmentation untuk Brain Tumor 3D MRI Image dan Prediksi Keberlangsungan Hidup Penderita
2019 : PENGEMBANGAN 3 DIMENSI MANUFAKTUR ADITIF AKURAT BERDASARKAN CITRA MEDIS UNTUK PERENCANAAN BEDAH TENGKORAK KEPALA DAN REKONSTRUKSI TULANG WAJAH
2019 : Pengembangan Electronic-Nose Untuk Deteksi Kemurnian Daging Sapi
2019 : Chastine Fatichah, Deteksi Kejadian di Perkotaan melalui Crowdsourcing Berbasis Informasi Spasial dan Temporal menggunakan Metode Deep Learning
2019 : Pengembangan Framework Data Publikasi Ilmiah untuk Rekomendasi Sitasi Berdasarkan Topik Penelitian
2019 : Chastine Fatichah, Pengenalan Obyek Berbasis Fitur Lokal dan Global dengan Segmentasi menggunakan Fully Convolutional Network
2019 : Sistem Enterprise Tanggap Proses Bisnis (Business Process Aware Enterprise Systems)
2018 : Chastine Fatichah, Deteksi Kejadian di Perkotaan melalui Crowdsourcing Berbasis Informasi Spasial dan Temporal menggunakan Metode Deep Learning
2018 : Pengenalan Wajah pada Data Video untuk Pengawasan Ruangan
2018 : Sistem Cerdas untuk temu kembali Informasi pada Dokumen Berbahasa Arab
2018 : Sistem Enterprise Tanggap Proses Bisnis (Business Process Aware Enterprise Systems)
2018 : Pengembangan Electronic-Nose Untuk Deteksi Kemurnian Daging Sapi
2017 : Deep Learning untuk Temu Kembali Data Citra Berjumlah Besar
2017 : PENGEMBANGAN METODE SELEKSI FITUR DAN KLASIFIKASI PADA DATA TIME SERIES MULTIVARIAT
2016 : Eksplorasi Fitur Tekstur Citra Iris Mata Menggunakan Transformasi Wavelet untuk Identifikasi Personal\n
2016 : SISTEM CERDAS UNTUK TEMU KEMBALI INFORMASI PADA DOKUMEN BERBAHASA ARAB
31.
2016 : ANALISA DAN STUDI KINERJA METODE PREDIKSI ANOMALI LALU LINTAS JARINGAN KOMPUTER
32.
2016 : Chastine Fatichah, Peringkasan Multi Dokumen Berita Berbahasa Indonesia Berdasarkan Trending Issue Data Twitter dengan Deteksi Kejadian Non Trivial Sebagai Pemilihan Kata Kunci
33.
2015 : Penyusunan Instrumen Laboratorium di Jurusan Teknik Informatika untuk Mendukung Implementasi Lab-based Education
34.
2015 : Chastine Fatichah, CellMorph: Aplikasi Analisis Morfologi Sel pada Citra Mikroskopis untuk Deteksi Sel Kanker
35.
2015 : Chastine Fatichah, Peringkasan Multi Dokumen Berita Berbahasa Indonesia Berdasarkan Trending Issue Data Twitter dengan Deteksi Kejadian Non Trivial Sebagai Pemilihan Kata Kunci
36.
2015 : Sistem Manajemen Arus Lalu Lintas Cerdas, Studi Kasus: di Kota Kupang, NTT
37.
2014 : Chastine Fatichah, Penyempurnaan itsBatik : Perangkat Lunak untuk Mendesain Batik
38.
2014 : Sistem Manajemen Arus Lalu Lintas Cerdas, Studi Kasus: di Kota Kupang, NTT\n
2020 : Pengembangan Kapasitas Pengelola Pendidikan dalam Penyusunan Materi Pembelajaran Berbasis Multimedia di Pondok Pesantren Miftahul Ulum Al-Islamy Modung, Bangkalan
2019 : Pengembangan Perangkat Lunak untuk Visualisasi Desain dan Pola Busana sebagai Alat Bantu Pembelajaran Tata Busana bagi Siswa SMK Negeri 8 Surabaya
2019 : Pembuatan Alat Bantu Belajar 3D untuk Siswa Tuna Netra di SMPLB YPAB Surabaya
2018 : Pembuatan Aplikasi Konversi Data Foto ke Pahatan 3D untuk Pengenalan Obyek bagi Penyandang Tuna Netra
2018 : PENGEMBANGAN KAPASITAS PENGELOLA PENDIDIKAN DINIYAH DALAM PENYUSUNAN MATERI PEMBELAJARAN BERBASIS MULTIMEDIA
2017 : Pengembangan Materi Pembelajaran Berbasis Multimedia untuk Guru SD Negeri di Surabaya
2016 : Pelatihan Pembuatan Uji Kompetensi Berbasis Komputer untuk Guru SMP di Surabaya sebagai Persiapan Menghadapi Ujian Nasional Computer Based Test (UN CBT)
2016 : Pelatihan Pembuatan Animasi Bertema Budaya Indonesia untuk Anak Sekolah Menengah di Surabaya Timur
2015 : Workshop Pembuatan Game Interaktif Sebagai Bekal Wirausaha Industri Kreatif Bagi Anak Panti Asuhan Ibnu Sina Surabaya
2021 : Pemanfaatan Teknologi Informasi untuk Peningkatan Ekonomi dan Proses Bisnis UMKM Kopontren Addimyathy Nurul Iman di Labang Bangkalan Madura
