Prof. Iwan Syarif ,S.Kom., M.Kom., MSc., Ph.D.
Kercerdasaran Artifisial, Data Mining, Jaringan Komputer, Keamanan Jaringan
school
Pendidikan
Tingkat Sarjana
Institut Teknologi Sepuluh Nopember (ITS)
Teknik Komputer
Tingkat Magister
Institut Teknologi Sepuluh Nopember (ITS)
Teknik Informatika
Tingkat Magister
Southampton University, Inggris
Kecerdasan Artifisial (Ilmu Komputer)
Tingkat Doktoral
Southampton University, Inggris
Ilmu Komputer / Informatika
school
Riset dan Publikasi
Publications
SVM parameter optimization using grid search and genetic algorithm to improve classification performance
2016
Penulis pertama :
I Syarif
Publisher :
TELKOMNIKA (Telecommunication Computing Electronics and Control) 14 (4 …, 2016
Publications
Unsupervised clustering approach for network anomaly detection
2012
Penulis pertama :
I Syarif
Publisher :
Networked Digital Technologies: 4th International Conference, NDT 2012 …, 2012
Publications
Application of bagging, boosting and stacking to intrusion detection
2000
Penulis pertama :
I Syarif
Publisher :
Machine Learning and Data Mining in Pattern Recognition: 8th International …, 2012
Publications
Machine learning algorithm for stroke disease classification
2020
Penulis pertama :
T Badriyah
Publisher :
2020 International Conference on Electrical, Communication, and Computer …, 2020
Publications
Faster R-CNN implementation method for multi-fruit detection using tensorflow platform
2018
Penulis pertama :
H Basri
Publisher :
2018 international electronics symposium on knowledge creation and …, 2018
Publications
Nearest neighbour and statistics method based for detecting fraud in auto insurance
2000
Penulis pertama :
T Badriyah
Publisher :
2018 International Conference on Applied Engineering (ICAE), 1-5, 2018
Publications
Sistem Rekomendasi Content Based Filtering Menggunakan Algoritma Apriori
2000
Penulis pertama :
T Badriyah
Publisher :
Konferensi Nasional Sistem Informasi (KNSI) 2018, 2018
Publications
A hybrid recommendation system for E-commerce based on product description and user profile
2017
Penulis pertama :
T Badriyah
Publisher :
2017 Seventh International Conference on Innovative Computing Technology …, 2017
Publications
Recommendation system for property search using content based filtering method
2018
Penulis pertama :
T Badriyah
Publisher :
2018 International conference on information and communications technology …, 2018
Publications
Data mining approaches for network intrusion detection: from dimensionality reduction to misuse and anomaly detection
2012
Penulis pertama :
I Syarif
Publisher :
Journal of Information Technology Review 3 (2), 70-83, 2012
Publications
Sistem akuaponik untuk peternakan lele dan tanaman kangkung hidroponik berbasis IOT dan sistem inferensi fuzzy
2021
Penulis pertama :
F Rozie
Publisher :
Jurnal Teknologi Informasi Dan Ilmu Komputer 8 (1), 157, 2021
Publications
Ant colony algorithm for feature selection on microarray datasets
2016
Penulis pertama :
TM Fahrudin
Publisher :
2016 International Electronics Symposium (IES), 351-356, 2016
Publications
Study on mental disorder detection via social media mining
2019
Penulis pertama :
I Syarif
Publisher :
2019 4th International conference on computing, communications and security …, 2019
Publications
LSTM with adam optimization-powered high accuracy preeclampsia classification
2000
Penulis pertama :
N Sakinah
Publisher :
2019 International Electronics Symposium (IES), 314-319, 2019
Publications
Membangun Sistem Rekomendasi Hotel dengan Content Based Filtering Menggunakan K-Nearest Neighbor dan Haversine Formula
2022
Penulis pertama :
A Muliawan
Publisher :
Technomedia Journal 7 (2 October), 231-247, 2022
Publications
Feature selection of network intrusion data using genetic algorithm and particle swarm optimization
2016
Penulis pertama :
I Syarif
Publisher :
EMITTER International Journal of Engineering Technology 4 (2), 277-290, 2016
Publications
Decision Tree
2003
Penulis pertama :
A Basuki
Publisher :
Surabaya: Politeknik Electronika Negeri Surabaya ITS, 2003
Publications
Design and implementation of intelligent aquaponics monitoring system based on IoT
2020
Penulis pertama :
F Rozie
Publisher :
2020 international electronics symposium (IES), 534-540, 2020
Publications
Development of vulnerable web application based on OWASP API security risks
2021
Penulis pertama :
M Idris
Publisher :
2021 International Electronics Symposium (IES), 190-194, 2021
Publications
Modul Ajar Decision Tree
2003
Penulis pertama :
A Basuki
Publisher :
Surabaya: PENS-ITS 8, 2003
Publications
Health monitoring and early diseases detection on dairy cow based on internet of things and intelligent system
2019
Penulis pertama :
I Syarif
Publisher :
2019 International Electronics Symposium (IES), 183-188, 2019
Publications
Classification algorithms of maternal risk detection for preeclampsia with hypertension during pregnancy using particle swarm optimization
2018
Penulis pertama :
M Tahir
Publisher :
EMITTER International Journal of Engineering Technology 6 (2), 236-253, 2018
Publications
Segmentation stroke objects based on CT scan image using thresholding method
2019
Penulis pertama :
T Badriyah
Publisher :
2019 First International Conference on Smart Technology & Urban Development …, 2019
Publications
Improving stroke diagnosis accuracy using hyperparameter optimized deep learning
2000
Penulis pertama :
T Badriyah
Publisher :
International Journal of Advances in Intelligent Informatics 5 (3), 256, 2019
Publications
Energy efficiency optimization for intermediate node selection using MhSA-LEACH: multi-hop simulated annealing in wireless sensor network
2020
Penulis pertama :
AS Kirsan
Publisher :
EMITTER International Journal of Engineering Technology 8 (1), 1-18, 2020
Publications
Arrhythmia classification using long short-term memory with adaptive learning rate
2018
Penulis pertama :
H Assodiky
Publisher :
EMITTER International Journal of Engineering Technology 6 (1), 75-91, 2018
Publications
Deep learning algorithm for arrhythmia detection
2017
Penulis pertama :
H Assodiky
Publisher :
2017 International Electronics Symposium on Knowledge Creation and …, 2017
Publications
Data mining approach for breast cancer patient recovery
2000
Penulis pertama :
TM Fahrudin
Publisher :
EMITTER International Journal of Engineering Technology 5 (1), 36-71, 2017
Publications
Estimated vehicle fuel calculation based on Google map realtime distance
2019
Penulis pertama :
AA Ningrum
Publisher :
2019 International Electronics Symposium (IES), 354-358, 2019
Publications
Feature selection algorithm using information gain based clustering for supporting the treatment process of breast cancer
2016
Penulis pertama :
MR Mufid
Publisher :
2016 International Conference on Informatics and Computing (ICIC), 6-11, 2016
Publications
Web application security education platform based on OWASP API security project
2022
Penulis pertama :
TM Fahrudin
Publisher :
EMITTER international journal of engineering technology, 246-261, 2022
Publications
Algoritma Deep Learning-LSTM untuk Memprediksi Umur Transformator
2021
Penulis pertama :
M Idris
Publisher :
Jurnal Teknologi Informasi dan Ilmu Komputer (JTIIK) 8 (3), 2021
Publications
Feature selection algorithm for intrusion detection using cuckoo search algorithm
2020
Penulis pertama :
I Syarif
Publisher :
2020 International Electronics Symposium (IES), 430-435, 2020
Publications
Neural networks algorithm to inquire previous preeclampsia factors in women with chronic hypertension during pregnancy in childbirth process
2018
Penulis pertama :
M Tahir
Publisher :
2018 International Electronics Symposium on Knowledge Creation and …, 2018
Publications
The determinant factor of breast cancer on medical oncology using feature selection based clustering
2016
Penulis pertama :
MR Mufid
Publisher :
2016 International Conference on Knowledge Creation and Intelligent …, 2016
Publications
Mental disorder detection via social media mining using deep learning
2020
Penulis pertama :
TM Fahrudin
Publisher :
Kinetik: Game Technology, Information System, Computer Network, Computing …, 2020
Publications
Performance evaluation of PEGASIS protocol for energy efficiency
2018
Penulis pertama :
B Kholifah
Publisher :
2018 International Electronics Symposium on Engineering Technology and …, 2018
Publications
Efficient energy for cluster head selection using new LEACH-based routing protocol in wireless sensor network
2019
Penulis pertama :
AS Kirsan
Publisher :
2019 international electronics symposium (IES), 70-75, 2019
Publications
Pembuatan Alat Bantu Ajar Sistem Pakar dengan Teknik Inferensi Backward Chaining
2012
Penulis pertama :
I Syarif
Publisher :
Surabaya: Balai Pustaka, 2012
Publications
Intelligent system for automatic classification of fruit defect using faster region-based convolutional neural network (faster r-CNN)
2019
Penulis pertama :
H Basri
Publisher :
Jurnal Ilmiah Kursor 10 (1), 2019
Publications
Analisis Kinerja Algoritma Mesin Pembelajaran untuk Klarifikasi Penyakit Stroke Menggunakan Citra CT Scan
2020
Penulis pertama :
N Sakinah
Publisher :
J. Teknol. Inf. dan Ilmu Komput 7 (4), 833, 2020
Publications
Corn pests and diseases prediction using linear regression and natural spline methods
2018
Penulis pertama :
I Syarif
Publisher :
2018 International Conference on Applied Science and Technology (iCAST), 383-387, 2018
Publications
LEACH Partition Topology for Wireless Sensor Network
2000
Penulis pertama :
MUH Al Rasyid
Publisher :
2018 IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW), 1-5, 2018
Publications
Application of naive bayes method for IUGR (Intra Uterine Growth Restriction) diagnosis on the pregnancy
2020
Penulis pertama :
T Badriyah
Publisher :
2020 International Conference on Electrical, Communication, and Computer …, 2020
Publications
Deep learning algorithm for data classification with hyperparameter optimization method
2019
Penulis pertama :
T Badriyah
Publisher :
Journal of Physics: Conference Series 1193 (1), 012033, 2019
Publications
Discovering patterns of NED-breast cancer based on association rules using apriori and FP-growth
2017
Penulis pertama :
TM Fahrudin
Publisher :
2017 International Electronics Symposium on Knowledge Creation and …, 2017
Publications
Dimensionality reduction algorithms on high dimensional datasets
2014
Penulis pertama :
I Syarif
Publisher :
EMITTER International Journal of Engineering Technology 2 (2), 28-38, 2014
Publications
Predicting the risk of preeclampsia with history of hypertension using logistic regression and naive bayes
2018
Penulis pertama :
T Badriyah
Publisher :
2018 International Conference on Applied Science and Technology (iCAST), 399-403, 2018
Publications
Comprehensive review of classification algorithms for high dimensional datasets
2014
Penulis pertama :
I Syarif
Publisher :
University of Southampton, 2014
Publications
Sistem informasi Inventory Barang Pada Apotek Sultan Menggunakan Metode First-in First-out (FIFO)
2019
Penulis pertama :
I Syarif
Publisher :
Jurnal Ilmiah Cendekia Eksakta 4 (2), 0
Publications
An Efficient Framework of Hybrid Recommendation System based on Multi Mode
2020
Penulis pertama :
T Badriyah
Publisher :
2020 International Electronics Symposium (IES), 351-355, 2020
Publications
Botnet detection in network system through hybrid low variance filter, correlation filter and supervised mining process
2018
Penulis pertama :
FA Saputra
Publisher :
2018 Thirteenth International Conference on Digital Information Management …, 2018
Publications
Linked data for air pollution monitoring
2017
Penulis pertama :
MUH Al Rasyid
Publisher :
2017 International Electronics Symposium on Knowledge Creation and …, 2017
Publications
Influence of Logistic Regression Models For Prediction and Analysis of Diabetes Risk Factors
2018
Penulis pertama :
YIR Maulana
Publisher :
EMITTER International Journal of Engineering Technology 6 (1), 151-167, 2018
Publications
Hospital Length of Stay Prediction based on Patient Examination Using General features
2021
Penulis pertama :
R Adawiyah
Publisher :
EMITTER International Journal of Engineering Technology 9 (1), 169-181, 2021
Publications
Rapid Development of m-Health application with the Sprint Design approach and Scrum process: Application Development for e-Prescribing
2018
Penulis pertama :
T Badriyah
Publisher :
2018 International Conference on Applied Science and Technology (iCAST), 336-342, 2018
Publications
Mobile personal health record (mPHR) for Breast Cancer using prediction modeling
2017
Penulis pertama :
T Badriyah
Publisher :
2017 Second International Conference on Informatics and Computing (ICIC), 1-4, 2017
Publications
Feature selection software development using Artificial Bee Colony on DNA microarray data
2000
Penulis pertama :
W Andaru
Publisher :
2017 International Electronics Symposium on Knowledge Creation and …, 2017
Publications
Evaluation of Stratified K-Fold Cross Validation for Predicting Bug Severity in Game Review Classification
2023
Penulis pertama :
MK Mayangsari
Publisher :
Kinetik: Game Technology, Information System, Computer Network, Computing …, 2023
Publications
Klasifikasi Keluhan Masyarakat pada Sosial Media Twitter terhadap Pelayanan Toko Online di Indonesia menggunakan Metode Cosine TF-IDF
2020
Penulis pertama :
I Syarif
Publisher :
Bina Insani ICT Journal 7 (1), 33-42, 2020
Publications
Big data analysis architecture for multi IDS sensors using memory based processor
2017
Penulis pertama :
FA Saputra
Publisher :
2017 International Electronics Symposium on Knowledge Creation and …, 2017
Publications
SEGMENTATION OF LUNG CANCER IMAGE BASED ON CYTOLOGIC EXAMINATION USING THRESHOLDING METHOD
2023
Penulis pertama :
R Widodo
Publisher :
Jurnal Ilmiah Kursor 12 (1), 41-48, 2023
Publications
Development User Interface Hospital Management Information System Based on a Heuristic Evaluation Approach in Surabaya Hospital Medical Services.
2000
Penulis pertama :
A Ali
Publisher :
International Journal on Advanced Science, Engineering & Information …, 2023
Publications
Anomaly detection in wireless body area network using Mahalanobis distance and sequential minimal optimization regression
2021
Penulis pertama :
MUH Al Rasyid
Publisher :
2021 International Seminar on Application for Technology of Information and …, 2021
Publications
Towards a Resilient Server with an external VMI in the Virtualization Environment
2020
Penulis pertama :
AP Utomo
Publisher :
EMITTER International Journal of Engineering Technology 8 (1), 49-66, 2020
Publications
Cluster-Based News Representative Generation with Automatic Incremental Clustering
2019
Penulis pertama :
I Shabirin
Publisher :
EMITTER International Journal of Engineering Technology 7 (2), 467-479, 2019
Publications
Detecting hang on the virtual machine using LibVMI
2000
Penulis pertama :
AP Utomo
Publisher :
2019 International electronics symposium (IES), 618-621, 2019
Publications
Enhanced PEGASIS using Dynamic Programming for Data Gathering in Wireless Sensor Network
2000
Penulis pertama :
MR Mufid
Publisher :
EMITTER International Journal of Engineering Technology 7 (1), 176-199, 2019
Publications
Spatio Temporal with Scalable Automatic Bisecting-Kmeans for Network Security Analysis in Matagaruda Project
2000
Penulis pertama :
M Hisyam
Publisher :
EMITTER International Journal of Engineering Technology 7 (1), 83-104, 2019
Publications
Assessing risk prediction of cervical cancer in mobile personal health records (mphr)
2018
Penulis pertama :
T Badriyah
Publisher :
2018 International Conference on Applied Information Technology and …, 2018
Publications
Development of a Mobile Application for Plant Disease Detection using Parameter Optimization Method in Convolutional Neural Networks Algorithm
2023
Penulis pertama :
A Fauzi
Publisher :
EMITTER International Journal of Engineering Technology 11 (2), 192-213, 2023
Publications
Water Quality Control System Based on Web Application for Monitoring Shrimp Cultivation in Sidoarjo, East Java
2000
Penulis pertama :
A Fariza
Publisher :
GUYUB: Journal of Community Engagement 4 (3), 394-411, 2023
Publications
Detecting Alter Ego Accounts using Social Media Mining
2000
Penulis pertama :
DK Wardani
Publisher :
Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) 7 (3), 602-608, 2023
Publications
Embedded system training based on Arduino to improve software programming knowledge for vocational students
2022
Penulis pertama :
I Winarno
Publisher :
Abdimas: Jurnal Pengabdian Masyarakat Universitas Merdeka Malang 7 (4), 748-758, 2022
Publications
Improving power transformer lifetime prediction using hyperparameter optimization
2000
Penulis pertama :
AA Ningrum
Publisher :
2022 International Electronics Symposium (IES), 455-460, 2022
Publications
A Blockchain System For Digital Sertificate Verification On E-Learning
2021
Penulis pertama :
D Setiowati
Publisher :
Klik-Kumpulan Jurnal Ilmu Komputer 8 (3), 265-278, 2021
Publications
Detection of Lung Cancer Cell Based on Cytological Examination Using Convolutional Neural Network
2020
Penulis pertama :
R Widodo
Publisher :
Klik-Kumpul. J. Ilmu Komput 7 (3), 296, 2020
Publications
Rekomendasi Kendaraan Roda 4 Berdasarkan Tweet Customer Menggunakan Word2Vec
2000
Penulis pertama :
I Syarif
Publisher :
Jurnal Inovtek Polbeng Seri Informatika 5 (1), 58-67, 2020
Publications
Implementasi Algoritma Clustering untuk Efisiensi Energi di Wireless Sensor Network
2019
Penulis pertama :
D Wahyudi
Publisher :
Jurnal Inovtek Polbeng Seri Informatika 4 (2), 168-178, 2019
Publications
Prediction of Length of Stay in Hospital Using Hyperparameter Optimization in the Convolutional Neural Networks Method
2024
Penulis pertama :
MAS Iskandar
Publisher :
2024 International Electronics Symposium (IES), 460-465, 2024
Publications
Interactive Augmented Reality Simulation to Stimulate Children in Learning Robotics Arm Behaviour
2000
Penulis pertama :
H Rante
Publisher :
2024 International Electronics Symposium (IES), 740-746, 2024
Publications
Stroke Disease Classification Using CT Scan Image with Vision Transformer Method
2000
Penulis pertama :
AP Yopiangga
Publisher :
2024 International Electronics Symposium (IES), 436-441, 2024
Publications
Klasifikasi Tumor Otak Menggunakan Convolutional Neural Network
2000
Penulis pertama :
H Fakhri
Publisher :
Jurnal Inovtek Polbeng Seri Informatika 9 (1), 2024
Publications
Development of a Java Library with Bacterial Foraging Optimization for Feature Selection of High-Dimensional Data
2000
Penulis pertama :
T Badriyah
Publisher :
JOIV: International Journal on Informatics Visualization 8 (1), 299-308, 2024
Publications
VGGNet-16 Convolutional Neural Network for Classification Of Stroke Based On CT Scan Images
2000
Penulis pertama :
N Sakinah
Publisher :
International Conference on Applied Science and Technology on Engineering …, 2024
Publications
Penerapan Aplikasi Klasifikasi Hukum Tajwid Menggunakan Image Processing
2000
Penulis pertama :
F Kindarya
Publisher :
El-Mujtama: Jurnal Pengabdian Masyarakat 4 (2), 660–669-660–669, 2024
Publications
Feature Selection Implementation on High-Dimensional Data using Firefly Algorithm
2023
Penulis pertama :
T Badriyah
Publisher :
2023 Eighth International Conference on Informatics and Computing (ICIC), 1-5, 2023
Publications
A Comprehensive Framework for Cold Start Problem in Hybrid Recommendation Systems Extending the Efficient Multi-Mode Approach
2000
Penulis pertama :
T Badriyah
Publisher :
2023 27th International Computer Science and Engineering Conference (ICSEC …, 2023
Publications
Enhanced Architecture of Convolutional Neural Network (CNN) for Intracranial Hemorrhage Prediction from CT-Scan Images
2000
Penulis pertama :
T Badriyah
Publisher :
2023 27th International Computer Science and Engineering Conference (ICSEC …, 2023
Publications
Semantic Information Search with Automatic Ontology Creation in Regulations National Standards for Higher Education in Indonesia
2000
Penulis pertama :
NW Hidayah
Publisher :
Indonesian Journal of Computer Science 12 (3), 2023
Publications
Incremental News Mining Using Evolving Clustering with Functional Operators
2000
Penulis pertama :
AW Hidayah
Publisher :
Indonesian Journal of Computer Science 12 (2), 540-551, 2023
Publications
HOSPITAL LENGTH OF STAY PREDICTION BASED ON PATIENT EXAMINATION USING NEURAL NETWORK
2021
Penulis pertama :
R Adawiyah
Publisher :
KLIK-KUMPULAN JURNAL ILMU KOMPUTER 8 (1), 28-38, 2021
Publications
Optimasi Efisiensi Energi untuk Pemilihan Intermediate Cluster Head menggunakan MI-C LEACH: Multi-hop Inter-Cluster pada Jaringan Sensor Nirkabel
2020
Penulis pertama :
AS Kirsan
Publisher :
Jurnal Inovtek Polbeng Seri Informatika 5 (1), 152-161, 2020
Publications
Building a Recommendation System for Online Shopping Based on Item-Based Collaborative Filtering
2015
Penulis pertama :
T Badriyah
Publisher :
Universitas Muhammadiyah Surakarta, 2015
Publications
False Alert Reduction System using Outlier Detection Methods
2010
Penulis pertama :
I Syarif
Publisher :
UNIVERSITY OF SOUTHAMPTON
Publications
Network alert correlation using outlier detection methods
2000
Penulis pertama :
I Syarif
Publisher :
UNIVERSITY OF SOUTHAMPTON
Publications
Sistem Pendeteksi Intrusi Menggunakan Metode Honeypot
2004
Penulis pertama :
I Syarif
Publisher :
Proceedings Industrial Electronics Seminar (IES) 2004, 344-348, 2004
Publications
PERANCANGAN DAN PEMBUATAN SOFTWARE ADMINISTRASI KEUANGAN AKADEMI KEPERAWATAN LAMONGAN
1999
Penulis pertama :
E Haryanto
Publisher :
Universitas Muhammadiyah Surabaya, 1999
Publications
SISTEM PERSEDIAAN BARANG (PERLENGKAPAN MEDIK) DI RUMAH SAKIT UMUM MUHAMMADIYAH LAMONGAN
1998
Penulis pertama :
D Kristyaningsih
Publisher :
Universitas Muhammadiyah Surabaya, 1998
Publications
ANALISA DAN PERENCANAAN SISTEM INFORMASI PENGINAPAN
2000
Penulis pertama :
Z Rohmman
Publisher :
Universitas Muhammadiyah Surabaya, 1998
Publications
APLIKASI SISTEM PENGOLAHAN SUKU CADANG PESAWAT UDARA DI GUDANG STORE SATUDARMATIM DENGAN MENGGUNAKAN PROGRAM BASIC
2000
Penulis pertama :
R Rohaemin
Publisher :
Universitas Muhammadiyah Surabaya, 1998
Publications
RANCANG BANGUN PEMBUATAN PERANGKAT LUNAK PERSEWAAN MOBIL
2000
Penulis pertama :
T Liswanto
Publisher :
Universitas Muhammadiyah Surabaya, 1998
Publications
PERANCANGAN DAN PEMBUATAN SISTEM PERANGKAT LUNAK SISTEM PERHOTEL PADA FRONT OFFICE DI HOTEL DIBINO DI SURABAYA
2000
Penulis pertama :
AL Broto
Publisher :
Universitas Muhammadiyah Surabaya, 1998
Publications
PERANCANGAN DAN PEMBUATAN PERANGAKAT LUNAK SISTEM ADMINISTRASI KEPEGAWAIAN DI RUMAH SAKIT MUHAMMADIYAH LAMONGAN
2000
Penulis pertama :
LZ Anwar
Publisher :
Universitas Muhammadiyah Surabaya, 1998
Jl. Raya ITS, Keputih, Kec. Sukolilo, Kota SBY, Jawa Timur 60111
Indonesia
(031) 5947280
humas@pens.ac.id