KEGIATAN PENELITIAN KK INTELLIGENT SYSTEM

Kelompok Keahlian Intelligent Systems memiliki 3 Lab Riset, yaitu :

1. Lab Computing
    Hasil Penelitian Lab. Computing diantaranya adalah

TahunPenulisJudulJournal/Conference
2021Gilang Permadi Khasani and Dade NurjanahCo-authorship Recommendation in Research PublicationICoICT 2021
2021Titi Widaretna, Jimmy Tirtawangsa and Ade RomadhonyIndonesian Hoax Identification on Tweets Using Doc2VecICoICT 2021
2021Farah Afianti, Cahya Asrini, Dedy Rahman WijayaScalable Two-Dimensional Bloom Filter Membership Scheme on Massive Scale Wireless Sensor NetworksInternational Journal of Intelligent Engineering and Systems, Vol.14, No.1, 2021
2020Fakhri Fauzan, Dade Nurjanah, Rita RismalaApriori Association Rule for Course Recommender systemIndonesia Journal on Computing (Indo-JC) 5 (2), 1-16
2020DAP Bhagaskoro, AM BarmawiGrid-based Image Encryption using Code-based CryptographyIndonesia Journal on Computing (Indo-JC) 5 (3), 1-14
2020I Gede Manggala Putra;Dade NurjanahHate Speech Detection In Indonesian Language InstagramInternational Conference on Advanced Computer Science and Information Systems (ICACSIS)
2020Katandawa Alex Kingsley, Ari Moesriami BarmawiImproving data hiding capacity in Code Based Steganography using multiple embeddingJ Inform Hiding Multimedia Signal Processing 11 (1), 14-
2020Edy Santoso, Ari Moesriami BarmawiImproving the Performance of Blockchain Based Digital Contract Using Niederreiter MethodInternational Conference on Information Technology and Computer Communications 2020
2020DR Wijaya, F AfiantiInformation-theoretic ensemble feature selection with multi-stage aggregation for sensor array optimizationIEEE Sensors Journal 21 (1), 476-489
2020AM Barmawi, A MuhammadParaphrasing Method Based on Contextual Synonym SubstitutionJournal of ICT Research and Applications 13, 257-282

2. Lab AI
     Hasil Penelitian Lab. AI diantaranya adalah

TahunPenulisJudulJournal/Conference
2021Dinda Mareta Putriany, Ema Rachmawati, and Febryanti SthevanieIndonesian Ethnicity Recognition Based on Face Image Using Gray Level Co-occurrence Matrix and Color HistogramIOP Conference Series: Materials Science and Engineering, Volume 1077, The 5th International Conference on Information Technology and Digital Applications (ICITDA 2020)
2021Ema Rachmawati, Iping Supriana, Masayu Leylia Khodra, Fauzan FirdausIntegrating Semantic Features in Fruit Recognition Based on Perceptual Color and Semantic TemplateInformation Processing in Agriculture
2021EA Riyanto, T Juninisvianty, DF Nasution, R RisnandarAnalisis Kinerja Algoritma CART dan Naive Bayes Berbasis Particle Swarm Optimization (PSO) untuk Klasifikasi Kelayakan Kredit KoperasiJurnal Teknologi Informasi dan Ilmu Komputer 8 (1), 55-60
2021Ending Indramaya, Suyanto SuyantoComparative Study of Recent Swarm Algorithms for Continuous OptimizationProcedia Computer Science 179, 685-695
2021Shindy Trimaria Laxmi, Rita Rismala and Hani NurrahmiCyberbullying Detection on Indonesian Twitter using Doc2Vec and Convolutional Neural NetworkICoICT 2021
2021Firhan Maulana Rusli, Rita Rismala and Hani NurrahmiEmotion Classification on Indonesian Twitter Using Convolutional Neural Network (CNN)ICoICT 2021
2021Hasna Haifa Zahrah, Siti Sa’adah, Rita RismalaForeign Exchange Rate Prediction Using Long-Short Term Memory: A Case Study in COVID-19 PandemicINTERNATIONAL JOURNAL ON INFORMATION AND COMMUNICATION TECHNOLOGY (IJOICT)
2021UN Wisesty, F Sthevanie, R RismalaMomentum Backpropagation Optimization for Cancer Detection Based on DNA Microarray DataInternational Journal of Artificial Intelligence Research 4 (2), 127-134
2021Suyanto Suyanto, Andi Sunyoto, Rezza Nafi Ismail, Ema Rachmawati, Warih MaharaniStemmer and Phonotactic Rules to Improve n-Gram Tagger-Based Indonesian PhonemicizationJournal of King Saud University-Computer and Information Sciences
2021Ahmad Muammar Fanani, Suyanto SuyantoSyllabification Model of Indonesian Language Named-Entity Using Syntactic n-GramProcedia Computer Science 179, 721-727

3. Lab. Multimedia
    Hasil Penelitian Lab. Multimedia diantaranya adalah

TahunPenulisJudulJournal/Conference
2021Bedy Purnama, Mera Kartika Delimayanti, Kunti Robiatul Mahmudah, Fatma Indriani, Mamoru Kubo, Kenji SatouThe Enrichment of Texture Information to Improve Optical Flow for Silhouette ImageInternational Journal of Advanced Computer Science and Applications(IJACSA), Volume 12 Issue 2, 2021
2021Muhammad Mukhtar, Wikky Fawwaz Al Maki and Ade RomadhonySentiment Analysis on Marketplace Review using Hybrid Lexicon and SVM MethodICoICT 2021
2021UN Wisesty, F Sthevanie, R RismalaMomentum Backpropagation Optimization for Cancer Detection Based on DNA Microarray DataInternational Journal of Artificial Intelligence Research 4 (2), 127-134
2021Rizal Kusuma Putra, Ema Rachmawati, Febryanti SthevanieVision-Based Employee Activity ClassificationICoICT 2021
2020KN Ramadhani, R MunirA Comparative Study of Deepfake Video Detection Method2020 3rd International Conference on Information and Communications Technology (ICOIACT)
2020Made Raharja Surya Mahadi; Anditya Arifianto; Kurniawan Nur RamadhaniAdaptive Attention Generation for Indonesian Image Captioning2020 8th International Conference on Information and Communication Technology (ICoICT)
2020S Suyanto, KN Ramadhani, S Mandala, A KurniawanAutomatic Segmented-Syllable and Deep Learning-Based Indonesian Audiovisual Speech Recognition2020 6th International Conference on Interactive Digital Media (ICIDM), 1-4
2020Ema Rachmawati, Jondri Jondri, Kurniawan Nur Ramadhani, Achmad Hussein Sundawa Kartamihardja, Arifudin Achmad, Rini ShintawatiAutomatic Whole-Body Bone Scan Image Segmentation based on Constrained Local ModelBulletin of Electrical Engineering and Informatics 9 (6), 2526-2537
2020Mera Kartika Delimayanti, Bedy Purnama, Ngoc Giang Nguyen, Mohammad Reza Faisal, Kunti Robiatul Mahmudah, Fatma Indriani, Mamoru Kubo, Kenji SatouClassification of Brainwaves for Sleep Stages by High-Dimensional FFT Features from EEG SignalsApplied Sciences 10 (5), 1797
2020M Farrell, KN Ramadhani, S SuyantoCombined Firefly Algorithm-Random Forest to Classify Autistic Spectrum Disorders2020 3rd International Seminar on Research of Information Technology and Intelligent Systems (ISRITI)