KEGIATAN PENELITIAN KK INTELLIGENT SYSTEM
Kelompok Keahlian Intelligent Systems memiliki 3 Lab Riset, yaitu :
1. Lab Computing
Hasil Penelitian Lab. Computing diantaranya adalah
Tahun | Penulis | Judul | Journal/Conference |
2021 | Gilang Permadi Khasani and Dade Nurjanah | Co-authorship Recommendation in Research Publication | ICoICT 2021 |
2021 | Titi Widaretna, Jimmy Tirtawangsa and Ade Romadhony | Indonesian Hoax Identification on Tweets Using Doc2Vec | ICoICT 2021 |
2021 | Farah Afianti, Cahya Asrini, Dedy Rahman Wijaya | Scalable Two-Dimensional Bloom Filter Membership Scheme on Massive Scale Wireless Sensor Networks | International Journal of Intelligent Engineering and Systems, Vol.14, No.1, 2021 |
2020 | Fakhri Fauzan, Dade Nurjanah, Rita Rismala | Apriori Association Rule for Course Recommender system | Indonesia Journal on Computing (Indo-JC) 5 (2), 1-16 |
2020 | DAP Bhagaskoro, AM Barmawi | Grid-based Image Encryption using Code-based Cryptography | Indonesia Journal on Computing (Indo-JC) 5 (3), 1-14 |
2020 | I Gede Manggala Putra;Dade Nurjanah | Hate Speech Detection In Indonesian Language Instagram | International Conference on Advanced Computer Science and Information Systems (ICACSIS) |
2020 | Katandawa Alex Kingsley, Ari Moesriami Barmawi | Improving data hiding capacity in Code Based Steganography using multiple embedding | J Inform Hiding Multimedia Signal Processing 11 (1), 14- |
2020 | Edy Santoso, Ari Moesriami Barmawi | Improving the Performance of Blockchain Based Digital Contract Using Niederreiter Method | International Conference on Information Technology and Computer Communications 2020 |
2020 | DR Wijaya, F Afianti | Information-theoretic ensemble feature selection with multi-stage aggregation for sensor array optimization | IEEE Sensors Journal 21 (1), 476-489 |
2020 | AM Barmawi, A Muhammad | Paraphrasing Method Based on Contextual Synonym Substitution | Journal of ICT Research and Applications 13, 257-282 |
2. Lab AI
Hasil Penelitian Lab. AI diantaranya adalah
Tahun | Penulis | Judul | Journal/Conference |
2021 | Dinda Mareta Putriany, Ema Rachmawati, and Febryanti Sthevanie | Indonesian Ethnicity Recognition Based on Face Image Using Gray Level Co-occurrence Matrix and Color Histogram | IOP Conference Series: Materials Science and Engineering, Volume 1077, The 5th International Conference on Information Technology and Digital Applications (ICITDA 2020) |
2021 | Ema Rachmawati, Iping Supriana, Masayu Leylia Khodra, Fauzan Firdaus | Integrating Semantic Features in Fruit Recognition Based on Perceptual Color and Semantic Template | Information Processing in Agriculture |
2021 | EA Riyanto, T Juninisvianty, DF Nasution, R Risnandar | Analisis Kinerja Algoritma CART dan Naive Bayes Berbasis Particle Swarm Optimization (PSO) untuk Klasifikasi Kelayakan Kredit Koperasi | Jurnal Teknologi Informasi dan Ilmu Komputer 8 (1), 55-60 |
2021 | Ending Indramaya, Suyanto Suyanto | Comparative Study of Recent Swarm Algorithms for Continuous Optimization | Procedia Computer Science 179, 685-695 |
2021 | Shindy Trimaria Laxmi, Rita Rismala and Hani Nurrahmi | Cyberbullying Detection on Indonesian Twitter using Doc2Vec and Convolutional Neural Network | ICoICT 2021 |
2021 | Firhan Maulana Rusli, Rita Rismala and Hani Nurrahmi | Emotion Classification on Indonesian Twitter Using Convolutional Neural Network (CNN) | ICoICT 2021 |
2021 | Hasna Haifa Zahrah, Siti Sa’adah, Rita Rismala | Foreign Exchange Rate Prediction Using Long-Short Term Memory: A Case Study in COVID-19 Pandemic | INTERNATIONAL JOURNAL ON INFORMATION AND COMMUNICATION TECHNOLOGY (IJOICT) |
2021 | UN Wisesty, F Sthevanie, R Rismala | Momentum Backpropagation Optimization for Cancer Detection Based on DNA Microarray Data | International Journal of Artificial Intelligence Research 4 (2), 127-134 |
2021 | Suyanto Suyanto, Andi Sunyoto, Rezza Nafi Ismail, Ema Rachmawati, Warih Maharani | Stemmer and Phonotactic Rules to Improve n-Gram Tagger-Based Indonesian Phonemicization | Journal of King Saud University-Computer and Information Sciences |
2021 | Ahmad Muammar Fanani, Suyanto Suyanto | Syllabification Model of Indonesian Language Named-Entity Using Syntactic n-Gram | Procedia Computer Science 179, 721-727 |
3. Lab. Multimedia
Hasil Penelitian Lab. Multimedia diantaranya adalah
Tahun | Penulis | Judul | Journal/Conference |
2021 | Bedy Purnama, Mera Kartika Delimayanti, Kunti Robiatul Mahmudah, Fatma Indriani, Mamoru Kubo, Kenji Satou | The Enrichment of Texture Information to Improve Optical Flow for Silhouette Image | International Journal of Advanced Computer Science and Applications(IJACSA), Volume 12 Issue 2, 2021 |
2021 | Muhammad Mukhtar, Wikky Fawwaz Al Maki and Ade Romadhony | Sentiment Analysis on Marketplace Review using Hybrid Lexicon and SVM Method | ICoICT 2021 |
2021 | UN Wisesty, F Sthevanie, R Rismala | Momentum Backpropagation Optimization for Cancer Detection Based on DNA Microarray Data | International Journal of Artificial Intelligence Research 4 (2), 127-134 |
2021 | Rizal Kusuma Putra, Ema Rachmawati, Febryanti Sthevanie | Vision-Based Employee Activity Classification | ICoICT 2021 |
2020 | KN Ramadhani, R Munir | A Comparative Study of Deepfake Video Detection Method | 2020 3rd International Conference on Information and Communications Technology (ICOIACT) |
2020 | Made Raharja Surya Mahadi; Anditya Arifianto; Kurniawan Nur Ramadhani | Adaptive Attention Generation for Indonesian Image Captioning | 2020 8th International Conference on Information and Communication Technology (ICoICT) |
2020 | S Suyanto, KN Ramadhani, S Mandala, A Kurniawan | Automatic Segmented-Syllable and Deep Learning-Based Indonesian Audiovisual Speech Recognition | 2020 6th International Conference on Interactive Digital Media (ICIDM), 1-4 |
2020 | Ema Rachmawati, Jondri Jondri, Kurniawan Nur Ramadhani, Achmad Hussein Sundawa Kartamihardja, Arifudin Achmad, Rini Shintawati | Automatic Whole-Body Bone Scan Image Segmentation based on Constrained Local Model | Bulletin of Electrical Engineering and Informatics 9 (6), 2526-2537 |
2020 | Mera Kartika Delimayanti, Bedy Purnama, Ngoc Giang Nguyen, Mohammad Reza Faisal, Kunti Robiatul Mahmudah, Fatma Indriani, Mamoru Kubo, Kenji Satou | Classification of Brainwaves for Sleep Stages by High-Dimensional FFT Features from EEG Signals | Applied Sciences 10 (5), 1797 |
2020 | M Farrell, KN Ramadhani, S Suyanto | Combined Firefly Algorithm-Random Forest to Classify Autistic Spectrum Disorders | 2020 3rd International Seminar on Research of Information Technology and Intelligent Systems (ISRITI) |