Novanto Yudistira

81 papers B 2C 1Misc 1Journal 56Unranked 21

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Comparative Study of Image Processing Techniques for Javanese Ancient Manuscripts Enhancement. IEEE Access Imam Yuadi, Novanto Yudistira, Habiddin Habiddin, Khoirun Nisa'
2025	J	`jnl`	ASVRI-Legal: Fine-Tuning LLMs with Retrieval Augmented Generation for Enhanced Legal Regulation. CoRR One Octadion, Bondan Sapta Prakoso, Nanang Yudi Setiawan, Novanto Yudistira
2025	J	`jnl`	Efficient Object Detection of Marine Debris using Pruned YOLO Model. CoRR Abi Aryaza, Novanto Yudistira, Tibyani
2025	J	`jnl`	High Performance of LSTM on Dengue Shock Syndrome Detection Using DNA Sequence Encoding Methods. Int. J. Online Biomed. Eng. Lailil Muflikhah, Agustin Iskandar, Novanto Yudistira, Bambang Nurdewanto
2025	—	`conf`	IDiffPose: Equilibrium Substitution for Lightweight Diffusion-Graph-Based Pose Estimation. MMAsia Nugroho Wicaksono, Lailil Muflikhah, Novanto Yudistira
2025	J	`jnl`	Input-Adaptive Visual Preprocessing for Efficient Fast Vision-Language Model Inference. CoRR Putu Indah Githa Cahyani, Komang David Dananjaya Suartana, Novanto Yudistira
2025	J	`jnl`	Prompt Conditioned Batik Pattern Generation Using LoRA Weighted Diffusion Model With Classifier-Free Guidance. IEEE Access Rahmatulloh Daffa Izzuddin Wahid, Novanto Yudistira, Candra Dewi, Irawati Nurmala Sari, Dyanningrum Pradhikta, Fatmawati
2025	Misc	`conf`	Supervised Domain Adaptation from Scene Text Recognition for Licence Plate Recognition. MVA Novanto Yudistira, Wahyu Valentino Marasitua
2025	J	`jnl`	Synthesis of batik motifs using a diffusion - generative adversarial network. Multim. Tools Appl. One Octadion, Novanto Yudistira, Diva Kurnianingtyas
2025	J	`jnl`	Towards Adaptive Fusion of Multimodal Deep Networks for Human Action Recognition. CoRR Novanto Yudistira
2025	J	`jnl`	Training-Free Disentangled Text-Guided Image Editing via Sparse Latent Constraints. CoRR Mutiara Shabrina, Nova Kurnia Putri, Jefri Satria Ferdiansyah, Sabita Khansa Dewi, Novanto Yudistira
2025	J	`jnl`	Two-stage CNN with weakly supervised segmentation for skin lesion classification. Multim. Tools Appl. Anggasta Aji Azhari, Novanto Yudistira, Agus Wahyu Widodo, Yasushi Yagi
2025	J	`jnl`	Weighted loss for imbalanced glaucoma detection: Insights from visual explanations. Comput. Biol. Medicine Devin Jaya Nugraha, Novanto Yudistira, Agus Wahyu Widodo
2024	J	`jnl`	AutoCyclic: Deep Learning Optimizer for Time Series Data Prediction. IEEE Access Christian Arthur, Novanto Yudistira, Candra Dewi
2024	J	`jnl`	Detection of AI-Generated Images From Various Generators Using Gated Expert Convolutional Neural Network. IEEE Access R. Ahmad Fattah Saskoro, Novanto Yudistira, Tirana Noor Fatyanosa
2024	J	`jnl`	Efficient CNN for high-resolution remote sensing imagery understanding. Multim. Tools Appl. Kenno B. M. Sinaga, Novanto Yudistira, Edy Santoso
2024	—	`conf`	Gated Self-supervised Learning for Improving Supervised Learning. CAI Erland Hilman Fuadi, Aristo Renaldo Ruslim, Putu Wahyu Kusuma Wardhana, Novanto Yudistira
2024	J	`jnl`	Hybrid of DiffStride and Spectral Pooling in Convolutional Neural Networks. CoRR Sulthan Rafif, Mochamad Arfan Ravy Wahyu Pratama, Mohammad Faris Azhar, Ahmad Mustafidul Ibad, Lailil Muflikhah, Novanto Yudistira
2024	J	`jnl`	Learning-Augmented K-Means Clustering Using Dimensional Reduction. CoRR Issam K. O. Jabari, Shofiyah, Pradiptya Kahvi Sugiharto, Novi Nur Putriwijaya, Novanto Yudistira
2024	J	`jnl`	MAMI: Multi-Attentional Mutual-Information for Long Sequence Neuron Captioning. CoRR Alfirsa Damasyifa Fauzulhaq, Wahyu Parwitayasa, Joseph Ananda Sugihdharma, M. Fadli Ridhani, Novanto Yudistira
2024	J	`jnl`	Multi-Label Risk Prediction Diabetes Complication Using Machine Learning Models. Int. J. Online Biomed. Eng. Nur Rachman Dzakiyullah, Burhanuddin Mohd Aboobaider, Raja Rina Raja Ikram, Novanto Yudistira, Muhammad Rifqi Fauzi, Dwijoko Purbohadi
2024	J	`jnl`	Multicommodity Prices Prediction Using Multivariate Data-Driven Modeling: Indonesia Case. IEEE Trans. Comput. Soc. Syst. Marsellino Prawiro Halim, Novanto Yudistira, Candra Dewi
2024	J	`jnl`	SparseSwin: Swin transformer with sparse transformer block. Neurocomputing Krisna Pinasthika, Blessius Sheldo Putra Laksono, Riyandi Banovbi Putera Irsal, Syifa Hukma Shabiyya, Novanto Yudistira
2024	J	`jnl`	State-of-Health Prediction of Lithium-Ion Batteries Using Exponential Smoothing Transformer With Seasonal and Growth Embedding. IEEE Access Muhammad Rifqi Fauzi, Novanto Yudistira, Wayan Firdaus Mahmudy
2024	—	`conf`	Supervised Virtual-to-Real Domain Adaptation for Object Detection Task using YOLO. CAI Akbar Satya Nugraha, Novanto Yudistira, Bayu Rahayudi
2024	J	`jnl`	Tabular Data Classification and Regression: XGBoost or Deep Learning With Retrieval-Augmented Generation. IEEE Access Jonindo Pasaribu, Novanto Yudistira, Wayan Firdaus Mahmudy
2024	J	`jnl`	Variational Mode Decomposition and Linear Embeddings are What You Need For Time-Series Forecasting. CoRR Hafizh Raihan Kurnia Putra, Novanto Yudistira, Tirana Noor Fatyanosa
2024	J	`jnl`	Violence recognition on videos using two-stream 3D CNN with custom spatiotemporal crop. Multim. Tools Appl. Raka Aditya Pratama, Novanto Yudistira, Fitra Abdurrachman Bachtiar
2023	J	`jnl`	Attention-effective multiple instance learning on weakly stem cell colony segmentation. Intell. Syst. Appl. Novanto Yudistira, Muthu Subash Kavitha, Jeny Rajan, Takio Kurita
2023	J	`jnl`	Gated Self-supervised Learning For Improving Supervised Learning. CoRR Erland Hilman Fuadi, Aristo Renaldo Ruslim, Putu Wahyu Kusuma Wardhana, Novanto Yudistira
2023	—	`conf`	Hybrid of DiffStride and Spectral Pooling in Convolutional Neural Networks. SIET Sulthan Rafif, Mohammad Faris Azhar, Mochamad Arfan Ravy Wahyu Pratama, Ahmad Mustafidul Ibad, Novanto Yudistira, Lailil Muflikhah
2023	J	`jnl`	IndoHerb: Indonesia Medicinal Plants Recognition using Transfer Learning and Deep Learning. CoRR Muhammad Salman Ikrar Musyaffa, Novanto Yudistira, Muhammad Arif Rahman
2023	—	`conf`	Learning-Augmented K-Means Clustering Using Dimensional Reduction. SIET Issam K. O. Jabari, Shofiyah, Pradiptya Kahvi Sugiharto, Novi Nur Putriwijaya, Novanto Yudistira
2023	—	`conf`	MAMI: Multi-Attentional Mutual-Information for Long Sequence Neuron Captioning. SIET Alfirsa Damasyifa Fauzulhaq, Wahyu Parwitayasa, Joseph A. Sugihdharma, M. Fadli Ridhani, Novanto Yudistira
2023	J	`jnl`	Mask usage recognition using vision transformer with transfer learning and data augmentation. Intell. Syst. Appl. Hensel Donato Jahja, Novanto Yudistira, Sutrisno
2023	J	`jnl`	Mixture of Self-Supervised Learning. CoRR Aristo Renaldo Ruslim, Novanto Yudistira, Budi Darma Setiawan
2023	J	`jnl`	Prediction of COVID-19 by Its Variants using Multivariate Data-driven Deep Learning Models. CoRR Akhmad Dimitri Baihaqi, Novanto Yudistira, Edy Santoso
2023	J	`jnl`	Sparse then Prune: Toward Efficient Vision Transformers. CoRR Yogi Prasetyo, Novanto Yudistira, Agus Wahyu Widodo
2023	J	`jnl`	SparseSwin: Swin Transformer with Sparse Transformer Block. CoRR Krisna Pinasthika, Blessius Sheldo Putra Laksono, Riyandi Banovbi Putera Irsal, Syifa Hukma Shabiyya, Novanto Yudistira
2023	J	`jnl`	Supervised Virtual-to-Real Domain Adaptation for Object Detection Task using YOLO. CoRR Akbar Satya Nugraha, Novanto Yudistira, Bayu Rahayudi
2023	J	`jnl`	Synthesis of Batik Motifs using a Diffusion - Generative Adversarial Network. CoRR One Octadion, Novanto Yudistira, Diva Kurnianingtyas
2023	J	`jnl`	Text recognition on images using pre-trained CNN. CoRR Afgani Fajar Rizky, Novanto Yudistira, Edy Santoso
2023	—	`conf`	The Development of Insect Pest Classification Mobile Application from Images via MobileNet. SIET Ahya Zhilalikbar Amin, Fais Al Huda, Novanto Yudistira
2023	—	`conf`	Up Sampling Data in Bagging Tree Classification and Regression Decision Tree Method for Dengue Shock Syndrome Detection. AsiaSim (1) Lailil Muflikhah, Agustin Iskandar, Novanto Yudistira, Bambang Nur Dewanto, Isbat Uzzin Nadhori, Lisa Khoirun Nisa
2022	—	`conf`	A Generative-Based Chatbot for Daily Conversation: A Preliminary Study. SIET Fitra Abdurrachman Bachtiar, Alfirsa Damasyifa Fauzulhaq, Marvel Timothy Raphael Manullang, Fabiansyah Raam Pontoh, Kuncahyo Setyo Nugroho, Novanto Yudistira
2022	J	`jnl`	Attention-effective multiple instance learning on weakly stem cell colony segmentation. CoRR Novanto Yudistira, Muthu Subash Kavitha, Jeny Rajan, Takio Kurita
2022	—	`conf`	COVID-19 Vaccines in Indonesia: A Public Opinion Study Based on Twitter Data Multidimensional Sentiment Analysis. SIET Irvan Wahyu Nurdian, Dinda Ockta Nooryawati, Ivan Yulfrian, Bianca Pingkan Nevista, Novanto Yudistira, Rizal Setya Perdana
2022	—	`conf`	Classification Comparison of Activity Distraction Detection in Car Driving. SIET Fitra Abdurrachman Bachtiar, Ferry Ardianto Rismawan, Erland Hilman Fuadi, Novanto Yudistira, Lailil Muflikhah
2022	J	`jnl`	Classification of Alzheimer's Disease Using the Convolutional Neural Network (CNN) with Transfer Learning and Weighted Loss. CoRR Muhammad Wildan Oktavian, Novanto Yudistira, Achmad Ridok
2022	J	`jnl`	Deep Transformer Model with Pre-Layer Normalization for COVID-19 Growth Prediction. CoRR Rizki Ramadhan Fitra, Novanto Yudistira, Wayan Firdaus Mahmudy
2022	—	`conf`	Explainable AI Prediction of Cooking Oil Prices Over Time. SIET Fachrizal Azzuri, Lazuardy Syahrul Darfiansa, Rahma Syndu Grananta, Ayu Permatasari, Novanto Yudistira
2022	J	`jnl`	Image Colorization using U-Net with Skip Connections and Fusion Layer on Landscape Images. CoRR Muhammad Hisyam Zayd, Novanto Yudistira, Randy Cahya Wihandika
2022	—	`conf`	Indonesian Stock Prices Prediction using Bidirectional Long Short-Term Memory. SIET I Gede Angga Dinata, Novanto Yudistira, Lailil Muflikhah
2022	J	`jnl`	Large scale pest classification using efficient Convolutional Neural Network with augmentation and regularizers. Comput. Electron. Agric. Adhi Setiawan, Novanto Yudistira, Randy Cahya Wihandika
2022	J	`jnl`	Mask Usage Recognition using Vision Transformer with Transfer Learning and Data Augmentation. CoRR Hensel Donato Jahja, Novanto Yudistira, Sutrisno
2022	—	`conf`	Sentiment and Mobility Analysis on COVID-19 Restrictions with Autoencoder. SIET Weldy Sujarmanto, Merpati Vortuna Amerta Nalle, Nurul Maulida, Bayu Chandra Putra, Stevania Hildegardis Bere, Novanto Yudistira
2022	J	`jnl`	Weakly-Supervised Action Localization, and Action Recognition Using Global-Local Attention of 3D CNN. Int. J. Comput. Vis. Novanto Yudistira, Muthu Subash Kavitha, Takio Kurita
2021	—	`conf`	Air Pollution Particulate Matter (PM2.5) Forecasting using Long Short Term Memory Model. SIET Angga Vidianto, Achmad Sindunata, Novanto Yudistira
2021	—	`conf`	BERT Fine-Tuning for Sentiment Analysis on Indonesian Mobile Apps Reviews. SIET Kuncahyo Setyo Nugroho, Anantha Yullian Sukmadewa, Haftittah Wuswilahaken DW, Fitra Abdurrachman Bachtiar, Novanto Yudistira
2021	J	`jnl`	BERT Fine-Tuning for Sentiment Analysis on Indonesian Mobile Apps Reviews. CoRR Kuncahyo Setyo Nugroho, Anantha Yullian Sukmadewa, Haftittah Wuswilahaken DW, Fitra Abdurrachman Bachtiar, Novanto Yudistira
2021	—	`conf`	Convolutional Neural Network with Transfer Learning for Classification of Food Types in Tray Box Images. SIET Gustavo Thiodorus, Yuita Arum Sari, Novanto Yudistira
2021	—	`conf`	Indonesia's Fake News Detection using Transformer Network. SIET Jibran Fawaid, Aisyah Awalina, Rifky Yunus Krisnabayu, Novanto Yudistira
2021	J	`jnl`	Indonesia's Fake News Detection using Transformer Network. CoRR Aisyah Awalina, Jibran Fawaid, Rifky Yunus Krisnabayu, Novanto Yudistira
2021	—	`conf`	Large-Scale News Classification using BERT Language Model: Spark NLP Approach. SIET Kuncahyo Setyo Nugroho, Anantha Yullian Sukmadewa, Novanto Yudistira
2021	J	`jnl`	Large-Scale News Classification using BERT Language Model: Spark NLP Approach. CoRR Kuncahyo Setyo Nugroho, Anantha Yullian Sukmadewa, Novanto Yudistira
2021	J	`jnl`	Learning where to look for COVID-19 growth: Multivariate analysis of COVID-19 cases over time using explainable convolution-LSTM. Appl. Soft Comput. Novanto Yudistira, Sutiman Bambang Sumitro, Alberth Nahas, Nelly Florida Riama
2021	J	`jnl`	Regularizer based on Euler characteristic for retinal blood vessel segmentation. Pattern Recognit. Lett. Lukman Hakim, Muthu Subash Kavitha, Novanto Yudistira, Takio Kurita
2020	J	`jnl`	COVID-19 growth prediction using multivariate long short term memory. CoRR Novanto Yudistira
2020	J	`jnl`	Correlation Net: Spatiotemporal multimodal deep learning for action recognition. Signal Process. Image Commun. Novanto Yudistira, Takio Kurita
2020	J	`jnl`	U-Net with Graph Based Smoothing Regularizer for Small Vessel Segmentation on Fundus Image. CoRR Lukman Hakim, Novanto Yudistira, Muthu Subash Kavitha, Takio Kurita
2020	J	`jnl`	Weakly-Supervised Action Localization and Action Recognition using Global-Local Attention of 3D CNN. CoRR Novanto Yudistira, Muthu Subash Kavitha, Takio Kurita
2019	J	`jnl`	Deep Packet Flow: Action Recognition via Multiresolution Deep Wavelet Packet of Local Dense Optical Flows. J. Signal Process. Syst. Novanto Yudistira, Takio Kurita
2019	C	`conf`	Multi instance learning via deep CNN for multi-class recognition of Alzheimer's disease. IWCIA Muthu Subash Kavitha, Novanto Yudistira, Takio Kurita
2019	—	`conf`	U-Net with Graph Based Smoothing Regularizer for Small Vessel Segmentation on Fundus Image. ICONIP (5) Lukman Hakim, Novanto Yudistira, Muthu Subash Kavitha, Takio Kurita
2018	J	`jnl`	Correlation Net : spatio temporal multimodal deep learning. CoRR Novanto Yudistira, Takio Kurita
2018	J	`jnl`	Evaluation of Feature Detector-Descriptor for Real Object Matching under Various Conditions of Ilumination and Affine Transformation. CoRR Novanto Yudistira, Achmad Ridok, Moch Ali Fauzi
2018	B	`conf`	Texture Segmentation using Siamese Network and Hierarchical Region Merging. ICPR Ryusuke Yamada, Hidenori Ide, Novanto Yudistira, Takio Kurita
2018	J	`jnl`	Web-Based Implementation of Travelling Salesperson Problem Using Genetic Algorithm. CoRR Aryo Pinandito, Novanto Yudistira, Fajar Pradana
2017	J	`jnl`	Gated spatio and temporal convolutional neural network for activity recognition: towards gated multimodal deep learning. EURASIP J. Image Video Process. Novanto Yudistira, Takio Kurita
2017	—	`conf`	Temporal Evolution of Motion Superpixel for Video Classification. CYBCONF Novanto Yudistira, Takio Kurita
2015	B	`conf`	Multiresolution Local Autocorrelation of Optical Flows over Time for Action Recognition. SMC Novanto Yudistira, Takio Kurita