Items where Division is "Computer Science & Electronics Department" and Year is 2023

Adjie, Ansgarius Pangestu and Idham Ananta Timur, Muhammad (2023) Comparison of DQN and DDPG Learning Algorithm for Intelligent Traffic Signal Controller in Semarang Road Network Simulation. In: 11th International Conference on Information and Communication Technology, ICoICT 2023, 23 August 2023through 24 August 2023, Melaka.

Afiyati, Afiyati and Azhari, Azhari and Sari, Anny Kartika (2023) OUT-OF-VOCABULARY HANDLING IN UNSTRUCTURED DATA USING MODIFIED SOUNDEX PHONETIC RULE AND SIMILARITY ALGORITHMS. ICIC Express Letters, 17 (9). pp. 979-987. ISSN 1881803X

Afriza, Wahyu and Riasetiawan, Mardhani and Tyas, Dyah Aruming (2023) Analysis of Synthetic Data Utilization with Generative Adversarial Network in Flood Classification using K-Nearest Neighbor Algorithm. International Journal of Advanced Computer Science and Applications, 14 (12). pp. 678-683. ISSN 2158107X

Andriyani, Widyastuti and Hartati, Sri and Wardoyo, Retantyo and Wibowo, Samekto (2023) A GROUP OF MEDICAL SPECIALIST IN DETERMINING THE PRIORITY OF STROKE PATIENT TREATMENT. ICIC Express Letters, 17 (1). pp. 113-122. ISSN 1881-803X

Andriyani, Widyastuti and Hartati, Sri and Wardoyo, Retantyo and Wibowo, Samekto (2023) A GROUP OF MEDICAL SPECIALIST IN DETERMINING THE PRIORITY OF STROKE PATIENT TREATMENT. ICIC Express Letters, 17 (1). pp. 113-122. ISSN 1881803X

Astuti, Laksmita Widya and Sari, Yunita and Suprapto, Suprapto (2023) Code-Mixed Sentiment Analysis using Transformer for Twitter Social Media Data. INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 14 (10). pp. 498-504.

Aszani, Aszani (2023) Machine Learning for Knowledge Discovery with R: Methodologies for Modeling, Inference, and Prediction. TECHNOMETRICS, 65 (4). pp. 607-609.

Aszani, Aszani and Mulyana, Sri (2023) Model-Based Design of User Story Using Named Entity Recognition (NER). In: Lecture Notes in Networks and Systems, 27 - 28 April 2023, Hua Hin.

Auzan, Muhammad and Lelono, Danang and Dharmawan, Andi (2023) Humanoid Walking Control Using LQR and ANFIS. Journal of Robotics and Control (JRC), 4 (4). pp. 548-556. ISSN 27155056

Budiarsa, Rahmat and Wardoyo, Retantyo and Musdholifah, Aina (2023) Face recognition for occluded face with mask region convolutional neural network and fully convolutional network: a literature review. International Journal of Electrical and Computer Engineering, 13 (5). pp. 5662-5673. ISSN 20888708

Budiyanto, Hanif Mustafa and Sumbodo, Bakhtiar Alldino Ardi (2023) Autonomous quadcopter landing system using monocular camera and fractal marker. In: 7th International Conference on Science and Technology, ICST 2021, 7 September 2021through 8 September 2021, Yogyakarta.

Chrismanto, Antonius Rachmat and Sari, Anny Kartika and Suyanto, Yohanes (2023) Enhancing Spam Comment Detection on Social Media With Emoji Feature and Post-Comment Pairs Approach Using Ensemble Methods of Machine Learning. IEEE Access, 11. pp. 80246-80265. ISSN 21693536

Daffa Izzalhaqqi, Muhammad Yusuf and Wahyono, Wahyono (2023) Gesture Recognition in Indonesian Sign Language Using Hybrid Deep Learning Models. In: 3rd International Workshop on Intelligent Systems, IWIS 2023, 9 - 11 August 2023, Ulsan.

Dharmawan, Andi and Istiyanto, Jazi Eko and Putra, Agfianto Eko and Auzan, Muhammad (2023) LQR Compensated by Fuzzy for Kicking Balance Control of A Humanoid Robot. ICIC Express Letters Part B: Applications, 14 (5). pp. 449-456.

Fahmi, Muhamad and Yudanto, Faturahman and Nazhifah, Naurah and Sari, Yunita and Afiahayati, Afiahayati (2023) Deep Learning Approach for Aspect-Based Sentiment Analysis on Indonesian Hospitals Reviews. In: 2023 8th International Conference on Informatics and Computing, ICIC 2023, 8 - 9 December 2023, Hybrid, Malang.

Fatma, Yulia and Wardoyo, Retantyo and Mukhtar, Harun (2023) An Approach to Cryptography Based on Neural Network Using Image for Public Key Generation. AIP Conference Proceedings.

Fazri, Ilham and Candradewi, Ika (2023) INTEGRATED TRAFFIC VIOLATION TYPE DETECTION AND RECOGNITION SYSTEM USING VIDEO PROCESSING BASED CONVOLUTIONAL NEURAL NETWORK. INTEGRATED TRAFFIC VIOLATION TYPE DETECTION AND RECOGNITION SYSTEM USING VIDEO PROCESSING BASED CONVOLUTIONAL NEURAL NETWORK, 17 (5). pp. 595-604. ISSN 1881803X

Fibriani, Charitas and Ashari, Ahmad and Riasetiawan, Mardhani (2023) CLASSIFICATION ANALYSIS FOR LAND SUITABILITY USING LINKED OPEN DATA. Journal of Theoretical and Applied Information Technology, 101 (13). pp. 5348-5356. ISSN 19928645

Fibriani, Charitas and Ashari, Ahmad and Riasetiawan, Mardhani (2023) Linked Open Spatial Data for Evaluation of Land Suitability. Journal of Theoretical and Applied Information Technology, 101 (6). pp. 2082-2090. ISSN 19928645

Frisky, Aufaclav Zatu Kusuma and Putri, Diyah Utami Kusumaning and Chandramouli, Magesh and Divaldy, Dandy Zicky and Rafsanjani, Remarezi and Dharmawan, Andi and Harjoko, Agus (2023) Low-Cost Dome for Multi-Purpose Digitalization on Small Object. ICIC Express Letters, Part B: Applications, 14 (9). pp. 889-897. ISSN 21852766

Gunawan, Ridowati and Winarko, Edi and Pulungan, Reza (2023) Performance comparison of inertia weight and acceleration coefficients of BPSO in the context of high-utility itemset mining. Evolutionary Intelligence.

Hadhiatma, Agung and Azhari, Azhari and Suyanto, Yohanes (2023) A Scientific Paper Recommendation Framework Based on Multi-Topic Communities and Modified PageRank. IEEE Access, 11. pp. 25303-25317. ISSN 21693536

Hadhiatma, Agung and Azhari, Azhari and Suyanto, Yohanes (2023) A Scientific Paper Recommendation Framework Based on Multi-Topic Communities and Modified PageRank. IEEE ACCESS, 11. pp. 25303-25317. ISSN 2169-3536

Hakim, Farchan Raswa and Wicaksana, Prabowo Yoga and Putri, Wenny Ramadha and Harjoko, Agus and Wang, Jia-Ching (2023) STUA-Net: A Fingerprint Reconstruction with Swin Transformer and Soft Collective Attention. In: 2023 Asia Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2023, 31 October 2023through 3 November 2023, Taipei.

Handayani, Ariesta Martiningtyas and Ashari, Ahmad and Istiyanto, Jazi Eko (2023) A Hover Attitude Control System on A Quad Tilt Wing Unmanned Aerial Vehicle using Linear Quadratic Regulator Method. ICIC Express Letters, Part B: Applications, 14 (2). pp. 211-218. ISSN 21852766

Harjoko, Agus and Tyas, Dyah Aruming and Hartati, Sri and Ratnaningsih, Tri (2023) ERYTHROCYTE CLASSIFICATION USING ALEXNET AND SIMPLE CNN. ICIC Express Letters, 17 (1). pp. 103-111. ISSN 1881-803X

Harjoko, Agus and Tyas, Dyah Aruming and Hartati, Sri and Ratnaningsih, Tri (2023) ERYTHROCYTE CLASSIFICATION USING ALEXNET AND SIMPLE CNN. ICIC Express Letters, 17 (1). pp. 103-111. ISSN 1881803X

Hayaty, Nurul and Permadi, Jaka and Wardoyo, Retantyo and Rathomi, Muhamad Radzi and Nurfalinda, Nurfalinda (2023) Radial basis function neural network approach for asymmetric cryptography. In: 4th International Conference on Applied Engineering, ICAE 2021, 13 October 2021, Online.

Herwanto, Guntur Budi and Ekaputra, Fajar J and Piroi, Florina and Sabou, Marta (2023) Towards A Knowledge Graph-based Exploratory Search for Privacy Engineering. In: 8th International Workshop on the Visualization and Interaction for Ontologies, Linked Data and Knowledge Graphs, VOILA! 2023, 6 November 2023, Athens.

Hidayat, Rahmad and Harjoko, Agus and Musdholifah, Aina (2023) Backpack detection model using multi-scale superpixel and body-part segmentation. International Journal on Smart Sensing and Intelligent Systems, 16 (1). ISSN 11785608

Irmawan, Erwhin and Harjoko, Agus and Dharmawan, Andi (2023) Model, Control, and Realistic Visual 3D Simulation of VTOL Fixed-Wing Transition Flight Considering Ground Effect. Drones, 7 (5). ISSN 2504446X

Kamil, Dea Angelia and Wahyono, Wahyono and Harjoko, Agus (2023) Robust Vehicle Speed Estimation Based on Vision Sensor Using YOLOv5 and DeepSORT. In: Lecture Notes in Networks and Systems, 27 - 28 April 2023, Hua Hin.

Karim, Abdul and Shahroz, Mobeen and Mustofa, Khabib and Belhaouari, Samir Brahim and Joga, S. Ramana Kumar (2023) Phishing Detection System Through Hybrid Machine Learning Based on URL. IEEE Access, 11. pp. 36805-36822. ISSN 21693536

Khasyah, Fitra Rahmani and Santiyuda, Kadek Gemilang and Kaunang, Gabrie and Makhrus, Faizal and Amrizal, Muhammad Alfian and Takizawa, Hiroyuki (2023) An Advantage Actor-Critic Deep Reinforcement Learning Method for Power Management in HPC Systems. In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 7 - 9 December 2022, Sendai.

Kuncaka, Agus and Supardi, Wahyu Tri and Haryadi, Winarto and Suratman, Adhitasari and Priatmoko, Priatmoko (2023) Enhancing the Amino Acid and Reducing the Metal Ions Contents in the Hydrolysate Resulting from Hydrothermal Carbonization of Chicken Feather Waste by Chemical Phosphorylation. INDONESIAN JOURNAL OF CHEMISTRY, 23 (1). pp. 278-284.

Lelono, Danang and Dharmawan, Andi and Nugroho, Gesang and Istiyanto, Jazi Eko (2023) IDENTIFICATION OF FOREST FIRE SMOKE BASED ON ELECTRONIC NOSE USING ARTIFICIAL NEURAL NETWORK. ICIC Express Letters, Part B: Applications, 14 (3). pp. 219-227. ISSN 21852766

Makhrus, F. (2023) THE EFFECT OF AMPLITUDE MODIFICATION IN S-SHAPED ACTIVATION FUNCTIONS ON NEURAL NETWORK REGRESSION. NEURAL NETWORK WORLD, 33 (4). pp. 245-269.

Munawaroh, Munawaroh and Wibowo, I and Ifada, L.M. and Hamdani, H M.A. and Kamaludin, Kamaludin (2023) Implementation of the Green Productivity Strategy in Achieving Food Security through the Role of Education. In: ICE-BEES Conference 2023 on Re-thinking the Dynamization between Environmental Issues and Adaptive Technology for Inclusive Growth, 30 May 2023through 31 May 2023, Semarang City.

Nurwidyantoro, Arif and Shahin, Mojtaba and Chaudron, Michel and Hussain, Waqar and Perera, Harsha and Shams, Rifat Ara and Whittle, Jon (2023) Integrating human values in software development using a human values dashboard. Empirical Software Engineering.

Polly, Yulianto Triwahyuadi and Hartati, Sri and Suprapto, Suprapto and Sumiarto, Bambang (2023) A Novel Approach to Multi-Layer-Perceptron Training using Quadratic Interpolation Flower Pollination Neural Network on Non-Binary Datasets. International Journal of Advanced Computer Science and Applications, 14 (6). pp. 497-504. ISSN 2158107X

Priyambodo, Tri Kuntoro and Majid, Abdul and Shouran, Zaied Saad Salem (2023) Validation of Quad Tail-sitter VTOL UAV Model in Fixed Wing Mode. Journal of Robotics and Control (JRC), 4 (2). pp. 179-191. ISSN 27155056

Puspasari, Fitri and Sismanto, Sismanto and Ashari, Ahmad (2023) Fabrication and experimental study of transformer 400 V with a simple rectifier circuit design. International Journal of Electrical and Computer Engineering, 13 (2). pp. 1320-1328. ISSN 20888708

Rahadiyan, Deffa and Hartati, Sri and Wahyono, Wahyono and Nugroho, Andri Prima (2023) Feature aggregation for nutrient deficiency identification in chili based on machine learning. Artificial Intelligence in Agriculture, 8. pp. 77-90. ISSN 25897217

Rahajoe, Ani Dijah and Winarko, Edi and Guritno, Suryo (2023) Vectorization Method Based on High Correlation for Multivariate Time Series Hybrid Filter Wrapper Feature Selection. ICIC Express Letters, 17 (4). pp. 471-478. ISSN 1881803X

Ramadhan, Faisal and Musdholifah, Aina (2023) Course-based online learning video retrieval system. In: 7th International Conference on Science and Technology, ICST 2021, 7 September 2021through 8 September 2021, Yogyakarta.

Riasetiawan, Mardhani and Anggara, Ferian and Syahra, Vanisa and Ashari, Ahmad and Prastowo, Bambang Nurcahyo and Kusumawardani, Inneke Chyntia and Wahyu, Prabowo (2023) Coal rank data analytic for ASTM and PSDBMP classification. International Journal of Innovative Research and Scientific Studies, 6 (2). pp. 374-380. ISSN 26176548

Riasetiawan, Mardhani and Ashari, Ahmad (2023) A Proposed Framework of Knowledge Management for COVID-19 Mitigation based on Big Data Analytic. Emerging Science Journal, 7 (2). pp. 214-224. ISSN 26109182

Saputra, Ragil and Suprapto, Suprapto and Sihabudin, Agus (2023) Hotspot Identification Through Pick-Up and Drop-Off Analysis of Ride-Hailing Transport Service. International Journal of Advanced Computer Science and Applications, 14 (11). pp. 837-843. ISSN 2158107X

Sari, Yunita and Hastuti, Rochana Prih and Herwanto, Guntur Budi (2023) Using Linguistic and Stylometric Features for Satirical News Detection in Bahasa Indonesia. In: 10th International Conference on Computer, Control, Informatics and its Applications, IC3INA 2023, 4 October 2023through 5 October 2023, Virtual, Online.

Setyawan, Doni and Wardoyo, Retantyo and Wibowo, Moh Edi and Murhandarwati, Elsa Herdiana (2023) Contrast Enhancement of Microscopic Malaria Images using Modified Linear Contrast Stretching with Color Preserving Framework. ICIC Express Letters, 17 (9). pp. 957-965.

Setyoko, Dimas Elang and Wibowo, Moh Edi and Sumiharto, Raden (2023) Key-point based license plate detection using fully convolutional neural networks. In: 7th International Conference on Science and Technology, ICST 2021, 7 - 8 September 2021, Yogyakarta.

Sudarno, Prabowo Wahyu and Ashari, Ahmad and Riasetiawan, Mardhani (2023) Building AHP - Promethee model for deciding level status floods disaster in edge computing. In: 7th International Conference on Science and Technology, ICST 2021, 7 September 2021through 8 September 2021, Yogyakarta.

Suparmaji, Adam and Wahyono, Wahyono (2023) Combination of Convolutional Neural Network and AdaBoost for Breast Cancer Diagnosis. E3S Web of Conferences.

Susilo, Devito and Wahyono, Wahyono (2023) An Analysis of Image Enhancement Effects on Convolutional Neural Network-based Pulmonary Tuberculosis Detection. E3S Web of Conferences.

Syarif, Arry Maulana and Azhari, Azhari and Suprapto, Suprapto and Hastuti, Khafiizh (2023) Gamelan Melody Generation Using LSTM Networks Controlled by Composition Meter Rules and Special Notes. Journal of Advances in Information Technology, 14 (1). pp. 26-38. ISSN 17982340

Taufiq, Umar and Pulungan, Reza and Suyanto, Yohanes (2023) Named entity recognition and dependency parsing for better concept extraction in summary obfuscation detection. Expert Systems With Applications, 217. ISSN 9574174

Timur, Muhammad Idham Ananta and Dharmawan, Andi and Istiyanto, Jazi Eko and Pambudi, Stanislaus Arya Luhur and Tsurayya, Hayfa (2023) A3C and A2C performance comparison in intelligent traffic signal controller using Indonesian traffic rules simulation. In: 7th International Conference on Science and Technology, ICST 2021, 7 - 8 September 2021, Yogyakarta.

Wahyono, Wahyono and Harjoko, Agus and Dharmawan, Andi and Adhinata, Faisal Dharma and Kosala, Gamma and Jo, Kang-Hyun (2023) Loitering Detection Using Spatial-Temporal Information for Intelligent Surveillance Systems on a Vision Sensor. Journal of Sensor and Actuator Networks, 12 (1): 9. ISSN 22242708

Wahyono, Wahyono and Harjoko, Agus and Dharmawan, Andi and Adhinata, Faisal Dharma and Kosala, Gamma and Jo, Kang-Hyun (2023) Loitering Detection Using Spatial-Temporal Information for Intelligent Surveillance Systems on a Vision Sensor. JOURNAL OF SENSOR AND ACTUATOR NETWORKS, 12 (1).

Wahyono, Wahyono and Suprapto, Suprapto and Rezky, Adam and Rokhman, Nur and Jo, Kang-Hyun (2023) Handling Imbalanced Data Using a Cascade Model for Image-Based Human Action Recognition. Journal of Computing Science and Engineering, 17 (4). pp. 207-215. ISSN 19764677

Wibawa, Helmie Arif and Sumiharto, Raden and Harjoko, Agus and Sasongko, Muhammad Bayu (2023) The Methods of Determining Temporal Direction Based on Asymmetric Information of the Optic Disc for Optimal Fovea Detection. Symmetry, 15 (9): 1631. ISSN 20738994

Wibawa, Helmie Arif and Sumiharto, Raden and Harjoko, Agus and Sasongko, Muhammad Bayu (2023) The Methods of Determining Temporal Direction Based on Asymmetric Information of the Optic Disc for Optimal Fovea Detection. SYMMETRY-BASEL, 15 (9).

Wicaksono, Haryo Bimo and Wahyono, Wahyono (2023) Spatio-Temporal Action Verification of Basketball Travelling Dribble Violation Using Mediapipe-YOLO-LSTM Framework. In: 3rd International Workshop on Intelligent Systems, IWIS 2023, 9 August 2023through 11 August 2023, Ulsan.

Widyaningsih, Maura and Priyambodo, Tri Kuntoro and Wibowo, Moh Edi and Kamal, Muhammad (2023) Optimization Contrast Enhancement and Noise Reduction for Semantic Segmentation of Oil Palm Aerial Imagery. International Journal of Intelligent Engineering and Systems, 16 (1). pp. 597-609. ISSN 2185310X