A Machine Learning Approach For Bitcoin Forecasting

Authors: Sossi-Rojas, Stefano, Velarde, Gissel, Zieba, Damian

Source: Eng. Proc. 2023, 39(1), 27

Subject Terms: Computer Science - Machine Learning, Computer Science - Computational Engineering, Finance, and Science

Access URL: http://arxiv.org/abs/2504.18206

An Open-Source and Reproducible Implementation of LSTM and GRU Networks for Time Series Forecasting

Authors: Velarde, Gissel, Branez, Pedro, Bueno, Alejandro, Heredia, Rodrigo, Lopez-Ledezma, Mateo

Source: Eng. Proc. 2022, 18(1), 30

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2504.18185

Tree Boosting Methods for Balanced andImbalanced Classification and their Robustness Over Time in Risk Assessment

Authors: Velarde, Gissel, Weichert, Michael, Deshmunkh, Anuj, Deshmane, Sanjay, Sudhir, Anindya, Sharma, Khushboo, Joshi, Vaibhav

Source: Intelligent Systems with Applications 22 (2024) 200354

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2504.18133

Bypassing Safety Guardrails in LLMs Using Humor

Authors: Cisneros-Velarde, Pedro

Subject Terms: Computer Science - Computation and Language, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2504.06577

Dino Math Legacy: A Configurable Educational Video Game for Personalized Math Learning in Peruvian High Schools

Authors: Lozano, G., Baldeon, J., Velarde, M., Navarro, R.

Source: 2024 IEEE XXXI International Conference on Electronics, Electrical Engineering and Computing (INTERCON) Electronics, Electrical Engineering and Computing (INTERCON), 2024 IEEE XXXI International Conference on. :1-8 Nov, 2024

Relation: 2024 IEEE XXXI International Conference on Electronics, Electrical Engineering and Computing (INTERCON)

Long-Range OFDM (LR-OFDM): Physical Layer Alternative for LPWAN

Authors: Velarde-Montecinos, Romeo C.

Source: 2024 IEEE Latin-American Conference on Communications (LATINCOM) Communications (LATINCOM), 2024 IEEE Latin-American Conference on. :1-5 Nov, 2024

Relation: 2024 IEEE Latin-American Conference on Communications (LATINCOM)

Real-Time Incident Reporting and Emergency Response: A Mobile GPS App for Abuyog, Leyte, Philippines

Authors: Nuevas, Lyra K., Velarde, Johann Luis C., Javellana, John Bryan A., Torlao, John Rory E.

Source: 2024 Seventh International Conference on Vocational Education and Electrical Engineering (ICVEE) Vocational Education and Electrical Engineering (ICVEE), 2024 Seventh International Conference on. :37-43 Oct, 2024

Relation: 2024 Seventh International Conference on Vocational Education and Electrical Engineering (ICVEE)

Low-cost System to Characterize the Movement of the Peruvian Paso Horse by Inertial Analysis

Authors: Auccahuasi, Wilver, Vilela-Velarde, Jorge, Auccahuasi, Aly, Junco-Quijandria, Ismael, Campos-Sobrino, Mariana, Gonzales-Flores, Ana

Source: 2024 2nd International Conference on Self Sustainable Artificial Intelligence Systems (ICSSAS) Self Sustainable Artificial Intelligence Systems (ICSSAS), 2024 2nd International Conference on. :1431-1436 Oct, 2024

Relation: 2024 2nd International Conference on Self Sustainable Artificial Intelligence Systems (ICSSAS)

WIP: Use of a Self-Executing Notebook Based on Matlab's Live Editor for the Development of Autonomous Learning Competency in an Analog Communications Course

Authors: Velarde, Angelo, Segura, Juan-De-Dios

Source: 2024 IEEE Frontiers in Education Conference (FIE) Frontiers in Education Conference (FIE), 2024 IEEE. :1-5 Oct, 2024

Relation: 2024 IEEE Frontiers in Education Conference (FIE)

Improvement of Productivity in SMEs of the Textile Sector through Lean Manufacturing: A Case Study

Authors: Chavez-Mejia, Alejandra, Linares-Velarde, Roxana Grace, Quiroz-Flores, Juan Carlos

Source: 2024 Congreso Internacional de Innovación y Tendencias en Ingeniería (CONIITI) Innovación y Tendencias en Ingeniería (CONIITI), 2024 Congreso Internacional de. :1-6 Oct, 2024

Relation: 2024 Congreso Internacional de Innovación y Tendencias en Ingeniería (CONIITI)

Sixth Generation (6G) Wireless Networks: Vision, Research, Challenges, and Solution

Authors: Alanya-Beltran, Joel, Silva-Cueva, Johan, Velarde-Vela, Luis, Cardenas-Palominio, Frans, Alvarez-Huertas, Frank, Poma-Garcia, Claudia

Source: 2024 7th International Conference on Contemporary Computing and Informatics (IC3I) Contemporary Computing and Informatics (IC3I), 2024 7th International Conference on. 7:362-367 Sep, 2024

Relation: 2024 7th International Conference on Contemporary Computing and Informatics (IC3I)

Optimization for Neural Operators can Benefit from Width

Authors: Cisneros-Velarde, Pedro, Shrimali, Bhavesh, Banerjee, Arindam

Subject Terms: Computer Science - Machine Learning, Mathematics - Optimization and Control

Access URL: http://arxiv.org/abs/2502.00705

Relaxation pathways in X-ray Free Electron Laser heated Iron

Authors: Ansia, Lucas, Velarde, Pedro, Fajardo, Marta, Williams, Gareth

Subject Terms: Physics - Plasma Physics

Access URL: http://arxiv.org/abs/2501.17000

Shake-off in XFEL heated solid density plasma

Authors: Williams, G. O., Ansia, L., Makita, M., Estrela, P., Hussain, M., Preston, T. R., Chalupský, J., Hajkova, V., Burian, T., Nakatsutsumi, M., Kaa, J., Konopkova, Z., Kujala, N., Appel, K., Göde, S., Cerantola, V., Wollenweber, L., Brambrink, E., Baehtz, C., Schwinkendorf, J-P., Vozda, V., Juha, L., Chung, H. -K., Vagovic, P., Scott, H., Velarde, P., Zastrau, U., Fajardo, M.

Subject Terms: Physics - Plasma Physics, Physics - Atomic Physics

Access URL: http://arxiv.org/abs/2501.16970

Compensator-based small animal IMRT enables conformal preclinical dose painting: application to tumor hypoxia

Authors: Slagowski, Jordan M., Pearson, Erik, Tummala, Rajit, Redler, Gage, Velarde, Daniela Olivera, Epel, Boris, Halpern, Howard J., Aydogan, Bulent

Subject Terms: Physics - Medical Physics

Access URL: http://arxiv.org/abs/2501.15684

Assessment of Using Artificial Intelligence Navigational Applications in Metro Manila

Authors: Sedilla, Raymond B., D. Concepcion, Edrick Joseph, Otilla, Glenmar P., M. Lim, Aisaac Job, Velarde, Rojelio C., C. Samonte, Mary Jane

Source: 2024 14th International Conference on Software Technology and Engineering (ICSTE) ICSTE Software Technology and Engineering (ICSTE), 2024 14th International Conference on. :191-197 Aug, 2024

Relation: 2024 14th International Conference on Software Technology and Engineering (ICSTE)

Low-Cost System to Characterize the Biomechanics of the Horse Using Video Analysis

Authors: Auccahuasi, Wilver, Vilela-Velarde, Jorge, Gonzales-Lecaaros, Rosario, Rojas, Karin, Auccahuasi, Aly

Source: 2024 5th International Conference on Electronics and Sustainable Communication Systems (ICESC) Electronics and Sustainable Communication Systems (ICESC), 2024 5th International Conference on. :285-290 Aug, 2024

Relation: 2024 5th International Conference on Electronics and Sustainable Communication Systems (ICESC)

Stochastic Model Predictive Control for Irrigation: Addressing Solar and Rain Uncertainties to Enhance Sustainable Productivity

Authors: Velarde, P., Caceres, G.B., Manzano, J.M.

Source: 2024 European Control Conference (ECC) Control Conference (ECC), 2024 European. :388-393 Jun, 2024

Relation: 2024 European Control Conference (ECC)

Optimal Drug Administration in Cancer Therapy using Stochastic Non-Linear Model Predictive Control

Authors: Hernandez-Rivera, A., Velarde, P., Zafra-Cabeza, A., Maestre, J. M.

Source: 2024 European Control Conference (ECC) Control Conference (ECC), 2024 European. :862-867 Jun, 2024

Relation: 2024 European Control Conference (ECC)

Machine Learning Information Retrieval and Summarisation to Support Systematic Review on Outcomes Based Contracting

Authors: Bilal, Iman Munire, Fang, Zheng, Arana-Catania, Miguel, van Lier, Felix-Anselm, Velarde, Juliana Outes, Bregazzi, Harry, Carter, Eleanor, Airoldi, Mara, Procter, Rob

Subject Terms: Computer Science - Computation and Language, Computer Science - Computers and Society, Computer Science - Digital Libraries, Computer Science - Human-Computer Interaction

Access URL: http://arxiv.org/abs/2412.08578