Comparative Study of Linear and Nonlinear Features Used in Imagined Vowels Classification Using a Backpropagation Neural Network Classifier. - Miguel J. Aguila; Harlee Dane V. Basilio; Paul Vincent C. Suarez; Juan Paolo E. Dueñas; Seigfred V. Prado (ICBBB, 2017)

Classification of stress into emotional, mental, physical and no stress using electroencephalogram signal analysis. - Adrian Emiell U. Berbano; Hanz Niccole V. Pengson; Cedric Gerard V. Razon; Kristel Chloe G. Tungcul; Seigfred V. Prado (ICSIPA, 2017)

Evaluation of muscle fatigue degree using surface electromyography and accelerometer signals in fall detection systems. - John Paul Franklyn E. Ocampo; John Angelo T. Dizon; Clarence Vinzcent I. Reyes; John Joseph C. Capitulo; Juncarl Kevin G. Tapang; Seigfred V. Prado (ICSIPA, 2017)

ML-Based Classification of Hamstring Strain Injury from Nonlinear Features of Surface Electromyography Signals. - Gian Angelo A. Calumpang; Mary Chie S. Lazatin; Miguel D. Mendoza; Kristan T. Ruiz; Lanz Miguel A. Vivero; Justine B. Duran; Jazzmine Gale S. Flores; Elaine Nicole S. Bulseco; Reil Vinard S. Espino; Angelito A. Silverio; Seigfred V. Prado; Ma. Belinda C. Fidel; et al. (TENCON, 2024)

Mitigating Drift in Extraction of Joint Angle Measurements from Inertial Measurement Unit (IMU) Data. - Jascha Ramar A. Castillo; Neftali Karl I. De Guzman; Jandre M. Jacinto; Jomel Miles M. Romero; Gabrielle Angelo P. Sales; Jazzmine Gale S. Flores; Justine B. Duran; Elaine Nicole S. Bulseco; Reil Vinard S. Espino; Ma. Belinda C. Fidel; Angelito A. Silverio; Seigfred V. Prado; et al. (TENCON, 2024)

Mitigation of Noise on Surface Electromyography (sEMG) Signals through Signal Filtering Algorithms. - Denisse V. Cunanan; Regina Rose B. Magpantay; James Andrew M. Roxas; John Earl Patrick H. Sandoval; Akira Ryodji P. Tagura; Jazzmine Gale S. Flores; Justine B. Duran; Elaine Nicole S. Bulseco; Reil Vinard S. Espino; Ma. Belinda C. Fidel; Angelito A. Silverio; Seigfred V. Prado; et al. (TENCON, 2024)

Characterizing the Effects of Different Music Genres in Brain Circuit Dynamics of Patients with Depression using Neural Manifold Learning. - Lianna Mae A. Fabay; Nissa Anne Carmellisen M. Cañete; Jiana F. Fabul; Lea Venise L. Peralta; Paul William B. Rombaoa; Mark Melvin Inar L. Taguilaso; Samuel John A. Ocenar; Wally Enrico M. Ingco; Seigfred V. Prado (TENCON, 2024)

Understanding the Effects of Naturalistic Music Listening in Brain Circuit Dynamics using Neural Manifold Learning in Patients with Alzheimer's Disease. - Samuel John A. Ocenar; Lianna Mae A. Fabay; Arielle Lois R. Umali; Jeriel V. Santos; Lance Aron O. Cadiz; Wally Enrico M. Ingco; Seigfred V. Prado (TENCON, 2024)

Hamstring Muscle Activity Characterization Using IMU and sEMG Sensors During Leg Squats. - Samuel Ryan M. Orianza; Bianca M. Dimaano; Joshua James Y. Oliva; Josias Miguel F. Santiago; Mark Kevin G. Torre; Jazzmine Gale S. Flores; Justine B. Duran; Elaine Nicole S. Bulseco; Reil Vinard S. Espino; Ma. Belinda C. Fidel; Angelito A. Silverio; Seigfred V. Prado; et al. (TENCON, 2024)