Author

Malakit L. Ram

Observed name: Malakit Ram

Institution: Southern Leyte State University

Observed institutions: Southern Leyte State University, Southern Leyte State University-Tomas Oppus Campus

ORCID: 0009-0001-6349-8681

Observed ORCID: 0009-0001-6349-8681

OpenAlex ID: A5113959655

Assessing the Impact of Artificial Intelligence and Machine Learning Tools on Software Development Efficiency in Agile Frameworks: A Structured Evaluation Using Machine Learning Models

2025 · Malakit L. Ram, Jorton A. Tagud, et al. · Journal of Telecommunication Electronic and Computer Engineering (JTEC) · 6

Leveraging Prolog's Declarative Power for Clustering Student Performance in a Timed Quiz

2025 · Malakit Ram, Renee Clint Gortifacion, et al. · International Journal of Multidisciplinary Studies in Higher Education · 2

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A Data-Driven Data Mining Framework Predicting CGPA and Identify At-Risk Students

2025 · Malakit L. Ram, Jessa L. Arcina, et al. · International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA) · 1

YOLO12n-ACOD for Multi-Class Strawberry Ripeness Detection in Smart Agriculture

2026 · Malakit L. Ram, Jannie Fleur V. Oraño, et al. · International Conference on Smart Electronics and Communication (ICOSEC)

Comparative Performance Evaluation of Naïve Bayes and K-Nearest Neighbor Algorithms in Classifying AI-Generated and Human-Authored Content

2026 · Charles Fonzy C. Varquez, Steven N. Epis, et al. · International Conference on Smart Electronics and Communication (ICOSEC)

mram28/Deep-Attention-Based-Autoencoder-with-Extreme-Value-Theory: Version 1.0.0 – Deep Attention-Based Autoencoder with Extreme Value Theory

2026 · Malakit Ram · Zenodo (CERN European Organization for Nuclear Research)

Retinal Disease Classification Using YOLO11n-Cls Deep Learning Model

2026 · Cheryl M. Tarre, Malakit L. Ram, et al. · International Conference on Electrical, Computer and Energy Technologies (ICECET)

Crude Oil Reserves Forecasting Using ARIMA, Exponential Smoothing, Facebook Prophet and Ensemble Models

2026 · Sweet Mercy F. Pacolor, Malakit L. Ram · International Conference on Circuit, Systems and Communication (ICCSC)

Unsupervised Anomaly Detection in IoT Attacks Using Isolation Forest on the Kitsune Dataset

2026 · Malakit L. Ram, Czarina Ancella G. Gabi, et al. · Lecture notes in networks and systems

Optimized Random Forest Classifier for Students Lifestyle Prediction Using Behavioral Data: A Machine Learning Approach

2025 · Malakit L. Ram, Jose C. Agoylo Jr. · Journal of Telecommunication Electronic and Computer Engineering (JTEC)

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Time Series Analysis of Earthquake Activity in Southern Leyte, Philippines: Applications of FB Prophet for Seismic Risk Assessment

2025 · Malakit Ram, Jorton Tagud, et al. · Journal of Computer Sciences and Informatics.

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Works count: 11

Citation count: 9

H-index: 2

I10-index: