Melkamu Abay Mersha

Statistics

Publications

Citations

233

H-Index

Active since

2024

Affiliations

University of Colorado Colorado Springs(Current)

Instituto Politécnico Nacional

Can Tho University

Melkamu Abay Mersha is an author at University of Colorado Colorado Springs specializing in human-centered explainable artificial intelligence, explainable artificial intelligence, and intelligent agents.

ORCID

Publications per year

2024–2025

Publications

Explainable artificial intelligence: A survey of needs, techniques, applications, and future direction

Melkamu Abay Mersha, Khang Nhứt Lâm, Joseph Wood et al. · Neurocomputing · 2024 · 163 citations · Full text

Computing, Computer Science, Artificial Intelligence +13

Semantic-Driven Topic Modeling Using Transformer-Based Embeddings and Clustering Algorithms

Melkamu Abay Mersha, Mesay Gemeda Yigezu, Jugal Kalita · Procedia Computer Science · 2024 · 30 citations · Full text

Computing, Computer Science, Computational Linguistics +14

Evaluating the effectiveness of XAI techniques for encoder-based language models

Melkamu Abay Mersha, Mesay Gemeda Yigezu, Jugal Kalita · Knowledge-Based Systems · 2025 · 16 citations · Full text

Computing, Computer Science, Computational Linguistics +11

Explainable AI: XAI-guided context-aware data augmentation

Melkamu Abay Mersha, Mesay Gemeda Yigezu, Atnafu Lambebo Tonja et al. · Expert Systems with Applications · 2025 · 14 citations · Full text

Computing, Computer Science, Artificial Intelligence +10

SMART-vision: survey of modern action recognition techniques in vision

Ali K. AlShami, Ryan Rabinowitz, Khang Nhứt Lâm et al. · Multimedia Tools and Applications · 2024 · 10 citations · Full text

Computing, Vision Science, Computer Vision +11

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