activity
20202026
most citedOn the Use of Deep Learning in Software Defect Prediction

2 citations · 2 across the 4 of their papers we have counts for

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Showing cs.SEShow all

6 papers · 1 filter

cs.SE2026

Domain-Driven Design in Practice: A Large-Scale Empirical Characterisation of the Open-Source Ecosystem

Ozan Özkan, Önder Babur, Mark van den Brand

Context: Domain-Driven Design (DDD) is a leading paradigm for managing software complexity, yet research remains largely theoretical; our prior work found nearly 39% of DDD studies…

cs.SE2023

Domain-Driven Design in Software Development: A Systematic Literature Review on Implementation, Challenges, and Effectiveness

Ozan Özkan, Önder Babur, Mark van den Brand

Context: Domain-Driven Design (DDD) has gained significant attention in software development for its potential to address complex software challenges, particularly in the areas of…

cs.SE20222 cited

On the Use of Deep Learning in Software Defect Prediction

Görkem Giray, Kwabena Ebo Bennin, Ömer Köksal +2

Context: Automated software defect prediction (SDP) methods are increasingly applied, often with the use of machine learning (ML) techniques. Yet, the existing ML-based approaches…

cs.SE2021

Clone-Seeker: Effective Code Clone Search Using Annotations

Muhammad Hammad, Önder Babur, Hamid Abdul Basit +1

Source code search plays an important role in software development, e.g. for exploratory development or opportunistic reuse of existing code from a code base. Often, exploration of…

cs.SE2020

Augmenting Machine Learning with Information Retrieval to Recommend Real Cloned Code Methods for Code Completion

Muhammad Hammad, Önder Babur, Hamid Abdul Basit

Software developers frequently reuse source code from repositories as it saves development time and effort. Code clones accumulated in these repositories hence represent often repe…

cs.SE2020

DeepClone: Modeling Clones to Generate Code Predictions

Muhammad Hammad, Önder Babur, Hamid Abdul Basit +1

Programmers often reuse code from source code repositories to reduce the development effort. Code clones are candidates for reuse in exploratory or rapid development, as they repre…