Exploring explainability: a definition, a model, and a knowledge catalogue
L Chazette, W Brunotte, T Speith - 2021 IEEE 29th international …, 2021 - ieeexplore.ieee.org
The growing complexity of software systems and the influence of software-supported
decisions in our society awoke the need for software that is transparent, accountable, and …
decisions in our society awoke the need for software that is transparent, accountable, and …
[HTML][HTML] A review of machine learning algorithms for identification and classification of non-functional requirements
M Binkhonain, L Zhao - Expert Systems with Applications: X, 2019 - Elsevier
Context Recent developments in requirements engineering (RE) methods have seen a
surge in using machine-learning (ML) algorithms to solve some difficult RE problems. One …
surge in using machine-learning (ML) algorithms to solve some difficult RE problems. One …
Machine learning testing: Survey, landscapes and horizons
This paper provides a comprehensive survey of techniques for testing machine learning
systems; Machine Learning Testing (ML testing) research. It covers 144 papers on testing …
systems; Machine Learning Testing (ML testing) research. It covers 144 papers on testing …
Csrnet: Dilated convolutional neural networks for understanding the highly congested scenes
We propose a network for Congested Scene Recognition called CSRNet to provide a data-
driven and deep learning method that can understand highly congested scenes and perform …
driven and deep learning method that can understand highly congested scenes and perform …
Norbert: Transfer learning for requirements classification
Classifying requirements is crucial for automatically handling natural language
requirements. The performance of existing automatic classification approaches diminishes …
requirements. The performance of existing automatic classification approaches diminishes …
Modeling cyber–physical systems
This paper focuses on the challenges of modeling cyber–physical systems (CPSs) that arise
from the intrinsic heterogeneity, concurrency, and sensitivity to timing of such systems. It …
from the intrinsic heterogeneity, concurrency, and sensitivity to timing of such systems. It …
[HTML][HTML] Analyzing the performance of a blockchain-based personal health record implementation
Abstract Background The Personal Health Record (PHR) and Electronic Health Record
(EHR) play a key role in more efficient access to health records by health professionals and …
(EHR) play a key role in more efficient access to health records by health professionals and …
Requirements engineering: a roadmap
B Nuseibeh, S Easterbrook - Proceedings of the Conference on the …, 2000 - dl.acm.org
Requirements Engineering: A Roadmap Page 1 Requirements Engineering: A Roadmap
Bashar Nuseibeh & Steve Easterbrook Key Research Pointers Better modelling and analysis of …
Bashar Nuseibeh & Steve Easterbrook Key Research Pointers Better modelling and analysis of …
Goal-oriented requirements engineering: A guided tour
A Van Lamsweerde - Proceedings fifth ieee international …, 2001 - ieeexplore.ieee.org
Goals capture, at different levels of abstraction, the various objectives the system under
consideration should achieve. Goal-oriented requirements engineering is concerned with …
consideration should achieve. Goal-oriented requirements engineering is concerned with …
Tropos: An agent-oriented software development methodology
Our goal in this paper is to introduce and motivate a methodology, called Tropos, 1 for
building agent oriented software systems. Tropos is based on two key ideas. First, the notion …
building agent oriented software systems. Tropos is based on two key ideas. First, the notion …