Zahra Shakeri Hossein Abad

Orcid: 0000-0003-4519-864X

According to our database1, Zahra Shakeri Hossein Abad authored at least 46 papers between 2010 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Foundation metrics for evaluating effectiveness of healthcare conversations powered by generative AI.
npj Digit. Medicine, 2024

Clustering Sequence Data with Mixture Markov Chains with Covariates Using Multiple Simplex Constrained Optimization Routine (MSiCOR).
J. Comput. Graph. Stat., 2024

2023
Evaluating progress in automatic chest X-ray radiology report generation.
Patterns, September, 2023

The ecological determinants of severe dengue: A Bayesian inferential model.
Ecol. Informatics, May, 2023

Informative missingness: What can we learn from patterns in missing laboratory data in the electronic health record?
J. Biomed. Informatics, March, 2023

Predicting patient decompensation from continuous physiologic monitoring in the emergency department.
npj Digit. Medicine, 2023

Foundation Metrics: Quantifying Effectiveness of Healthcare Conversations powered by Generative AI.
CoRR, 2023

Unlocking the Power of EHRs: Harnessing Unstructured Data for Machine Learning-based Outcome Predictions.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022
International electronic health record-derived post-acute sequelae profiles of COVID-19 patients.
npj Digit. Medicine, 2022

International comparisons of laboratory values from the 4CE collaborative to predict COVID-19 mortality.
npj Digit. Medicine, 2022

Reinforcement learning in urban network traffic signal control: A systematic literature review.
Expert Syst. Appl., 2022

Detecting Use Case Scenarios in Requirements Artifacts: A Deep Learning Approach.
Proceedings of the Advances and Trends in Artificial Intelligence. Theory and Practices in Artificial Intelligence, 2022

2021
Predicting Discharge Destination of Critically Ill Patients Using Machine Learning.
IEEE J. Biomed. Health Informatics, 2021

Digital public health surveillance: a systematic scoping review.
npj Digit. Medicine, 2021

Generating Sequence Diagram from Natural Language Requirements.
Proceedings of the 29th IEEE International Requirements Engineering Conference Workshops, 2021

Detection of Asynchronous Concatenation Emergent Behaviour in Multi-Agent Systems.
Proceedings of the Agents and Multi-Agent Systems: Technologies and Applications 2021, 2021

Important Features Identification for Prostate Cancer Patients Stratification Using Isolation Forest and Interactive Clustering Method.
Proceedings of the 22nd IEEE International Conference on Information Reuse and Integration for Data Science, 2021

Exploring Features Contributing to the Early Prediction of Sepsis Using Machine Learning.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Detecting Uncertainty of Mortality Prediction Using Confident Learning.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020
Detecting Emergent Behavior in Scenario-Based Specifications using a Probabilistic Model.
Proceedings of the 10th IEEE International Model-Driven Requirements Engineering, 2020

Novel Feature Selection for Artificial Intelligence Using Item Response Theory for Mortality Prediction.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Evaluation of Machine Learning-based Patient Outcome Prediction Using Patient-specific Difficulty and Discrimination Indices.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019
Detecting emergent behaviors and implied scenarios in scenario-based specifications: a machine learning approach.
Proceedings of the 11th International Workshop on Modelling in Software Engineerings, 2019

Supporting analysts by dynamic extraction and classification of requirements-related knowledge.
Proceedings of the 41st International Conference on Software Engineering, 2019

How much authenticity can be achieved in software engineering project based courses?
Proceedings of the 41st International Conference on Software Engineering: Software Engineering Education and Training, 2019

2018
Managing Multitasking in Software Development Tasks Using Visual Analytics and Machine Learning.
PhD thesis, 2018

Dynamic Visual Analytics for Elicitation Meetings with ELICA.
Proceedings of the 26th IEEE International Requirements Engineering Conference, 2018

Loud and Interactive Paper Prototyping in Requirements Elicitation: What is it Good for?
Proceedings of the 7th IEEE International Workshop on Empirical Requirements Engineering, 2018

ELICA: An Automated Tool for Dynamic Extraction of Requirements Relevant Information.
Proceedings of the 5th International Workshop on Artificial Intelligence for Requirements Engineering, 2018

Two Sides of the Same Coin: Software Developers' Perceptions of Task Switching and Task Interruption.
Proceedings of the 22nd International Conference on Evaluation and Assessment in Software Engineering, 2018

Task Interruption in Software Development Projects: What Makes some Interruptions More Disruptive than Others?
Proceedings of the 22nd International Conference on Evaluation and Assessment in Software Engineering, 2018

2017
Let's Hear it from RETTA: A Requirements Elicitation Tool for TrAffic Management Systems.
Proceedings of the 25th IEEE International Requirements Engineering Conference, 2017

Choosing Requirements for Experimentation with User Interfaces of Requirements Modeling Tools.
Proceedings of the 25th IEEE International Requirements Engineering Conference, 2017

A Visual Narrative Path from Switching to Resuming a Requirements Engineering Task.
Proceedings of the 25th IEEE International Requirements Engineering Conference, 2017

Learn More, Pay Less! Lessons Learned from Applying the Wizard-of-Oz Technique for Exploring Mobile App Requirements.
Proceedings of the IEEE 25th International Requirements Engineering Conference Workshops, 2017

Task Interruptions in Requirements Engineering: Reality Versus Perceptions!
Proceedings of the 25th IEEE International Requirements Engineering Conference, 2017

What Works Better? A Study of Classifying Requirements.
Proceedings of the 25th IEEE International Requirements Engineering Conference, 2017

Understanding Task Interruptions in Service Oriented Software Development Projects: An Exploratory Study.
Proceedings of the 4th IEEE/ACM International Workshop on Software Engineering Research and Industrial Practice, 2017

2016
What are Practitioners Asking about Requirements Engineering? An Exploratory Analysis of Social Q&A Sites.
Proceedings of the 24th IEEE International Requirements Engineering Conference, 2016

Requirements Engineering Visualization: A Systematic Literature Review.
Proceedings of the 24th IEEE International Requirements Engineering Conference, 2016

Understanding the impact of technical debt in coding and testing: an exploratory case study.
Proceedings of the 3rd International Workshop on Software Engineering Research and Industrial Practice, 2016

2015
Using real options to manage Technical Debt in Requirements Engineering.
Proceedings of the 23rd IEEE International Requirements Engineering Conference, 2015

2014
Multi Surface Interactions with Geospatial Data: A Systematic Review.
Proceedings of the Ninth ACM International Conference on Interactive Tabletops and Surfaces, 2014

2013
Agile Testing: A Systematic Mapping across Three Conferences: Understanding Agile Testing in the XP/Agile Universe, Agile, and XP Conferences.
Proceedings of the 2013 Agile Conference, 2013

2012
Enhancing Tool Support for Situational Engineering of Agile Methodologies in Eclipse.
Proceedings of the Software Engineering Research, 2012

2010
Towards Tool Support for Situational Engineering of Agile Methodologies.
Proceedings of the 17th Asia Pacific Software Engineering Conference, 2010


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