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05/14/2023
Automatic Generation of Attention Rules For Containment of Machine Learning Model Errors
Machine learning (ML) solutions are prevalent in many applications. Howe...
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03/03/2023
Convex Bounds on the Softmax Function with Applications to Robustness Verification
The softmax function is a ubiquitous component at the output of neural n...
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02/07/2023
Quality Engineering for Agile and DevOps on the Cloud and Edge
Today's software projects include enhancements, fixes, and patches need ...
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11/29/2022
Measuring the Measuring Tools: An Automatic Evaluation of Semantic Metrics for Text Corpora
The ability to compare the semantic similarity between text corpora is i...
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07/26/2022
Random Test Generation of Application Programming Interfaces
Cloud high quality API (Application Programming Interface) testing is es...
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07/14/2022
Using Fuzzy Matching of Queries to optimize Database workloads
Directed Acyclic Graphs (DAGs) are commonly used in Databases and Big Da...
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04/27/2022
High-quality Conversational Systems
Conversational systems or chatbots are an example of AI-Infused Applicat...
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01/03/2022
Combinatorial Sequence Testing Using Behavioral Programming and Generalized Coverage Criteria
This paper tackles three main issues regarding test design: (1) it propo...
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01/02/2022
Experiment Based Crafting and Analyzing of Machine Learning Solutions
The crafting of machine learning (ML) based systems requires statistical...
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10/24/2021
Detecting model drift using polynomial relations
Machine learning (ML) models serve critical functions, such as classifyi...
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10/11/2021
Density-based interpretable hypercube region partitioning for mixed numeric and categorical data
Consider a structured dataset of features, such as {SEX, INCOME, RACE, E...
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09/06/2021
Towards API Testing Across Cloud and Edge
API economy is driving the digital transformation of business applicatio...
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05/04/2021
Broadly Applicable Targeted Data Sample Omission Attacks
We introduce a novel clean-label targeted poisoning attack on learning m...
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11/26/2020
A Game Theoretic Model for Strategic Coopetition in Business Networks
Private blockchain is driving the creation of business networks, resulti...
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10/14/2019