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AITest
2019
2023
2019
2023
Keyphrases
Publications
2023
Ehab Ebrahim
,
Mazen Sayed
,
Mahmoud Youssef
,
Hisham Essam
,
Salma Abd El-Fattah
,
Dina Ashraf
,
Omar Magdy
,
Reem ElAdawi
AI Decision Assistant ChatBot for Software Release Planning and Optimized Resource Allocation.
AITest
(2023)
Cristina Landing
,
Jie Liu
,
Katerina Katsarou
,
Sahar Tahvili
Time Series Anomaly Detection using Convolutional Neural Networks in the Manufacturing Process of RAN.
AITest
(2023)
Jens Henriksson
,
Christian Berger
,
Stig Ursing
,
Markus Borg
Evaluation of Out-of-Distribution Detection Performance on Autonomous Driving Datasets.
AITest
(2023)
Xuan Zheng
,
Kerstin Eder
,
Tim Blackmore
Using Neural Networks for Novelty-based Test Selection to Accelerate Functional Coverage Closure.
AITest
(2023)
Hamzah Al-Qadasi
,
Yliès Falcone
,
Saddek Bensalem
Difficulty and Severity-Oriented Metrics for Test Prioritization in Deep Learning Systems.
AITest
(2023)
Anne-Laure Wozniak
,
Ngoc Q. K. Duong
,
Ian Benderitter
,
Sarah Leroy
,
Sergio Segura
,
Raúl Mazo
Robustness Testing of an Industrial Road Object Detection System.
AITest
(2023)
Muyeed Ahmed
,
Iulian Neamtiu
DeAnomalyzer: Improving Determinism and Consistency in Anomaly Detection Implementations.
AITest
(2023)
Huanhuan Zhao
,
Haihua Chen
,
Hong-Jun Yoon
Enhancing Text Classification Models with Generative AI-aided Data Augmentation.
AITest
(2023)
IEEE International Conference On Artificial Intelligence Testing, AITest 2023, Athens, Greece, July 17-20, 2023
AITest
(2023)
Gabriele Incorvaia
,
Darryl Hond
,
Hamid Asgari
Uncertainty Quantification for Machine Learning Output Assurance using Anomaly-based Dataset Dissimilarity Measures.
AITest
(2023)
Emanuele De Angelis
,
Guglielmo De Angelis
,
Maurizio Proietti
A Classification Study on Testing and Verification of AI-based Systems.
AITest
(2023)
Weison Lin
,
Xianpo Ni
,
Tughrul Arslan
Resource-Aware Online Permanent Fault Detection Mechanism for Streaming Convolution Engine in Edge AI Accelerators.
AITest
(2023)
Masatoshi Sekine
,
Daisuke Shimbara
,
Tomoyuki Myojin
,
Eri Imatani
Visualization Tool for Extraction of Various Attributes and Corresponding Data for Dataset Quality Assessment.
AITest
(2023)
Faqeer ur Rehman
,
Madhusudan Srinivasan
Metamorphic Testing For Machine Learning: Applicability, Challenges, and Research Opportunities.
AITest
(2023)
Mohamed Abdelkarim
,
Reem ElAdawi
TCP-Net++: Test Case Prioritization Using End-to-End Deep Neural Networks - Deployment Analysis and Enhancements.
AITest
(2023)
Abanoub Ghobrial
,
Darryl Hond
,
Hamid Asgari
,
Kerstin Eder
A Trustworthiness Score to Evaluate DNN Predictions.
AITest
(2023)
Manuel Magalhães
,
Ângelo Morgado
,
Henrique Jesus
,
Nuno Pombo
Unlocking the Potential of Dynamic Languages: An Exploration of Automated Unit Test Generation Techniques.
AITest
(2023)
Yue Ding
,
Qian Wu
,
Yinzhu Li
,
Dongdong Wang
,
Jiaxin Huang
Leveraging Deep Learning Models for Cross-function Null Pointer Risks Detection.
AITest
(2023)
Kate Kargozari
,
Junhua Ding
,
Haihua Chen
Evaluating the Impact of Incentive/Non-incentive Reviews on Customer Decision-making.
AITest
(2023)
Jesús Morán
,
Antonia Bertolino
,
Claudio de la Riva
,
Javier Tuya
Fault Localization for Reinforcement Learning.
AITest
(2023)
Yulia Kumar
,
Patricia Morreale
,
P. Sorial
,
J. Delgado
,
J. Jenny Li
,
P. Martins
A Testing Framework for AI Linguistic Systems (testFAILS).
AITest
(2023)
Yejun He
,
Muslim Razi
,
Jerry Zeyu Gao
,
Chuanqi Tao
A Framework for Autonomous Vehicle Testing Using Semantic Models.
AITest
(2023)
Huyen Nguyen
,
Haihua Chen
,
Roopesh Maganti
,
K. S. M. Tozammel Hossain
,
Junhua Ding
Measurement and Identification of Informative Reviews for Automated Summarization.
AITest
(2023)
Xi Luo
,
Yuhui Deng
,
Junjie Liu
,
Sirong Wu
,
Gengchen Sun
Debunk online rumors via generative-contrastive learning based on tree-transformer.
AITest
(2023)
Ramya Srinivasan
,
Hiroya Inakoshi
,
Kanji Uchino
Leveraging Cognitive Science for Testing Large Language Models.
AITest
(2023)
2022
Faqeer ur Rehman
,
Clemente Izurieta
An Approach For Verifying And Validating Clustering Based Anomaly Detection Systems Using Metamorphic Testing.
AITest
(2022)
Zukang Liao
,
Pengfei Zhang
,
Min Chen
ML4ML: Automated Invariance Testing for Machine Learning Models.
AITest
(2022)
Hamzah Al-Qadasi
,
Changshun Wu
,
Yliès Falcone
,
Saddek Bensalem
DeepAbstraction: 2-Level Prioritization for Unlabeled Test Inputs in Deep Neural Networks.
AITest
(2022)
Herbert Mühlburger
,
Franz Wotawa
A Passive Testing Approach using a Semi-Supervised Intrusion Detection Model for SCADA Network Traffic.
AITest
(2022)
Muyeed Ahmed
,
Iulian Neamtiu
Anomalous Anomaly Detection.
AITest
(2022)
Nyasha Masamba
,
Kerstin Eder
,
Tim Blackmore
Hybrid Intelligent Testing in Simulation-Based Verification.
AITest
(2022)
IEEE International Conference On Artificial Intelligence Testing, AITest 2022, Newark, CA, USA, August 15-18, 2022
AITest
(2022)
Akash Jagannathan
,
Bharathi Chandrasekaran
,
Shubham Dutta
,
Uma Rameshgouda Patil
,
Magdalini Eirinaki
Original Music Generation using Recurrent Neural Networks with Self-Attention.
AITest
(2022)
Abdullah Murat Buldu
,
Alper Sen
,
Karthik Swaminathan
,
Brian Kahne
MBET: Resilience Improvement Method for DNNs.
AITest
(2022)
Xiaomin Li
,
Chuanqi Tao
,
Jerry Gao
,
Hongjing Guo
A Review of Quality Assurance Research of Dialogue Systems.
AITest
(2022)
Nyasha Masamba
,
Kerstin Eder
,
Tim Blackmore
Supervised Learning for Coverage-Directed Test Selection in Simulation-Based Verification.
AITest
(2022)
Alessio Gambi
,
Vuong Nguyen
,
Jasim Ahmed
,
Gordon Fraser
Generating Critical Driving Scenarios from Accident Sketches.
AITest
(2022)
Sunny Shree
,
Jaganmohan Chandrasekaran
,
Yu Lei
,
Raghu N. Kacker
,
D. Richard Kuhn
DeltaExplainer: A Software Debugging Approach to Generating Counterfactual Explanations.
AITest
(2022)
Qingying Liu
,
Tao Zhang
,
Jerry Gao
,
Shaoying Liu
,
Jing Cheng
Construction of Semantic Model for GUI of Mobile Applications Using Deep Learning.
AITest
(2022)
Hong Zhu
,
Ian Bayley
,
Mark Green
Metrics for Measuring Error Extents of Machine Learning Classifiers.
AITest
(2022)
Jerry Gao
,
ShiTing Li
,
Chuanqi Tao
,
Yejun He
,
Amrutha Pavani Anumalasetty
,
Erica Wilson Joseph
,
Akshata Hatwar Kumbashi Sripathi
,
Himabindu Nayani
An Approach to GUI Test Scenario Generation Using Machine Learning.
AITest
(2022)
2021
Yuta Ojima
,
Shingo Horiuchi
,
Fuyuki Ishikawa
Model-based Data-Complexity Estimator for Deep Learning Systems.
AITest
(2021)
Qunying Song
,
Kaige Tan
,
Per Runeson
,
Stefan Persson
An Industrial Workbench for Test Scenario Identification for Autonomous Driving Software.
AITest
(2021)
Sydur Rahaman
,
Raina Samuel
,
Iulian Neamtiu
Quantifying Nondeterminism and Inconsistency in Self-organizing Map Implementations.
AITest
(2021)
Colin Paterson
,
Radu Calinescu
,
Chiara Picardi
Detection and Mitigation of Rare Subclasses in Deep Neural Network Classifiers.
AITest
(2021)
Hamid Ebadi
,
Mahshid Helali Moghadam
,
Markus Borg
,
Gregory Gay
,
Afonso Fontes
,
Kasper Socha
Efficient and Effective Generation of Test Cases for Pedestrian Detection - Search-based Software Testing of Baidu Apollo in SVL.
AITest
(2021)
Kesav Viswanadha
,
Francis Indaheng
,
Justin Wong
,
Edward Kim
,
Ellen Kalvan
,
Yash Pant
,
Daniel J. Fremont
,
Sanjit A. Seshia
Addressing the IEEE AV Test Challenge with Scenic and VerifAI.
AITest
(2021)
Ferhat Özgür Catak
,
Tao Yue
,
Shaukat Ali
Prediction Surface Uncertainty Quantification in Object Detection Models for Autonomous Driving.
AITest
(2021)
Paolo Tonella
Keynote Speaker.
AITest
(2021)
Chih-Hong Cheng
,
Rongjie Yan
Testing Autonomous Systems with Believed Equivalence Refinement.
AITest
(2021)