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ORCIDCASCON 2022: Toronto, Ontario, Canada
- Paria Shirani, Iosif-Viorel Onut, Tinny Ng:
Proceedings of the 32nd Annual International Conference on Computer Science and Software Engineering, CASCON 2022, Toronto, Ontario, Canada, November 15-17, 2022. ACM 2022
Full Papers: Cognitive/AI systems
- Aakash Gangolli, Qusay H. Mahmoud, Akramul Azim:
A Machine Learning Approach to Predict System-Level Threats from Hardware-Based Fault Injection Attacks on IoT Software. 4-11 - Nicholas Sendyk, Curtis Davies, Titus Priscu, Miles Sutherland, Atallah Madi, Kevin Dick, Hoda Khalil, Ala Abu Alkheir, Gabriel A. Wainer:
A Task-Agnostic Machine Learning Framework for Dynamic Knowledge Graphs. 22-31 - Guoliang Zhao, Jiawen Liu, Daniel Alencar da Costa, Ying Zou:
Adopting Learning-to-rank Algorithm for Reviewer Recommendation. 22-31 - Weimin Zhao, Sanaa A. Alwidian, Hancong Ge, Shahryar Rahnamayan, Qusay H. Mahmoud:
Multi-Objective Differential Evolution and Unseen Adversarial Sample Generation. 32-41 - Aquilas Tchanjou Njomou, Marios Fokaefs, Dimitry Fumtim Silatchom Kamga, Bram Adams:
On the Challenges of Migrating to Machine Learning Life Cycle Management Platforms. 42-51 - Syed Mahbub Rafayal, Mucahit Cevik:
Time series forecasting-based peak shaving for building energy management. 52-61 - Jessy Zhang, Alexis Morris, Haru Hyunkyung Ji:
Wonder Vision: Augmented Reality and Conversational Interfaces to Facilitate Wayfinding for the Visually Impaired. 62-70
Full Papers: Decentralized Systems
- Mohammadreza Rasolroveicy, Marios Fokaefs:
Impact of DDoS Attacks on the Performance of Blockchain Consensus as an loT Data Registry: An Empirical Study. 71-80
Full Papers: Privacy and Security
- Nicholas Prayogo, Davood Pirayesh Neghab, Syed Mahbub Rafayal, Mucahit Cevik:
Partially Observable Markov Chain Models for Evaluating Lung Cancer Screening Policies. 81-90
Full Papers: Software engineering
- Mansur Gulami, Ajay Kumar Jha, Sarah Nadi, Karim Ali, Yee-Kang Chang, Emily Jiang:
A Human-in-the-loop Approach to Generate Annotation Usage Rules. 91-100 - Robert K. Helmeczi, Mucahit Cevik, Savas Yildirim:
A Prompt-based Few-shot Learning Approach to Software Conflict Detection. 101-109 - Macarious Abadeer, Behrad Moeini, Emma Sewell, Paula Branco, Felipe Ventura, Wei Shi:
Dynamic Extraction of BERT-based Embeddings for the Detection of Malicious JavaScript. 110-119 - Mahsa Hadian, Scott Brisson, Bram Adams, Soude Ghari, Ehsan Noei, Marios Fokaefs, Kelly A. Lyons, Shurui Zhou:
Exploring trends and practices of forks in open-source software repositories. 120-129 - Md Hasibul Islam, Rumpa Paul, Manishankar Mondal:
Predicting Buggy Code Clones through Machine Learning. 130-139 - Joannah Nanjekye, David Bremner, Aleksandar Micic:
The Garbage Collection Cost For Meta-Tracing JIT-based Dynamic Languages. 140-149
Short Papers: AI systems
- Yasmen Wahba, Nazim H. Madhavji, John Steinbacher:
A Hybrid Machine Learning Model for Efficient Classification of IT Support Tickets in The Presence of Class Overlap. 151-156 - Lei Zhang:
Dynamic Analysis of Neural Network Oscillation Using Routh-Hurwitz Method. 157-162 - Luis F. Rivera, Norha M. Villegas, Gabriel Tamura, Hausi A. Müller, Rama Akkiraju, Ian Watts, Eric Erpenbach:
Using Dynamic Knowledge Hypergraphs Toward Proactive AlOps through Digital Twins. 163-168
Short papers: Cloud
- Jaime Dantas, Hamzeh Khazaei, Marin Litoiu:
Green LAC: Resource-Aware Dynamic Load Balancer for Serverless Edge Computing Platforms. 169-174 - Payal Goyal, Mark Shtern, Sumona Mukhopadhyay, Marin Litoiu:
Towards a Differential Privacy Machine Learning Edge-Cloud Architecture - An Experimental Study. 175-180
Short papers: Privacy and Security
- Ian Pépin, Farhana H. Zulkernine:
A Comparative Study of De-identification Tools to Apply to Free-Text Clinical Notes. 181-186 - Syed Waqas Hamdani, Chris Brealey, Kostas Kontogiannis, Alberto Giammaria:
Evaluating the Impact of NIST 800.53 Security Control Violations. 187-192
Short papers: Software Engineering
- Rezwana Mamata, Kevin Smith, Akramul Azim, Yee-Kang Chang, Qasim Tauseef, Ramiro Liscano, Gkerta Seferi:
Failure Prediction using Transfer Learning in Large-scale Continuous Integration Environments. 193-198 - Emmanuel C. Ayeleso, Timothy C. Lethbridge:
Requirements Analysis Using Grounded Theory: A Case Study in the Domain of Textual Negotiation Tools. 199-206 - Lovepreet Singh, Timothy C. Lethbridge:
Safe Cloud-Based Java Code Execution in UmpleOnline. 207-212 - Rishi Sharma, Shreyansh Kulshreshtha, Manas Thakur:
ZS3: Marrying Static Analyzers and Constraint Solvers to Parallelize Loops in Managed Runtimes. 213-220
Workshops: Cloud
- Daryl Maier, Vijay Sundaresan:
6th Workshop on Advances in Open Runtimes and Cloud Performance Technologies. 222 - Omar El Zarif, Minji Kang, Kaya Gangesan:
Machine Learning based Auto-Scaling in IBM-Db2 on Cloud. 223-224 - Ian Watts, Marin Litoiu:
The 14th CASCON Workshop on Cloud Computing. 225-226
Workshops: Cognitive/AI Systems
- Mohamed El-Darieby, George Daoud, Monil Patel:
Autonomous Vehicles Technology Stack & Generated Data. 227-228 - Amin Kamali, Jarek Szlichta, Calisto Zuzarte, Yueting Chen, Verena Kantere, Shaikh Quader:
ML4DM: The second workshop on the emerging applications of machine learning in modern data management. 229-231 - Sarah Packowski, Anuj Jain, Josie Buter:
Using Watson NLP with the online collaboration tool MURAL. 232-233
Workshops: Human Factors and Society
- Leland Jackson, Florencia Said, Jennifer Collins:
Learning to SWIM: Technical and Social Lessons Learned During Development of a Water-based Data Collaboration Platform. 234-236 - Wendy Cukier, Saifur Rahman, Magda Sabat, Kevin Jae:
Technology and Inclusive Innovation. 237-239 - Ali Hamdy, Manish Sihag:
What it's like to be a student today - INSPIRE Program Experience. 240-242
Workshops: Privacy and Security
- Kostas Kontogiannis, John Mylopoulos, Daniel Amyot:
2nd Workshop on Software Techniques for Engineering Cyber Physical Systems. 243-244
Workshops: Quantum Computing
- Mehdi Bozzo-Rey, Sean Wagner, Robert Loredo, Ulrike Stege, Hausi A. Müller, Prashanti Priya Angara:
Towards Practical Hybrid Quantum Applications for Industry. 245-247
Workshops: Software Engineering
- José Nelson Amaral, Kit Barton:
19th Compiler-Driven PerformanceWorkshop. 248 - Akramul Azim, Kevin Smith:
Workshop: Machine Learning in Software Quality. 249-250
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