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CASCON 2020: Toronto, Ontario, Canada
- Lily Shaddick, Guy-Vincent Jourdan, Vio Onut, Tinny Ng:
CASCON '20: Proceedings of the 30th Annual International Conference on Computer Science and Software Engineering, Toronto, Ontario, Canada, November 10 - 13, 2020. ACM 2020
Smart cities and health
- Mufleh Al-Shatnawi, Amir Asif, Vida Movahedi, Aijun An, Yonggang Hu, Junfeng Liu:
Multiple pedestrian tracking based on modified mask R-CNN and enhanced particle filter using an adaptive information driven motion model. 4-12 - Mahima Chaudhary, Sumona Mukhopadhyay, Marin Litoiu, Lauren E. Sergio, Meaghan S. Adams:
Understanding brain dynamics for color perception using wearable EEG headband. 13-22 - Sanjena Krishnakumar, Tamer Abdou:
Towards interpretable and maintainable supervised learning using shapley values in arrhythmia. 23-32 - Neil Burke, Oliver Baltzer, Norbert Zeh:
Efficient location-level risk analytics. 33-42
Security
- Kay Boldt, Kenneth B. Kent, Rainer Herpers:
Investigation of encrypted and obfuscated network traffic utilizing machine learning. 43-52 - Ayesha Babar, Fahim T. Imam, Thomas R. Dean, Jose Fernandez:
An approach to represent and transform application-specific constraints for an intrusion detection system. 53-62 - Kale Yuzik, Dwight J. Makaroff:
Blockchain-based security for heterogeneous IoT systems. 63-72 - Noama Fatima Samreen, Manar H. Alalfi:
A survey of security vulnerabilities in ethereum smart contracts. 73-82
Cloud and database systems
- Bon Ryu, Aijun An, Zana Rashidi, Junfeng Liu, Yonggang Hu:
Towards topology aware pre-emptive job scheduling with deep reinforcement learning. 83-92 - Omar El Zarif, Safwat Hassan, Ying Zou, Calisto Zuzarte, Vincent Corvinelli, Mohammed Alhamid:
Pred-cache: a predictive caching method in database systems. 93-102 - Maria Patrou, Jacob M. Baird, Kenneth B. Kent, Michael Dawson:
Software evaluation methodology of Node.js parallelism under variabilities in scalable systems. 103-112 - Vladimir Podolskiy, Maria Patrou, Panos Patros, Michael Gerndt, Kenneth B. Kent:
The weakest link: revealing and modeling the architectural patterns of microservice applications. 113-122
Software and systems engineering
- Marios-Stavros Grigoriou, Kostas Kontogiannis, Alberto Giammaria, Chris Brealey:
Report on evaluation experiments using different machine learning techniques for defect prediction. 123-132 - Hadi Jahanshahi, Mucahit Cevik, Ayse Basar:
Moving from cross-project defect prediction to heterogeneous defect prediction: a partial replication study. 133-142 - Elham Rahmani, Nazim H. Madhavji, Ibtehal Noorwali:
Identifying external cross-references using natural language processing. 143-152 - Nicholas Prayogo, Mucahit Cevik, Merve Bodur:
Time series sampling for probabilistic forecasting. 153-162
Compilers and optimizations
- Tobias Nießen, Michael Dawson, Panos Patros, Kenneth B. Kent:
Insights into WebAssembly: compilation performance and shared code caching in Node.js. 163-172 - Damian Diago D'monte, Georgiy Krylov, Daryl Maier, Gerhard W. Dueck, Kenneth B. Kent:
An ELF-based storage option for the eclipse OMR ahead-of-time compiler. 173-178 - Eric Coffin, Scott Ryan Young, Harpreet Kaur, Julie Brown, Marius Pirvu, Kenneth B. Kent:
MicroJIT: a case for templated just-in-time compilation in constrained environments. 179-188 - Lucas M. Dutton, Curtis D'Alves, Wolfram Kahl, Robert F. Enenkel, Christopher Kumar Anand:
Designing and evaluating new instructions that accelerate sigmoid-based machine learning. 189-197
Natural language processing
- Yasmen Wahba, Nazim H. Madhavji, John Steinbacher:
Evaluating the effectiveness of static word embeddings on the classification of IT support tickets. 198-206 - Jingli Wang, Ashok Bhowmick, Mucahit Cevik, Ayse Basar:
Deep learning approaches to classify the relevance and sentiment of news articles to the economy. 207-216 - Britta Sennewald, Rainer Herpers, Marco Hülsmann, Kenneth B. Kent:
Voting for authorship attribution applied to dark web data. 217-226
Blockchain, cryptography, quantum computing
- Mohammadreza Rasolroveicy, Marios Fokaefs:
Dynamic reconfiguration of consensus protocol for IoT data registry on blockchain. 227-236 - Tanya Bouman, Yusra Irfan, James You, Christopher K. Anand:
Parallel windowed method for scalar multiplication in elliptic curve cryptography. 237-246 - Prashanti Priya Angara, Ulrike Stege, Hausi A. Müller, Mehdi Bozzo-Rey:
Hybrid quantum-classical problem solving in the NISQ era. 247-252
Workshop: AI & Blockchain & Robotics
- Kostas Kontogiannis, Alberto Giammaria, Chris Brealey, Marios Grigoriou:
1st workshop on AIOps and systems compliance. 254-255 - Eric S. K. Yu, Arik Senderovich, Hajo A. Reijers, Allen Chan, Sebastian Carbajales:
Automation, control, and analysis of knowledge-intensive processes. 256-258 - Sarah Packowski, Joshua Allard:
Deploying a collaborative framework for crowd sourcing the evaluation of AI model effectiveness. 259 - Michelle Alexopoulos, Kelly A. Lyons, Rohan Alexander, Aije Egwaikhide, R. Blair Frost:
How has COVID-19 changed the development and adoption of data science across firms and industries? 260-261
Workshop: Cloud Computing
- Daryl Maier, Vijay Sundaresan, David Bremner:
4th workshop on advances in open runtimes and cloud performance technologies. 262 - Yee-Kang Chang, Meswan Bhaugeerutty, Gilbert Kwan, Grace Jansen:
Jumpstart your application into a reactive event-centric world: hands-on workshop. 263-265
Workshop: Systems & Innovations
- Dionne M. Aleman, Benjamin Tham, Sean J. Wagner, Justin Semelhago, Asghar Mohammadi, Paul Price, Jordan Bradfield, Randy Giffen, Proton Rahman, Jenna Lawrence:
morPOP: a fast and granular agent-based model of COVID-19 to examine school mitigation strategies in newfoundland & labrador. 266-267 - Robert F. Enenkel, Silvia M. Müller, Christopher K. Anand:
Novel hardware & software design for mathematical and AI acceleration. 268-269 - Steve Shao, Nitika Sharma, Stephanie Kuan:
Z modernization open tools showcase. 270-271
Workshop: IoT & Smart Cities
- Hina Sharma:
Smart cities with smart AI to fight back Covid19: how smart cities used smart AI to fight back the pandemic. 272-274
Workshop: Quantum Computing
- Mehdi Bozzo-Rey, Robert Loredo, Hausi A. Müller, Ulrike Stege:
Quantum computing: synergies and opportunities. 275-276
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