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ORCIDCASCON 2021: Toronto, Ontario, Canada
- Vio Onut, Farhana H. Zulkernine:
CASCON '21: Proceedings of the 31st Annual International Conference on Computer Science and Software Engineering, Toronto, Ontario, Canada, November 22 - 25, 2021. ACM 2021
Full papers: Cognitive/AI systems
- Candelario A. Gutierrez Gutierrez, Andrea M. Whittaker, Katherine Mae Patenio, Joel Gehman, Lianne M. Lefsrud, Denilson Barbosa, Eleni Stroulia:
Analyzing and visualizing Twitter conversations. 4-13 - Rachel Coreau, Ian Pépin, Cameron Duffy, Hazem M. Abbas, Hossam S. Hassanein:
Deep learning models and techniques for facial emotion recognition. 14-22 - Jingmin Zhou, Adam Gariba, Vida Movahedi, Mariah Martin Shein, Andre Rosa, Ruiqi Yu:
Multi-label video categorization using visual and audio transcript features. 23-32 - Hadi Jahanshahi, Ozan Ozyegen, Mucahit Cevik, Beste Bulut, Deniz Yigit, Fahrettin F. Gonen, Ayse Basar:
Text classification for predicting multi-level product categories. 33-42 - Syed Kazmi, Aysun Bozanta, Mucahit Cevik:
Time series forecasting for patient arrivals in online health services. 43-52 - Michelle Alexopoulos, Kelly A. Lyons:
Toward understanding the COVID-19 impact on data science innovation in Canada. 53-62
Full papers: Privacy and security
- Md. Asif Khan, Akramul Azim, Ramiro Liscano, Kevin Smith, Yee-Kang Chang, Sylvain Garcon, Qasim Tauseef:
Failure prediction using machine learning in IBM WebSphere liberty continuous integration environment. 63-72 - Kristen Newbury, Karim Ali, Andrew Craik:
Hotfixing misuses of crypto APIs in Java programs. 73-82 - Mohammadreza Rasolroveicy, Wejdene Haouari, Marios Fokaefs:
Public or private?: a techno-economic analysis of blockchain. 83-92
Full papers: Decentralized systems
- Damian Diago D'monte, Georgiy Krylov, Younes Manton, Gerhard W. Dueck, Kenneth B. Kent:
A lightweight code storage container for the eclipse OMR ahead-of-time compiler. 93-103 - S. M. Mozammal Hossain, Russell Couturier, Jeff Rusk, Kenneth B. Kent:
Automatic event categorizer for SIEM. 104-112 - Ria, Marios-Stavros Grigoriou, Kostas Kontogiannis, Alberto Giammaria, Chris Brealey:
Process-metrics trends analysis for evaluating file-level error proneness. 113-122
Full papers: Big data systems
- Noah Orensa, Derek L. Eager, Dwight J. Makaroff:
A unified extensible architecture for efficient distributed analytics. 123-132 - Rodrigo Araújo, Reid Holmes:
Lightweight self-adaptive configuration using machine learning. 133-142 - Waikeat Tan, Mohammed Alhamid, Mohamad Kalil, Ronghao Yang, Vincent Corvinelli, Calisto Zuzarte, Liam Finnie:
Query predicate selectivity using machine learning in Db2®. 143-152
Full papers: Software engineering
- Piyush Korlepara, Marios Grigoriou, Kostas Kontogiannis, Chris Brealey, Alberto Giammaria:
Combining domain expert knowledge and machine learning for the identification of error prone files. 153-162 - Derya Kici, Aysun Bozanta, Mucahit Cevik, Devang Parikh, Ayse Basar:
Text classification on software requirements specifications using transformer models. 163-172 - Erick Ochoa, Cijie Xia, Karim Ali, Andrew Craik, José Nelson Amaral:
U can't inline this! 173-182
Short papers: Cognitive/AI systems
- Alex Salgo, Jeremy Banks, François Rivest:
Exploring decision support systems in task scheduling. 184-189 - Xiaotian Liu, Victoria Armstrong, Sara Nabil, Christian Muise:
Exploring multi-view perspectives on deep reinforcement learning agents for embodied object navigation in virtual home environments. 190-195 - Xingye Fan, Zana Rashidi, Bon Ryu, Hossein Pourmodheji, Aijun An, Junfeng Liu, Yonggang Hu:
GPU resource scheduling using CNN-based deep reinforcement learning. 196-201 - Alison Ziesel, Hosna Jabbari:
Identification of conserved and evolving RNA secondary structures in SARS-CoV-2 and related viruses. 202-207
Short papers: Privacy and security
- James You, Christopher W. Schankula, Bill O'Farrell, Christopher K. Anand:
Building blocks for redundancy-free vector integer multiplication. 208-213 - Levy Marlon Santiago, Jauberth Weyll Abijaude, Fabíola Greve:
Gifflar: a framework to generate smart contracts on the fly. 214-219 - Paraskevi Massara, Arooj Asrar, Céline Bourdon, Charles D. G. Keown-Stoneman, Jonathon L. Maguire, Catherine S. Birken, Robert H. Bandsma, Elena M. Comelli:
Outlier detection in longitudinal children growth measurements. 220-225 - Mansour Alqarni, Akramul Azim:
Software source code vulnerability detection using advanced deep convolutional neural network. 226-231
Short papers: Decentralized systems
- Bradley Wood, Akramul Azim:
A novel technique for control flow obfuscation in JVM applications using InvokeDynamic with native bootstrapping. 232-236 - Georgiy Krylov, Petar Jelenkovic, Mark Thom, Gerhard W. Dueck, Kenneth B. Kent, Younes Manton, Daryl Maier:
Ahead-of-time compilation in eclipse OMR on example of WebAssembly. 237-243 - Joannah Nanjekye, David Bremner, Aleksandar Micic:
Eclipse OMR garbage collection for tracing JIT-based virtual machines. 244-249 - Shahir Daya, Mehryar Maalem, Edwin Lau, Shashwat Pandey, Charbel Safadi, Simon Kalechstein:
The digital core architecture for hybrid modernization: an event-driven book of reference doubling as a coexistence layer. 250-255
Short papers: Cloud
- Debajyoti Datta, Mark Stoodley, Suprio Ray:
Towards just-in-time compilation of SQL queries with OMR JitBuilder. 256-261 - Sarah Packowski, Rashmi Kulkarni, Sharyn Richard, Gary Faircloth:
Using IBM watson services to process video to streamline business processes and improve customer experience. 262-267 - Luke Trinity, Andrew Hollar, Haley Greenyer, Hosna Jabbari, Ulrike Stege:
Viz23: web server for visualization of gene expression and locational information. 268-273
Workshop: AI operations and digital twins
- Hausi A. Müller, Luis F. Rivera, Miguel Jiménez, Norha M. Villegas, Gabriel Tamura, Rama Akkiraju, Ian Watts, Eric Erpenbach:
Proactive AIOps through digital twins. 275-276
Workshop: Big data systems
- Monishkumar Sivakumar:
IBM accelerator catalog. 277-278
Workshop: Cloud
- Daryl Maier, Vijay Sundaresan:
5th workshop on advances in open runtimes and cloud performance technologies. 279 - Marin Litoiu, Ian Watts, Joe Wigglesworth:
The 13th CASCON workshop on cloud computing: engineering AIOps. 280-281
Workshop: Cognitive/AI systems
- Sarah Packowski, Christopher Alfonso, Parth Suthar, Noam Karakowsky:
Building game-playing chatbots using IBM watson assistant. 282-283 - Amin Kamali, Calisto Zuzarte, Verena Kantere:
Emerging applications of machine learning in modern data management. 284-286
Workshop: Decentralized systems
- Henry Nash, Martin Hickey:
Building operators in the wild - going beyond just install and upgrade. 287-288 - Kostas Kontogiannis, Daniel Amyot, John Mylopoulos:
Software techniques for engineering cyber-physical systems. 289-290
Workshop: Emerging technologies
- Eric S. K. Yu, Arik Senderovich, Hajo A. Reijers, Allen Chan, Sebastian Carbajales:
Automation, control, and analysis of knowledge-intensive processes. 291-293 - Kostas Kontogiannis, Marios Grigoriou, Chris Brealey, Alberto Giammaria:
Compliance by design: software analytics and AIOps. 294-295
Workshop: Human factors and society
- Kelly A. Lyons, Michelle Alexopoulos, Aije Egwaikhide:
What will the transition to a digital economy look like?: exploring future skills, jobs, and policies needed post COVID. 296-298 - Andrew Rindos, Lila Adamec, Ravi Patil:
The IBM cloud for education: applications lab and [email protected]. 299-301
Workshop: Privacy & security
- Neil De Lima:
Building secure, resilient and compliant solutions on the IBM cloud for financial services. 302-304
Workshop: Quantum
- Mehdi Bozzo-Rey, Robert Loredo, Hausi A. Müller, Sean Wagner, Ulrike Stege, Prashanti Priya Angara:
Towards practical quantum applications using hybrid problem solving techniques. 305-307
Workshop: Software engineering
- Mucahit Cevik, Savas Yildirim, Ayse Basar:
Natural language processing for software requirement specifications. 308-309
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