OSS 2019
Sun 26 - Mon 27 May 2019 Montreal, QC, Canada
co-located with ICSE 2019
VenueFairmont The Queen Elizabeth Hotel
Room nameDuluth
Floor0
Room number5
Room InformationNo extra information available
Program

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Sat 25 May

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08:30 - 09:00
OpeningSEAMS at Duluth
08:45
15m
Day opening
Opening
SEAMS
Marin Litoiu York University, Canada, Kenji Tei Waseda University / National Institute of Informatics, Japan, Siobhán Clarke Trinity College Dublin, Ireland
09:00 - 10:30
Keynote 1SEAMS at Duluth
Chair(s): Marin Litoiu York University, Canada
09:00
90m
Talk
The Quest for Agility: Are we there yet? Keynote
SEAMS
11:00 - 12:25
LearningSEAMS at Duluth
Chair(s): Rogério de Lemos University of Kent, UK
11:00
25m
Talk
Efficient Analysis of Large Adaptation Spaces Self-Adaptive Systems using Machine LearningLong Paper
SEAMS
Federico Quin Katholieke Universiteit Leuven, Danny Weyns KU Leuven, Thomas Bamelis Katholieke Universiteit Leuven, Sarpreet Singh Buttar Linnaeus University, Sam Michiels Katholieke Universiteit Leuven
11:25
25m
Talk
On Learning in Collective Self-adaptive Systems: State of Practice and a 3D FrameworkLong Paper
SEAMS
Mirko D'Angelo Linnaeus University, Sweden, Simos Gerasimou , Sona Ghahremani Hasso Plattner Institute, University of Potsdam, Johannes Grohmann University of Wurzburg, Ingrid Nunes Universidade Federal do Rio Grande do Sul (UFRGS), Brazil, Evangelos Pournaras ETH Zurich, Switzerland, Sven Tomforde Universitat Kassel
Pre-print
11:50
20m
Talk
Using Unstructured Data to Improve the Continuous Planning of Critical Processes Involving HumansNIER
SEAMS
Colin Paterson , Radu Calinescu University of York, UK, Suresh Manandhar University of York, UK, Di Wang University of York, UK
12:10
15m
Talk
TRAPPed in Traffic? A Self-Adaptive Framework for Decentralized Traffic OptimizationArtifactReusable
SEAMS
Ilias Gerostathopoulos Technical University of Munich, Evangelos Pournaras ETH Zurich, Switzerland
Pre-print
14:00 - 15:30
AutonomySEAMS at Duluth
Chair(s): Danny Weyns KU Leuven
14:00
25m
Talk
Machine Learning Meets Quantitative Planning: Enabling Self-Adaptation in Autonomous RobotsLong Paper
SEAMS
Pooyan Jamshidi University of South Carolina, Javier Camara University of York, Bradley Schmerl Carnegie Mellon University, USA, Christian Kästner Carnegie Mellon University, David Garlan Carnegie Mellon University
14:25
25m
Talk
Self-Adaptation in Mobile Apps: a Systematic Literature StudyLong Paper
SEAMS
Eoin Grua Vrije Universiteit Amsterdam, Ivano Malavolta Vrije Universiteit Amsterdam, Patricia Lago Vrije Universiteit Amsterdam
Pre-print Media Attached
14:50
20m
Talk
Applying Evolution and Novelty Search to Enhance the Resilience of Autonomous SystemsNIER
SEAMS
Michael Langford Michigan State University, Glen Simon Michigan State University, Philip McKinley Michigan State University, Betty H.C. Cheng Michigan State University
15:10
20m
Talk
Modelling and Analysing ResilientCyber-Physical SystemsNIER
SEAMS
Amel Bennaceur The Open University, Carlo Ghezzi Politecnico di Milano, Kenji Tei Waseda University / National Institute of Informatics, Japan, Timo Kehrer Humboldt-Universtität zu Berlin, Danny Weyns KU Leuven, Radu Calinescu University of York, UK, Schahram Dustdar TU Wien, Zhenjiang Hu National Institute of Informatics, Shinichi Honiden Waseda University / National Institute of Informatics, Japan, Fuyuki Ishikawa National Institute of Informatics, Zhi Jin Peking University, Jeffrey Kramer , Marin Litoiu York University, Canada, Michele Loreti University of Camerino, Gabriel A. Moreno Carnegie Mellon University, USA, Hausi Müller University of Victoria, Computer Science, Faculty of Engineering, Canada, Laura Nenzi University of Trieste, Bashar Nuseibeh The Open University (UK) & Lero (Ireland), Liliana Pasquale University College Dublin & Lero, Ireland, Wolfgang Reisig Humboldt-Universität zu Berlin, Germany, Heinz Schmidt RMIT Australia, Christos Tsigkanos Technische Universität Wien, Haiyan Zhao Peking University
16:00 - 17:30
RequirementsSEAMS at Duluth
Chair(s): Betty H.C. Cheng Michigan State University
16:00
25m
Talk
Won't Take No for an Answer: Resource-driven Requirements AdaptationLong Paper
SEAMS
Amel Bennaceur The Open University, Andrea Zisman The Open University, Ciaran Mccormick The Open University, Danny Barthaud The Open University, Bashar Nuseibeh The Open University (UK) & Lero (Ireland)
16:25
25m
Talk
Taming Uncertainty in the Assurance Process of Self-Adaptive Systems: a Goal-Oriented ApproachArtifactLong PaperFunctional
SEAMS
Gabriela Félix Solano University of Brasília, Ricardo Caldas University of Brası́lia, Genaína Nunes Rodrigues University of Brasília, Thomas Vogel Humboldt-Universität zu Berlin, Patrizio Pelliccione Chalmers | University of Gothenburg and University of L'Aquila
Pre-print
16:50
5m
Talk
PiStarGODA-MDP: A Goal-Oriented Framework to Support Assurances ProvisionArtifactFunctional
SEAMS
Gabriela Félix Solano University of Brasília, Ricardo Caldas University of Brası́lia, Genaina Rodrigues University of Brasilia, Thomas Vogel Humboldt-Universität zu Berlin, Patrizio Pelliccione Chalmers | University of Gothenburg and University of L'Aquila
16:55
15m
Talk
Inferring Analyzable Models from Trajectories of Spatially-Distributed Internet-of-ThingsArtifactFunctional
SEAMS
Christos Tsigkanos Technische Universität Wien, Laura Nenzi University of Trieste, Michele Loreti University of Camerino, Martin Garriga , Schahram Dustdar TU Wien, Carlo Ghezzi Politecnico di Milano
17:10
15m
Talk
Dragonfly: a Tool for Simulating Self-Adaptive Drone BehavioursArtifactReusable
SEAMS
Paulo Maia State University of Ceará, Lucas Vieira State University of Ceará, Matheus Chagas State University of Ceará, Yijun Yu The Open University, UK, Andrea Zisman The Open University, Bashar Nuseibeh The Open University (UK) & Lero (Ireland)

Sun 26 May

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09:00 - 10:30
Keynote 2SEAMS at Duluth
Chair(s): Siobhán Clarke Trinity College Dublin, Ireland
09:00
90m
Talk
Adaptivity and Self-Management in Autonomous DrivingKeynote
SEAMS
Krzysztof Czarnecki University of Waterloo, Canada
11:00 - 12:30
SecuritySEAMS at Duluth
Chair(s): David Garlan Carnegie Mellon University
11:00
25m
Talk
Towards Secure Architectural AdaptationLong Paper
SEAMS
Narges Khakpour Linnaeus University, Charilaos Skandylas Linnaeus University, Goran Saman Nariman University of Human Development , Danny Weyns Linnaeus University, Sweden
11:25
25m
Talk
Defeating Denial-of-Service Attacks in a Self-Managing N-Variant SystemBest Paper AwardLong Paper
SEAMS
Jessica Jones Arizona State University, Jason Hiser University of Virginia, Jack Davidson University of Virginia, Stephanie Forrest Arizona State University
11:50
20m
Talk
Blockchain Networks as Adaptive SystemsNIER
SEAMS
Sotirios Liaskos York University, Bo Wang York University, Nahid Alimohammadi York University
12:10
20m
Talk
Towards the Detection of Partial Feature InteractionsNIER
SEAMS
Byron Devries Grand Valley State University, Betty H.C. Cheng Michigan State University
14:00 - 15:30
AI & AdaptivitySEAMS at Duluth
Chair(s): Hausi Müller University of Victoria, Computer Science, Faculty of Engineering, Canada
14:00
15m
Talk
Is Adaptivity a Core Property of Intelligent Systems? It DependsAI & Adaptivity
SEAMS
AbdElRahman ElSaid , Travis Desell University of North Dakota, Daniel Krutz Rochester Institute of Technology
14:15
15m
Talk
Self-adaptive AIAI & Adaptivity
SEAMS
Rogério de Lemos University of Kent, UK, Marek Grzes University of Kent
14:30
60m
Panel DiscussionAI & Adaptivity
SEAMS
Hausi Müller University of Victoria, Computer Science, Faculty of Engineering, Canada
17:35 - 18:00
ClosingSEAMS at Duluth
17:35
25m
Day closing
Closing Remarks, Awards and SEAMS 2020 Presentation
SEAMS
Marin Litoiu York University, Canada, Kenji Tei Waseda University / National Institute of Informatics, Japan, Siobhán Clarke Trinity College Dublin, Ireland

Mon 27 May

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09:00 - 17:30

Tue 28 May

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09:00 - 17:45

Wed 29 May

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11:00 - 12:30
Testing EffectivenessICSE Journal-First Papers / ICSE Software Engineering in Practice / ICSE Papers / ICSE New Ideas and Emerging Results at Duluth
Chair(s): Diomidis Spinellis Athens University of Economics and Business
11:00
20m
Talk
Practitioners' Views on Good Software Testing PracticesSEIPIndustry Program
ICSE Software Engineering in Practice
Pavneet Singh Kochhar Microsoft, Xin Xia Monash University, David Lo Singapore Management University
11:20
20m
Talk
Perception and Practices of Differential TestingSEIPIndustry Program
ICSE Software Engineering in Practice
Muhammad Ali Gulzar University of California, Los Angeles, Yongkang Zhu Google, Xiaofeng Han Google
11:40
10m
Talk
An interleaving approach to combinatorial testing and failure-inducing interaction identificationIndustry ProgramJournal-First
ICSE Journal-First Papers
Xintao Niu , Changhai Nie , Hareton Leung , Yu Lei , Xiaoyin Wang University of Texas at San Antonio, USA, Jiaxi Xu School of Information Engineering, Nanjing Xiaozhuang University, Yan Wang
11:50
10m
Talk
An Empirical Comparison of Combinatorial Testing, Random Testing and Adaptive Random TestingIndustry ProgramJournal-First
ICSE Journal-First Papers
Huayao Wu Nanjing University, Changhai Nie , Justyna Petke University College London, Yue Jia University College London, Mark Harman Facebook and University College London
12:00
10m
Talk
Assurances in Software Testing: A RoadmapIndustry ProgramNIER
ICSE New Ideas and Emerging Results
Marcel Böhme Monash University
Pre-print
12:10
10m
Talk
Automatic Test Improvement with DSpot: a Study with Ten Mature Open-Source ProjectsIndustry ProgramJournal-First
ICSE Journal-First Papers
Benjamin Danglot University Lille 1 and INRIA, Oscar Luis Vera Pérez INRIA, Benoit Baudry KTH Royal Institute of Technology, Sweden, Martin Monperrus KTH Royal Institute of Technology
12:20
10m
Talk
Discussion Period
ICSE Papers

14:00 - 15:30
14:00
20m
Talk
The Seven Sins: Security Smells in Infrastructure as Code ScriptsArtifacts AvailableACM SIGSOFT Distinguished Paper AwardTechnical TrackIndustry Program
ICSE Technical Track
Akond Rahman North Carolina State University, Chris Parnin NCSU, Laurie Williams North Carolina State University
Pre-print
14:20
20m
Talk
DifFuzz: Differential Fuzzing for Side-Channel AnalysisArtifacts AvailableArtifacts Evaluated ReusableTechnical Track
ICSE Technical Track
Shirin Nilizadeh University of Texas at Arlington, Yannic Noller Humboldt-Universität zu Berlin, Corina S. Pasareanu Carnegie Mellon University Silicon Valley, NASA Ames Research Center
Pre-print
14:40
10m
Talk
Detecting Suspicious Package UpdatesIndustry ProgramNIER
ICSE New Ideas and Emerging Results
Kalil Garrett Georgia State University, Gabriel Ferreira Carnegie Mellon University, Limin Jia Carnegie Mellon University, Joshua Sunshine Carnegie Mellon University, Christian Kästner Carnegie Mellon University
Pre-print
14:50
20m
Talk
EASYFLOW: Keep Ethereum Away From OverflowDemos
ICSE Demonstrations
Jianbo Gao Peking University, Han Liu Tsinghua University, Chao Liu , Qingshan Li Peking University, Zhi Guan Peking University, Zhong Chen
Pre-print Media Attached
15:10
10m
Talk
Automatic feature learning for predicting vulnerable software componentsIndustry ProgramJournal-First
ICSE Journal-First Papers
Hoa Khanh Dam University of Wollongong, Truyen Tran , Trang Pham Deakin University, Shien Wee Ng University of Wollongong, John Grundy Monash University, Aditya Ghose
Link to publication DOI Pre-print
15:20
10m
Talk
Discussion Period
ICSE Papers

16:00 - 18:00
Test Selection and PrioritizationICSE Software Engineering in Practice / ICSE Technical Track / ICSE Papers / ICSE Journal-First Papers at Duluth
Chair(s): Robert Feldt Chalmers University of Technology
16:00
20m
Talk
Improving Test Effectiveness Using Test Executions History: An Industrial Experience ReportSEIPIndustry Program
ICSE Software Engineering in Practice
Armin Najafi Concordia University, Weiyi Shang Concordia University, Canada, Peter Rigby Concordia University, Montreal, Canada
16:20
20m
Talk
FastLane: Test Minimization for Rapidly Deployed Large-scale Online ServicesTechnical TrackIndustry Program
ICSE Technical Track
Adithya Abraham Philip , Ranjita Bhagwan Microsoft Research India, Rahul Kumar Microsoft, Chandra Sekhar Maddila Microsoft, Nachiappan Nagappan Microsoft Research
16:40
20m
Talk
Scalable Approaches for Test Suite ReductionArtifacts AvailableArtifacts Evaluated ReusableACM SIGSOFT Distinguished Paper AwardTechnical TrackIndustry Program
ICSE Technical Track
Emilio Cruciani Gran Sasso Science Institute, L'Aquila, Italy, Breno Miranda Federal University of Pernambuco, Roberto Verdecchia Gran Sasso Science Institute, Vrije Universiteit Amsterdam, Antonia Bertolino CNR-ISTI
Pre-print
17:00
20m
Talk
Using Machine Learning to Recommend Correctness Checks for Geographic Map DataSEIPIndustry Program
ICSE Software Engineering in Practice
Abhaya Parthy Apple Inc., Leopold Silberstein Apple Inc., Emily Kowalczyk Apple Inc., John Paul High Apple Inc., Adithya Nagarajan Apple Inc., Atif Memon Apple Inc.
17:20
20m
Talk
A Framework for Checking Regression Test Selection ToolsArtifacts Evaluated ReusableTechnical Track
ICSE Technical Track
Chenguang Zhu University of Texas, Austin, Owolabi Legunsen University of Illinois at Urbana-Champaign, August Shi University of Illinois at Urbana-Champaign, Milos Gligoric University of Texas at Austin
17:40
10m
Talk
ConTesa: Directed Test Suite Augmentation for Concurrent SoftwareJournal-First
ICSE Journal-First Papers
Tingting Yu University of Kentucky, Zunchen Huang , Chao Wang USC
17:50
10m
Talk
Discussion Period
ICSE Papers

Thu 30 May

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11:00 - 12:30
Tool Taxonomy and AdoptionICSE Technical Track / ICSE Journal-First Papers / ICSE Demonstrations / ICSE Papers at Duluth
Chair(s): Bogdan Vasilescu Carnegie Mellon University
11:00
20m
Talk
Do Developers Discover New Tools On The Toilet?ACM SIGSOFT Distinguished Paper AwardTechnical TrackIndustry Program
ICSE Technical Track
Pre-print
11:20
20m
Talk
Tool Choice Matters: JavaScript Quality Assurance Tools and Usage Outcomes in GitHub ProjectsTechnical Track
ICSE Technical Track
David Kavaler University of California, Davis, Asher Trockman University of Evansville, Bogdan Vasilescu Carnegie Mellon University, Vladimir Filkov University of California at Davis, USA
Pre-print
11:40
10m
Talk
Automatically Categorizing Software TechnologiesJournal-First
ICSE Journal-First Papers
Mathieu Nassif McGill University, Christoph Treude The University of Adelaide, Martin P. Robillard McGill University
Link to publication DOI Pre-print
11:50
20m
Talk
Witt: Querying Technology Terms based on Automated ClassificationDemos
ICSE Demonstrations
Mathieu Nassif McGill University, Christoph Treude The University of Adelaide, Martin P. Robillard McGill University
12:10
20m
Talk
Discussion Period
ICSE Papers

14:00 - 15:30
14:00
20m
Talk
ENRE: A Tool Framework for Extensible eNtity Relation ExtractionDemos
ICSE Demonstrations
Wuxia Jin Xi'an Jiaotong University, Yuanfang Cai Drexel University, Rick Kazman University of Hawai‘i at Mānoa, Qinghua Zheng MOEKLINNS Lab, Department of Computer Science and Technology, Xi'an Jiaotong University, 710049, China, Di Cui Xi'an Jiaotong University, Ting Liu MOEKLINNS Lab, Department of Computer Science and Technology, Xi'an Jiaotong University, 710049, China
14:20
20m
Talk
Detection and Repair of Architectural Inconsistencies in JavaArtifacts AvailableArtifacts Evaluated ReusableTechnical Track
ICSE Technical Track
Negar Ghorbani University of California, Irvine, Joshua Garcia University of California, Irvine, Sam Malek University of California, Irvine
14:40
20m
Talk
Can I Have a Stack Trace to Examine the Dependency Conflict Issue?Technical Track
ICSE Technical Track
Ying Wang Northeastern University, China, Ming Wen The Hong Kong University of Science and Technology, Rongxin Wu Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, Zhenwei Liu Northeastern University, China, Shin Hwei Tan Southern University of Science and Technology, Zhiliang Zhu Northeastern University, China, Hai Yu Northeastern University, China, Shing-Chi Cheung Department of Computer Science and Engineering, The Hong Kong University of Science and Technology
15:00
20m
Talk
Investigating the Impact of Multiple Dependency Structures on Software DefectsTechnical Track
ICSE Technical Track
Di Cui Xi'an Jiaotong University, Ting Liu MOEKLINNS Lab, Department of Computer Science and Technology, Xi'an Jiaotong University, 710049, China, Yuanfang Cai Drexel University, Qinghua Zheng MOEKLINNS Lab, Department of Computer Science and Technology, Xi'an Jiaotong University, 710049, China, Qiong Feng Drexel University, Wuxia Jin Xi'an Jiaotong University, Jiaqi Guo Xi'an Jiaotong University, Yu Qu Xi'an Jiaotong University
15:20
10m
Talk
Discussion Period
ICSE Papers

Fri 31 May

Displayed time zone: Eastern Time (US & Canada) change

11:00 - 12:30
FuzzingICSE Technical Track / ICSE Papers at Duluth
Chair(s): Marcel Böhme Monash University
11:00
20m
Talk
SLF: Fuzzing without Valid Seed InputsTechnical TrackIndustry Program
ICSE Technical Track
Wei You Purdue University, Xuwei Liu Zhejiang University, Shiqing Ma Purdue University, USA, David Mitchel Perry Purdue University, Xiangyu Zhang Purdue University, Bin Liang Renmin University of China, China
11:20
20m
Talk
Superion: Grammar-Aware Greybox FuzzingTechnical Track
ICSE Technical Track
Junjie Wang Nanyang Technological University, Bihuan Chen Fudan University, Lei Wei Nanyang Technological University, Yang Liu Nanyang Technological University, Singapore
11:40
20m
Talk
Grey-box Concolic Testing on Binary CodeArtifacts AvailableTechnical TrackIndustry Program
ICSE Technical Track
Jaeseung Choi KAIST, Joonun Jang Samsung Research, Samsung Electronics, Choongwoo Han NAVER Corporation, Sang Kil Cha KAIST
12:00
20m
Talk
REST-ler: Stateful REST API FuzzingTechnical TrackIndustry Program
ICSE Technical Track
Vaggelis Atlidakis Columbia University, Patrice Godefroid Microsoft Research, Marina Polishchuk Microsoft
Link to publication
12:20
10m
Talk
Discussion Period
ICSE Papers

14:00 - 15:30
API AnalysisICSE Technical Track / ICSE Demonstrations / ICSE Papers at Duluth
Chair(s): Sam Malek University of California, Irvine
14:00
20m
Talk
Exposing Library API Misuses via Mutation AnalysisTechnical Track
ICSE Technical Track
Ming Wen The Hong Kong University of Science and Technology, Yepang Liu Southern University of Science and Technology, Rongxin Wu Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, Xuan Xie School of Data and Computer Science, Sun Yat-sen University, Guangzhou, China, Shing-Chi Cheung Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, Zhendong Su ETH Zurich
14:20
20m
Demonstration
Vetting API Usages in C Programs with IMCheckerDemos
ICSE Demonstrations
Zuxing Gu School of Software, Tsinghua University, Jiecheng Wu Tsinghua University, Li Chi Tsinghua University, Min Zhou Tsinghua University, Yu Jiang , Ming Gu Tsinghua University, Jiaguang Sun
Pre-print
14:40
20m
Talk
PIVOT: Learning API-Device Correlations to Facilitate Android Compatibility Issue DetectionACM SIGSOFT Distinguished Artifact AwardArtifacts AvailableArtifacts Evaluated ReusableTechnical Track
ICSE Technical Track
Lili Wei The Hong Kong University of Science and Technology, Yepang Liu Southern University of Science and Technology, Shing-Chi Cheung Department of Computer Science and Engineering, The Hong Kong University of Science and Technology
Pre-print
15:00
20m
Talk
SafeCheck: Safety Enhancement of Java Unsafe APITechnical Track
ICSE Technical Track
Shiyou Huang Texas A&M University, Jianmei Guo Alibaba Group, Sanhong Li Alibaba Inc., Xiang Li Alibaba, Yumin Qi Alibaba, Kingsum Chow , Jeff Huang Texas A&M University
15:20
10m
Talk
Discussion Period
ICSE Papers

16:00 - 17:20
16:00
20m
Talk
FOCUS: A Recommender System for Mining API Function Calls and Usage PatternsArtifacts AvailableArtifacts Evaluated ReusableTechnical Track
ICSE Technical Track
Phuong T. Nguyen University of L’Aquila, Juri Di Rocco Università di L'Aquila, Davide Di Ruscio University of L'Aquila, Lina Ochoa , Thomas Degueule CWI, Netherlands, Massimiliano Di Penta University of Sannio
Pre-print
16:20
20m
Talk
DRONE: A Tool to Detect and Repair Directive Defects in Java APIs DocumentationDemos
ICSE Demonstrations
Yu Zhou , Xin Yan Nanjing University of Aeronautics and Astronautics, Taolue Chen Birkbeck, University of London, Sebastiano Panichella Zurich University of Applied Science/University of Zurich, Harald Gall University of Zurich
16:40
20m
Talk
MULAPI: A Tool for API Method and Usage Location RecommendationDemos
ICSE Demonstrations
Congying Xu Yangzhou University, Bosen Min Yangzhou University, Xiaobing Sun Yangzhou University, Jiajun Hu The Hong Kong University of Science and Technology, Bin Li Yangzhou University, Yucong Duan Hainan University
17:00
10m
Talk
API FluencyNIER
ICSE New Ideas and Emerging Results
Romain Robbes Free University of Bozen-Bolzano, Mircea F. Lungu University of Groningen, Andrea Janes
17:10
10m
Talk
Discussion Period
ICSE Papers

Sat 25 May

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Room8:00309:003010:003011:003012:003013:003014:003015:003016:003017:0030
Duluth

Sun 26 May

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Room9:003010:003011:003012:003013:003014:003015:003016:003017:0030
Duluth

Mon 27 May

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Room9:003010:003011:003012:003013:003014:003015:003016:003017:0030
Duluth

Tue 28 May

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Room9:003010:003011:003012:003013:003014:003015:003016:003017:0030
Duluth

Sat 25 May

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Room8:001530459:0015304510:0015304511:0015304512:0015304513:0015304514:0015304515:0015304516:0015304517:00153045
Duluth
SEAMS
Opening
08:45 - 09:00

Wed 29 May

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Room11:0015304512:0015304513:0015304514:0015304515:0015304516:0015304517:00153045
Duluth