THE 26TH INTERNATIONAL CONFERENCE ON CASE-BASED REASONINGICCBR 2018

WELCOME TO ICCBR 2018

July 9th toJuly 12th 2018

StockholmSweden

PROFESSOR HECTOR MUÑOZ-AVILA WEDNESDAY, JULY 11TH TITLE: ADAPTIVE GOAL-DRIVEN AUTONOMY

Héctor Muñoz-Avila is a professor of Computer Science and Engineering at Lehigh University. Dr. Muñoz-Avila is recipient of a National Science Foundation (NSF) CAREER award, two papers awards and held a Lehigh Class of 1961 Professorship. He has been chair for various international scientific meetings including the Sixth International Conference on Case-Based Reasoning (ICCBR-05) and the twenty-fifth Innovative Applications of AI Conference (IAAI-13). Dr. Muñoz-Avila served as a program director for Robust Intelligence at the National Science Foundation (NSF), where he managed the AI and ML portfo-lios and co-spearheaded efforts related to self-monitoring systems. He is/has been funded by the Office of Naval Research (ONR), the National Science Foundation (NSF), the Defense Advanced Research Projects Agency (DARPA), the Naval Research Laboratory (NRL) and the Air Force Research Laboratory (AFRL). He holds a PhD (Dr. rer. nat.) in computer science from the Universität Kaiserslautern (Germany), an MS in computer science, a BS in Mathematics and a BS in computer Science from the Universidad de los Andes (Colombia).

INVITED SPEAKERS

PROFESSOR DANICA KRAGIC THURSDAY, JULY 12TH TITLE: ROBOTS ACTING IN THE REAL WORLD AND GATHERING EXPERIENCE

Danica Kragic is a Professor at the School of Computer Science and Communication at the Royal Institute of Technology, KTH. She received her MSc in Mechanical Engineering from the Technical University of Rijeka, Croatia in 1995 and her PhD in Computer Science from KTH in 2001. She has been a visiting re-searcher at Columbia University, Johns Hopkins University and INRIA Rennes. She is the Director of the Centre for Autonomous Systems. Danica received the 2007 IEEE Robotics and Automation Society Early Academic Career Award. She is a member of the Royal Swedish Academy of Sciences, Royal Swedish Academy of Engineering Sciences and Young Academy of Sweden. She holds an Honorary Doctorate from the Lappeenranta University of Technology. She chaired IEEE RAS Technical Committee on Computer and Robot Vision and served as an IEEE RAS AdCom member. Her research is in the area of robotics, computer vision and machine learning. In 2012, she received an ERC Starting Grant. Her research is sup-ported by the EU, Knut and Alice Wallenberg Foundation, Swedish Foundation for Strategic Research and Swedish Research Council. She is an IEEE Fellow.

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WELCOME TO ICCBR 2018 PROGRAM JULY 9TH TO JULY 12THMONDAY JULY 9 TUESDAY JULY 10 Wednesday JULY 11 THURSDAY JULY 12

08.00-08.30 Registration, entrance Hall B

08.30-09.00 Registration, entrance Hall B

08.30-09.00 Registration, entrance Hall B

11.00 Social meet-up.Boat trip to Fjäderholmarna an island in the Stockholm archipelago.*

08.30-10.00 WS Session 1 & Doctoral ConsortiumRooms: K12, K13, K14

09.00-10.00 Invited Talk: Professor Héctor Muñoz-AvilaRoom: K16

09.00-10.00 Invited Talk: Professor Danica Kragic Room: K16

16.30-18.00 DC openingSkybar Top Talk, Scandic Talk Hotel

10.00-10.30 Coffee Break 10.00-10.30 Coffee Break 10.00-10.30 Coffee Break

18.00-21.00 Evening Social ActivityDinner at Scandic Talk Hotel

10.30-12.00 WS Session 2 & Doctoral ConsortiumRooms: K12, K13, K14

10.30-12.10 Session 1Isabelle Bichindaritz, 4 papersRoom: K16

10.30-12.10 Session 3, Special Track:Computational Analogy, Fadi Badra, 4 papers, Room: K16

12.00-13:00 Lunch (Scandic Talk) 12.10-13:10 Lunch (Scandic Talk)

12.10-13:10 Lunch (Scandic Talk)

13.00-14.00 Panel discussionRoom: K12

13.10-14.25 Session 2David Aha, 3 papers, Room: K16

13.00-13.50 PC MeetingRoom: K16

14.00-15.30 WS Session 3 & Doctoral ConsortiumRooms: K12, K13, K14

14.25-15.30 Poster Talks22 postersRoom: K16

13.50-15.30 Session 4David Leake, 4 papersRoom: K16

15.30-16.00 Coffee Break 15.30-16.00 Coffee BreakRoom: Hall B

15.30-16.00 Coffee BreakRoom: Hall B

16.00-17.30 WS Session 4 & Doctoral ConsortiumRooms: K12, K13, K14

16.00-17.00 Poster SessionRoom: Hall B, numbers 8-13 and 22-27

16.00-16.50 Session 5Ian Watson, 2 papersRoom: K16

* See iccbr18.com/boattrip for details.

18.00-21.00 Welcome Reception Skybar Top Talk, Scandic Talk Hotel

18.00-21.30 Conference Dinner @Solliden. Bus leaving Älvsjö 18:00. Bus leaving Solliden 21:30

16.50-17.50 Community meetingRoom: K16

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FACILITY MAP STOCKHOLMSMÄSSAN

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WORKSHOPS AND DOCTORAL CONSORTIUM JULY 10TH FACILITY MAP STOCKHOLMSMÄSSANTIME WORKSHOPS

ROOM: K12WORKSHOPS ROOM: K13

DOCTORAL CONSORTIUMROOM: K14

08.30-10.00 RATIC - Reasoning About Time in CBR

KBS - Knowledge-Based Systems in Computational Design and Media (joint workshop)

CBRML - Synergies between CBR & Machine Learning

EvoCBR - Evolutionary Computation and CBR(joint workshop)

Career Cases: Tips for CBR Doctoral Students, Invited Talk by David Leake

Entering a New World: The Minimal Amount of Knowledge to Act as a Trustworthy Adviser Using Case-Based Explanations in a New Domain, Jakob Michael Schoenborn. Mentor: David Leake

10.30-12.00 XCBRCase-Based Reasoning for the Explanation of Intelligent Systems

CBRML - Synergies between CBR & Machine Learning

EvoCBR - Evolutionary Computation and CBR(joint workshop)

Personalized Treatment Recommendation for Non-Specific Musculoskeletal Disorders in Primary Care Using Case-Based Reasoning, Amar Jaiswal. Mentor: Michael Floyd

Reasoning with Multi-Modal Sensor Streams for m-Health Applications, Anjana Wijekoon. Mentor: Isabelle Bichindaritz

The Writer’s Mentor, Eriya Terada. Mentor: Antonio A. Sanchez-Ruiz

14.00-15:30 XCBRCase-Based Reasoning for the Explanation of Intelligent Systems

CBRDLCase-Based Reasoning and Deep Learning

Case-Based Explanation for Goal Monitoring, Zohreh Dannenhauer. Mentor: Kerstin Bach

Recommender Systems and Explanations Based on Interaction Graphs and Link Prediction Techniques, Marta Caro-Martinez. Mentor: Jean Lieber

CBR for Imitating the Human Playing Style in Ms. Pac-Man, Maximiliano Miranda. Mentor: Stelios Kapetanakis

16.00-17.30 XCBRCase-Based Reasoning for the Explanation of Intelligent Systems

RATIC

KBS

(joint workshop)

Ask the Mentors!Open Q&A with a Panel of our MentorsAll students at ICCBR are encouraged to attend!

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SESSIONS 1 & 2 JULY 11TH

TIME MAIN TECHNICAL PROGRAM - SESSION 1, Room: K16

10.30-10.55

Segmentation of Kidneys Deformed by Nephroblastoma using Case-Based ReasoningFlorent Marie, Lisa Corbat, Thibault Delavelle, Yann Chaussy, Julien Henriet and Jean-Christophe Lapayre

10.55-11.20

Answering with Cases: A CBR Approach to Deep LearningKareem Amin, Stelios Kapetanakis, Klaus-Dieter Althoff, Andreas Dengel and Miltos Petridis

11.20-11:45

Explainable Distributed Case-based Support Systems: Patterns for Enhancement and Validation of Design RecommendationsViktor Eisenstadt, Ada Mikyas, Christian-Alejandro Espinoza-Stapelfeld and Klaus-Dieter Althoff

11.45-12.10

Exploration and Exploitation in Case-Base Maintenance: Leverage Competence-Based Deletion with Ghost CaseDavid Leake and Brian Schack

TIME MAIN TECHNICAL PROGRAM - SESSION 2, Room: K16

13.10-13.35

Investigating Textual Case-Based XAIRosina O Weber, Adam J Johs, Jianfei Li and Kent Huang

13.35-14.00

Tangent Recognition and Anomaly Pruning to TRAP Off-Topic Questions in Conversational Case-Based DialoguesVahid Eyorokon, Pratyusha Yalamanchili and Michael Cox

14.00-14:25

Embedded Word Representations for Rich Indexing: A Case Study for Medical RecordsKatherine Metcalf and David Leake

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SESSIONS 1 & 2 JULY 11TH POSTER TALKS, TITLES AND AUTHORS JULY 11TH

TitlesTime: 14.25-15.30

Authors Room: K16

A Textual Recommender System for Clinical Data Philipp Andreas Hummel, Frank Jäkel, Sascha Lange and Roland Mertelsmann

AI-VT: An example of CBR that generates a variety of solutions to the same problem

Julien Henriet and Françoise Greffier

An Effective Method for Identifying Unknown Unknowns with Noisy Oracle

Bo Zheng, Xin Lin, Yanghua Xiao, Jing Yang and Liang He

Case base elicitation for a context-aware recommender system

Jose Luis Jorro Aragoneses, Guillermo Jimenez-Díaz, Juan Antonio Recio-Garcia and Belen Diaz-Agudo

Case-based Data Masking for Software Test Management

Mirjam Minor, Alexander Herborn and Dierk Jordan

CEC-Model: A new competence model for CBR systems based on the belief function theory

Safa Ben Ayed, Zied Elouedi and Eric Lefevre

Combining Case-based Reasoning with Complex Event Processing for Network Traffic Classification

Manuel Grob, Martin Kappes and Inmaculada Medina-Bulo

Considering Nutrients during the Generation of Recipes by Process-oriented Case-based Reasoning

Christian Zeyen, Maximilian Hoffmann, Gilbert Müller and Ralph Bergmann

Dynamic Case Bases and the Asymmetrical Weighted One-Mode Projection

Rotem Stram, Pascal Reuss and Klaus-Dieter Althoff

Dynamic detection of radical profiles in social networks using image feature descriptors and a Case-Based Reasoning methodology

Daniel López-Sánchez, Juan M. Corchado and Angélica Gonzalez Arrieta

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POSTER TALKS, TITLES AND AUTHORS JULY 11TH

TitlesTime: 14.25-15.30

Authors Room: K16

FITsense: Multi-Modal Sensors in Smart Homes to Predict Falls

Stewart Massie, Glenn Forbes, Susan Craw, Lucy Fraser and Graeme Hamilton

Harnessing Hundreds of Millions of Cases: Issues and Solutions for Case-Based Prediction at Industrial Scale

Vahid Jalali and David Leake

Modelling Similarity for Comparing Physical Activities Profiles - A Data-driven Approach

Deepika Verma, Kerstin Bach and Paul Jarle Mork

Novel Object Discovery using Case-Based Reasoning and Convolutional Neural Networks

Jt Turner, Michael Floyd, Kalyan Gupta and David Aha

Perks of Being Lazy: Boosting Retrieval Performance Mehmet Oguz Mulayim and Josep Lluis Arcos

Special Track Analogy: A Fast Mapper as a Foundation for Forthcoming Conceptual Blending Experiments

João Gonçalves, Pedro Martins and F. Amílcar Cardoso

Special Track Analogy: On the Role of Similarity in Analogical Transfer

Fadi Badra, Karima Sedki and Adrien Ugon

Special Track Analogy: Predicting preferences by means of analogical proportions

Myriam Bounhas, Marc Pirlot and Henri Prade

Special Track Analogy: Production of Large Analogical Clusters from Smaller Example Seed Clusters using Word Embeddings

Yuzhong Hong and Yves Lepage

The Case for Case Based Learning Isabelle Bichindaritz

The SECCO Ontology for the Retrieval and Generation of Security Concepts

Andreas Korger and Joachim Baumeister

Why did Naethan pick Android over Apple?: Exploiting Trade-offs in Learning User Preferences

Anbarasu Sekar, Devi Ganesan and Sutanu Chakraborti

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POSTER TALKS, TITLES AND AUTHORS JULY 11TH SESSIONS 3, 4 AND 5 JULY 12TH

TIME SPECIAL TRACK: COMPUTATIONAL ANALOGY – SESSION 3 Room: K16

10.30-10.55 Making the best of cases by approximation, interpolation and extrapolation, Jean Lieber, Emmanuel Nauer, Henri Prade and Gilles Richard

10.55-11.20 Case-Based Translation: First Steps from a Knowledge-Light Approach Based on Analogy to a Knowledge-Intensive One, Yves Lepage and Jean Lieber

11.20-11:45 Experiments in Learning to Solve Formal Analogical Equations, Rafik Rhouma and Philippe Langlais

11.45-12.10 Opening the Parallelogram: Considerations on Non-Euclidean Analogies, Pierre-Alexandre Murena, Antoine Cornuéjols and Jean-Louis Dessalles

TIME MAIN TECHNICAL PROGRAM - SESSION 4, Room: K16

13.50-14.15 Case Based Reasoning as a Model for Cognitive Artificial Intelligence, Susan Craw and Agnar Aamodt

14.15-14.40 Bayesian-Supported Retrieval in BNCreek: A Knowledge-Intensive Case-Based Reasoning System, Hoda Nikpour, Agnar Aamodt and Kerstin Bach

14.40-15:05 A CBR Approach for Imitating Human Playing Style in Ms. Pac-Man Video Game, Maximiliano Miranda, Antonio A. Sánchez-Ruiz and Federico Peinado

14.05-15.30 Personalised Human Activity Recognition Using Matching Networks, Sadiq Sani, Nirmalie Wiratunga, Stewart Massie and Kay Cooper

TIME MAIN TECHNICAL PROGRAM - SESSION 5, Room: K16

16.00-16.25 Improving kNN for Human Activity Recognition with Privileged Learning using Translation Models, Anjana Wijekoon, Nirmalie Wiratunga, Sadiq Sani, Stewart Massie and Kay Cooper

16.25-16.50 An Analysis of Case Representations for Marathon Race Prediction & Planning, Barry Smyth

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ORGANISING COMMITTEES

PROGRAM CO-CHAIRS Michael T. Cox, Wright State University Peter Funk, Mälardalen University Shahina Begum, Mälardalen University

LOCAL CHAIRMobyen Ahmed, Mälardalen University

SPONSORSHIP CHAIR Nirmalie Wiratunga, Robert Gordon Univer-sity, UK

PUBLICITY Dustin Dannenhauer, Naval Research Labora-tory, USA

WORKSHOPS CHAIR Mirjam Minor, Goethe University, Germany

DOCTORAL CONSORTIUM Cindy Marling, Ohio University, USA Antonio Sanchez, Universidad Complutense de Madrid, Spain

SPECIAL TRACK Irina Rabkina, Northwestern University, USA Pierre-Alexandre Murena, Telecom ParisTech, France Fadi Badra, Université Paris 13, France

VIDEO COMPETITION Michael Floyd, Knexus Research, USA Brian Schack, Indiana University, USA

XCBR: CASE-BASED REASONING FOR THE EXPLANATION OF INTELLIGENT SYSTEMS Belen Diaz Agudo, Universidad Complutense de Madrid, Spain Juan Recio-Garcia, Universidad Complutense de Madrid, Spain

CBRDL: CASE-BASED REASONING AND DEEP LEARNING Sadiq Sani, Robert Gordon University, UK Stewart Massie, Robert Gordon University, UK Nirmalie Wiratunga, Robert Gordon University, UK

WORKSHOP ON SYNERGIES BETWEEN CBR AND MACHINE LEARNING Isabelle Bichindaritz, SUNY Oswego, USA Cindy Marling, Ohio University, USA Stefania Montani, University of Piemonte Orientale, Italy

WORKSHOP ON EVOLUTIONARY COMPUTATION AND CBR – EVOCBR 2018 Hayley Borck, Adventium Labs, USA Kerstin Bach, Norwegian University of Science and Technology, Norway

WORKSHOP ON REASONING ABOUT TIME IN CBR – RATIC 2018 Odd Erik Gundersen, Norwegian University of Science and Technology, Norway Bjørn Magnus Mathiesen, Norwegian University of Science and Technology, Norway Miltos Petridis, Middlesex University, UK

KNOWLEDGE-BASED SYSTEMS IN COMPUTATIONAL DESIGN AND MEDIA Viktor Eisenstadt, University of Hildesheim, Germany Klaus-Dieter Althoff, University of Hildesheim, DFKI, Germany

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ORGANISING COMMITTEES

SPONSORS:

ORGANISERS AND SPONSORS

ORGANISERS:

iccbr18.com

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THE 26TH INTERNATIONAL CONFERENCE ON CASE-BASED REASONINGICCBR 2018