{"id":833,"date":"2025-02-07T12:16:53","date_gmt":"2025-02-07T11:16:53","guid":{"rendered":"https:\/\/www.hsu-hh.de\/dataeng\/?page_id=833"},"modified":"2025-11-18T16:51:58","modified_gmt":"2025-11-18T15:51:58","slug":"publications","status":"publish","type":"page","link":"https:\/\/www.hsu-hh.de\/dataeng\/en\/research\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"\n

2025<\/h2>\n\n\n\n
\"Publikation<\/div>
MontoFlow\u2013A Maritime Ontology Framework for Modeling Ship Sensory Systems<\/a>
Pavle Ivanovic, Simon Burbach, Maria Maleshkova
International Semantic Web Conference, 276-294<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
Benchmarking ResNet for Short-Term Hypoglycemia Classification with DiaData
<\/a>Beyza Cinar, Maria Maleshkova
arXiv preprint arXiv:2511.02849<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
Imputing missing multi-sensor data in the healthcare domain: A systematic review
<\/a>Vaibhav Gupta, Florian Grensing, Beyza Cinar, Maria Maleshkova
Image and Vision Computing<\/em><\/div><\/div>\n\n\n\n
\"Publikation<\/div>
VitaStress: A Multimodal Dataset for Stress Detection
<\/a>Paul Schreiber, Simon Burbach, Beyza Cinar, Lennart Mackert, Maria Maleshkova
Proceedings of the 27th International Conference on Multimodal Interaction<\/em><\/div><\/div>\n\n\n\n
\"Publikation<\/div>
<\/a>Breaking Free: Decoupling Forced Systems with Laplace Neural Networks<\/a>
Bernd Zimmering, Cec\u00edlia Coelho, Vaibhav Gupta, Maria Maleshkova, Oliver Niggemann
Joint European Conference on Machine Learning and Knowledge Discovery in Databases<\/em><\/div><\/div>\n\n\n\n
\"Publikation<\/div>
<\/a>CPSWatch: Lightweight Ontology for System Description and Diagnosis<\/a>
Bj\u00f6rn Ludwig, Maria Maleshkova, Oliver Niggemann
2025 IEEE 30th International Conference on Emerging Technologies and Factory Automation (ETFA)<\/em><\/div><\/div>\n\n\n\n
\"Publikation<\/div>
<\/a>MicroLabVR: Interactive 3D Visualization of Simulated Spatiotemporal Microbiome Data in Virtual Reality<\/a>
Simon Burbach, Maria Maleshkova, Florian Centler, Tanja Joan Schmidt
arXiv preprint arXiv:2508.21736<\/em><\/div><\/div>\n\n\n\n
\"Publikation<\/div>
<\/a>Stress Detection from Multimodal Wearable Sensor Data<\/a>
Paul Schreiber, Beyza Cinar, Lennart Mackert, Maria Maleshkova
arXiv preprint arXiv:2508.09160<\/em><\/div><\/div>\n\n\n\n
\"Publikation<\/div>
<\/a>Presenting DiaData for Research on Type 1 Diabetes<\/a>
Beyza Cinar, Maria Maleshkova
arXiv preprint arXiv:2508.09160<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
<\/a>Evaluating Imputation Techniques for Short-Term Gaps in Heart Rate Data<\/a>
Vaibhav Gupta, Maria Maleshkova
arXiv preprint arXiv:2508.08268<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
<\/a>Regression-Based Approach to Anxiety Estimation of Spider Phobics During Behavioural Avoidance Tasks<\/a>
Florian Grensing, Vanessa Schm\u00fccker, Anne Sophie Hildebrand, Tim Klucken, Maria Maleshkova
arXiv preprint arXiv:2507.13795<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
VitaStress\u2013Multimodal Vital Signs for Stress Detection<\/a>
Paul Schreiber, Beyza Cinar, Lennart Mackert, Maria Maleshkova
International Conference on Human-Computer Interaction, 205-215<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
Deep Learning-Based Hypoglycemia Classification Across Multiple Prediction Horizons<\/a>
Beyza Cinar, Jennifer Daniel Onwuchekwa, Maria Maleshkova
arXiv preprint arXiv:2504.00009<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
Laplace-Net: Learning Dynamical Systems with External Forcing<\/a>
Bernd Zimmering, Cec\u00edlia Coelho, Vaibhav Gupta, Maria Maleshkova, Oliver Niggemann
arXiv preprint arXiv:2503.13158<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
Using Physiological Data to Evaluate Anxiety Responses During Different Behavioural Avoidance Tests<\/a>
Florian Grensing, Vanessa Schm\u00fccker, Anne Sophie Hildebrand, Tim Klucken, Maria Maleshkova
2025 IEEE International Conference on Artificial Intelligence and eXtended and Virtual Reality (AIxVR)<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
ISPAAD: Integrated Stress, Physical Activity, and Amusement Dataset<\/a>
Paul Schreiber, Maria Maleshkova
BIO Web of Conferences 195, 01003<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
AISHIP: An Ontology for Extended Vessel Representation and Multimodal Data Integration<\/a>
Simon Burbach, Lennart Mackert, Maria Maleshkova
ISWC 2025 Companion Volume, November 2\u20136, 2025, Nara, Japan<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
Beyond Accuracy: Assessment of Statistical Imputation Techniques for Heart Rate Data<\/a>
Vaibhav Gupta, Maria Maleshkova
BIO Web of Conferences 195, 03002<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
ReBAT: Regression-Based Anxiety Recognition during Be-havioural Avoidance Tasks<\/a>
Florian Grensing, Vanessa Schm\u00fccker, Anne Sophie Hildebrand, Tim Klucken, Maria Maleshkova
BIO Web of Conferences 195, 01002<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
MQTT4SSN: An Ontology for the MQTT Message Protocol<\/a>
Niklas Doerner, Maria Maleshkova
ISWC 2025 Companion Volume, November 2\u20136, 2025, Nara, Japan<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
MicroLabVR: A VR-Based Platform for Interactive 3D Microbiome Data Visualization<\/a>
Simon Burbach, Maria Maleshkova, Florian Centler, Tanja Joan Schmidt
BIO Web of Conferences 195, 02002<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
Physics-informed Neural Networks used for Structural Health Monitoring in Civil Infrastructures: State of Art and Current Challenges<\/a>
Vaibhav Gupta, Francesca Marsili, Sylvia Kessler, Maria Maleshkova
Proceedings of the 35th European Safety and Reliability & the 33rd Society for Risk Analysis Europe Conference<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
Physics-informed neural networks used for Structural Health Monitoring in civil infrastructures<\/a>
Vaibhav Gupta, Francesca Marsili, Sylvia Ke\u00dfler, Maria Maleshkova
35th European Safety and Reliability Conference (ESREL2025) and the 33rd Society for Risk Analysis Europe Conference (SRA-E 2025): proceedings<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
<\/a>DiaData: an integrated large dataset for type 1 diabetes and hypoglycemia research<\/a>
Beyza Cinar, Maria Maleshkova
Universit\u00e4tsbibliothek der HSU<\/abbr>\/UniBw H<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
<\/a>Conversational Question Answering over Knowledge Graphs<\/a>
Endri Kacupaj, Kuldeep Singh, Maria Maleshkova, Jens Lehmann
Event Analytics across Languages and Communities, 169<\/div><\/div>\n\n\n\n

2024<\/h2>\n\n\n\n
\"Publikation<\/div>
Frame\u2013a framework for objectively measuring fear based on physiological and psychological data<\/a>
Florian Grensing, Vanessa Schm\u00fccker, Anne Sophie Hildebrand, Tim Klucken, Maria Maleshkova
Current Directions in Biomedical Engineering 10 (4), 276-279<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
TRRRACED – Towards Reproducible, Replicable, and Reusable Affective Computing Experiments and Data<\/a>
Paul Schreiber, Florian Grensing, Maria Maleshkova
IEEE Cognitive Infocommunications (CogInfoCom 2024)<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
Transfer Learning in\u00a0Hypoglycemia Classification
<\/a>Beyza Cinar, Florian Grensing, Louisa van den Boom, Maria Maleshkova
Artificial Intelligence in Healthcare (AIiH2024)<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
Enhanced predictive monitoring of hypoglycemia in type 1 diabetes using shapelet-based analysis of wearable sensor data<\/a>
Jennifer I Daniel Onwuchekwa, Daniel Claus, Christian Weber, Maria Maleshkova
2024 IEEE 12th International Conference on Serious Games and Applications for Health (SeGAH)<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
Time to Hypoglycemia Prediction for Personalized Diabetes Care and Management<\/a>
Jennifer I Daniel Onwuchekwa, Beyza Cinar, Louisa van den Boom, Maria Maleshkova
2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
Enhancing Hypoglycemia Prediction in Type 1 Diabetes Through Semantic Knowledge Integration and Machine Learning Optimization<\/a>
Jennifer I Daniel Onwuchekwa, Christian Weber, Maria Maleshkova
European Semantic Web Conference, 33-44<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
Current directions in biomedical engineering: FRAME\u2013A FRAMEwork for Objectively Measuring Fear Based on Physiological and Psychological Data<\/a>
Florian Grensing, Vanessa Schm\u00fccker, Anne Sophie Hildebrand, Tim Klucken, Maria Maleshkova
De Gruyter<\/div><\/div>\n\n\n\n

2023<\/h2>\n\n\n\n
\"Publikation<\/div>
Development of a Standalone VR Application for the Simulation of Lower Extremity Amputations
<\/a>Lorena Stracke, Simon Burbach, Rebekka Jakob, Rainer Br\u00fcck, Tanja Joan Eiler
Advances in Digital Health and Medical Bioengineering. EHB 2023. IFMBE Proceedings, vol 111. (pp. 426\u2013433).<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
Conception And Implementation of an virtual Reality application for the evaluation of different types of commercially available haptic gloves<\/a>
Vanessa Schmuecker, Florian Grensing, Rebekka Jakob, Christian Gie\u00dfer, Rainer Br\u00fcck, Tanja Eiler
Current directions in biomedical engineering (2023)<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
Extension of an Existing VR Memory Training with Haptic Impressions due to a Haptic Vest<\/a>
Vanessa Schmuecker, Rebekka Jakob, Florian Grensing, Rainer Br\u00fcck, Tanja Eiler
Current directions in biomedical engineering (2023)<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
State-of-the-Art Analysis of Cuffless Methods for Blood Pressure Measurement
<\/a>Simon Burbach, Rainer Brueck, Alexander Keil
Advances in Digital Health and Medical Bioengineering. EHB 2023. IFMBE Proceedings, vol 109. (pp. 127\u2013134).<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
Virtual Heartbeats, Real Expertise \u2013 Concept and Implementation of a Virtual Reality ECG-Training-Simulator
<\/a>Simon Burbach, Annika Steiger, Neruna Yugarajah, Rainer Brueck, Tanja Joan Eiler
Advances in Digital Health and Medical Bioengineering. EHB 2023. IFMBE Proceedings, vol 109. \u00a0(pp. 631\u2013637).<\/div><\/div>\n\n\n\n

2022<\/h2>\n\n\n\n
\"Publikation<\/div>
Contrastive Representation Learning for Conversational Question Answering over Knowledge Graphs<\/a>
Endri Kacupaj, Kuldeep Singh, Maria Maleshkova, Jens Lehmann
31st ACM International Conference on Information and Knowledge Management (CIKM 2022)<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
An Answer Verbalization Dataset for Conversational Question Answering over Knowledge Graphs<\/a>
Endri Kacupaj, Kuldeep Singh, Maria Maleshkova, Jens Lehmann
arXiv preprint arXiv:2208.06734<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
Conversational Question Answering over Knowledge Graphs with Answer Verbalization
<\/a>Endri Kacupaj, Jens Lehmann, Maria Maleshkova
Dissertation<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
Semantic Digital Twins in the Industrial Internet of Things<\/a>
Sebastian Bader, Jens Lehmann, Maria Maleshkova
Dissertation<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
Behavioral Avoidance Test: Comparison between in vivo and virtual reality using questionnaires and psychophysiology<\/a>
Vanessa Schmuecker, Florian Grensing, Anne Sophie Hildebrand, Rebekka Jakob, Tanja Joan Eiler, Maria Maleshkova, Tim Klucken, Rainer Br\u00fcck
2022 IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR)<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
The Design of an Avatar in a Multiplayer Serious Game<\/a>
Rebekka Jakob, Vanessa Schmuecker, Tanja Joan Eiler, Florian Grensing, Rainer Br\u00fcck
Current directions in biomedical engineering (2022)<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
Suitability Testing of the LucidGloves Prototype 4 for Extended Reality Medical Teaching
<\/a>Simon Burbach,\u00a0Annika Steiger,\u00a0Christian Gie\u00dfer\u00a0<\/a>
Current Directions in Biomedical Engineering<\/em>,\u00a08<\/em>(2), 419-422.<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
Augmented Reality Application for Simulation of Mamma Palpation
<\/a>Annika Steiger, Simon Burbach,\u00a0Christian Gie\u00dfer\u00a0<\/a>
Current Directions in Biomedical Engineering<\/em>,\u00a08<\/em>(2), 419-422.<\/div><\/div>\n\n\n\n

2021<\/h2>\n\n\n\n
\"Publikation<\/div>
Customizable Memory Training in Virtual Reality with Personal Memoirs<\/a>
Vanessa Schmuecker, Tanja Joan Eiler, Armin Gr\u00fcnewald, Simon Forstmeier, Florian Grensing, Christian Gie\u00dfer, Rainer Brueck
2021 IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR)<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
Training Application for Ostomy Patients in Virtual Reality<\/a>
Florian Grensing, Armin Gruenewald, Tanja Joan EIler, Vanessa Schmuecker, Christian Gie\u00dfer, Rainer Brueck
2021 IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR)<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
VOGUE: Answer Verbalization through Multi-Task Learning<\/a>
Endri Kacupaj, Shyamnath Premnadh, Kuldeep Singh, Jens Lehmann, Maria Maleshkova
Machine Learning and Knowledge Discovery in Databases – European Conference, ECML PKDD 2021<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
Demographic Aware Probabilistic Medical Knowledge Graph Embeddings of Electronic Medical Records<\/a>
Aynur Guluzade, Endri Kacupaj, Maria Maleshkova
Artificial Intelligence in Medicine 2021 (AIME 2021)<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
The Semantic Web: 18th International Conference, ESWC 2021, Virtual Event, June 6\u201310, 2021, Proceedings<\/a>
Ruben Verborgh, Katja Hose, Heiko Paulheim, Pierre-Antoine Champin, Maria Maleshkova, Oscar Corcho, Petar Ristoski, Mehwish Alam
Springer Nature<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
Conversational Question Answering over Knowledge Graphs with Transformer and Graph Attention Networks<\/a>
Endri Kacupaj, Joan Plepi, Kuldeep Singh, Harsh Thakkar, Jens Lehmann, Maria Maleshkova
16th conference of the European Chapter of the Association for Computational Linguistics (EACL 2021)<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
Conversational question answering over knowledge graphs with transformer and graph attention networks<\/a>
Endri Kacupaj, Joan Plepi, Kuldeep Singh, Harsh Thakkar, Jens Lehmann, Maria Maleshkova
arXiv preprint arXiv:2104.01569<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
Grasping the terminology: Smart services, smart service systems, and cyber-physical systems<\/a>
Dominik Martin, Niklas K\u00fchl, Maria Maleshkova
Smart service management: Design guidelines and best practices, 7-21<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
Introduction to Smart Service Use Cases<\/a>
Maria Maleshkova, Niklas K\u00fchl, Philipp Jussen
Smart Service Management: Design Guidelines and Best Practices, 163-165<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
Introduction to Smart Service Management<\/a>
Maria Maleshkova, Niklas K\u00fchl, Philipp Jussen
Smart Service Management: Design Guidelines and Best Practices, 3-5<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
Preface of the Joint proceedings of the Poster & Demo Track and Workshop on ontology-driven conceptual modelling of digital twins co-located with SEMANTiCS 2021, 6th-9th of September 2021, Amsterdam, the Netherlands<\/a>
Maria Maleshkova, Ilaria Tiddi, Tassilo Pellegrini, Victor de Boer
2021 Joint of the Poster and Demo Track and Workshop on Ontology-Driven Conceptual Modelling of Digital Twins, Semantics P and Ds 2021<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
The semantic web: 18th International Conference: ESWC 2021: Proceedings<\/a>
Ruben Verborgh, Katja Hose, Heiko Paulheim, Pierre-Antoine Champin, Maria Maleshkova, Oscar Corcho, Petar Ristoski, Mehwish Alam
ESWC 2021: 18th International Conference<\/div><\/div>\n\n\n\n

2020<\/h2>\n\n\n\n
\"Publikation<\/div>
MLM: A Benchmark Dataset for Multitask Learning with Multiple Languages and Modalities<\/a>
Jason Armitage, Endri Kacupaj, Golsa Tahmasebzadeh, Swati, Maria Maleshkova, Ralph Ewerth, Jens Lehmann
29th ACM International Conference on Information & Knowledge Management (2020), S. 2967-2974<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
Training Multimodal Systems for Classification with Multiple Objectives<\/a>
Jason Armitage, Shramana Thakur, Rishi Tripathi, Jens Lehmann, Maria Maleshkova
17th Extended Semantic Web Conference (ESWC 2020)<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
SOLIOT – Decentralized Data Control and Interation for IoT<\/a>
Sebastian Bader, Maria Maleshkova
Future Internet (2020)<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
A Knowledge Graph for Industry 4.0<\/a>
Sebastian R. Bader, Irlan Grangel-Gonzalez, Priyanka Nanjappa, Maria-Esther Vidal, Maria Maleshkova
17th International Conference, ESWC 2020<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
VQuAnDa: Verbalization QUestion ANswering DAtaset<\/a>
Endri Kacupaj, Hamid Zafar, Jens Lehmann, Maria Maleshkova
17th International Conference, ESWC 2020<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
Data Representation and Reasoning<\/a>
Maria Maleshkova, Nicolas Seydoux
The Internet of Things: From Data to Insight, 79-90<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
The internet of things: from data to insight<\/a>
John Davies, Carolina Fortuna
John Wiley & Sons<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
Blockchain in transportation and logistics: Smart contracts and their applications<\/a>
Maria Maleshkova, A Kofod\u2011Petersen
Computers & Industrial Engineering 148, 106835<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
SOLIOT\u2014decentralized data control and interactions for IoT, Future Internet 12 (6)(2020) 105<\/a>
Sebastian R Bader, Maria Maleshkova<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
Smart service management: Design guidelines and best practices<\/a>
Philipp Jussen, Niklas K\u00fchl, Maria Maleshkova
Springer<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
Smart service management<\/a>
Maria Maleshkova, Niklas K\u00fchl, Philipp Jussen
Springer<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
Towards Integrated Data Control for Digital Twins in Industry 4.0.<\/a>
Sebastian R Bader, Maria Maleshkova
SeDiT@ ESWC<\/div><\/div>\n\n\n\n

2019<\/h2>\n\n\n\n
\"Publikation<\/div>
The Semantic Administration Shell<\/a>
Sebastian R. Bader, Maria Maleshkova
arXiv preprint arXiv:1909.00690<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
Structuring Reference Architectures for the Industrial Internet of Things<\/a>
Sebastian R. Bader, Maria Maleshkova, Steffen Lohmann
Future internet, 07\/2019, Band 11, Ausgabe 7<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
Virtual Representations for Iterative IoT Deployment<\/a>
Sebastian R. Bader, Maria Maleshkova
arXiv preprint arXiv:1903.00718<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
RESTful or RESTless – Current State of Today’s Top Web APIs<\/a>
Frederik Buelthoff, Maria Maleshkova
arXiv preprint arXiv:1902.10514<\/div><\/div>\n\n\n\n
\"Publikation<\/div>
Smart Web Services (SmartWS) – The Future of Services on the Web<\/a>
Maria Maleshkova, Patrick Phillipp, York Sure-Vetter, Rudi Studer
arXiv preprint arXiv:1902.00910<\/div><\/div>\n\n\n\n

2018<\/h2>\n\n\n
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2017<\/h2>\n\n\n
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2016<\/h2>\n\n\n
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2015<\/h2>\n\n\n
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2014<\/h2>\n\n\n
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2013<\/h2>\n\n\n
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2012<\/h2>\n\n\n
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2011<\/h2>\n\n\n
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2010<\/h2>\n\n\n
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2009<\/h2>\n\n\n
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<\/p>\n","protected":false},"excerpt":{"rendered":"

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