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• 2025

  Enhancing In-Memory Spatial Indexing with Learned Search

  Pandey, V., Van Renen, A., Zacharatou, E. T., Kipf, A., Sabek, I., Ding, J., Markl, V. & Kemper, A., feb. 2025, Datenbanksysteme für Business, Technologie und Web (BTW 2025). Gesellschaft für Informatik, s. 281-308

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

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• Modyn: Data-Centric Machine Learning Pipeline Orchestration

  Böther, M., Robroek, T. T., Gsteiger, V., Holzinger, R., Ma, X., Tözün, P. & Klimovic, A., 1 feb. 2025, I: Proc. ACM Manag. Data. 3, 1

  Publikation: Artikel i tidsskrift og konference artikel i tidsskrift › Tidsskriftartikel › Forskning › peer review

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  • Data-driven Machine Learning 100%
  • Selection Policy 75%
  • Triggering Policy 75%
  • Training pipeline 25%
  • Fair Comparison 25%

• Resource-Efficient Machine Learning (Dagstuhl Seminar 24311)

  Balmau, O., Boehm, M., Klimovic, A., Pietzuch, P. R. & Tözün, P., 14 feb. 2025, I: Dagstuhl Reports. 14, 7, s. 153-169 17 s.

  Publikation: Artikel i tidsskrift og konference artikel i tidsskrift › Tidsskriftartikel › Forskning

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  • Resource-efficient Machine Learning 100%
  • Learning Resources 10%
  • Job Scheduling 10%
  • Deep Learning Compiler 10%
  • Scheduling Management 10%

• The Five-Minute Rule for the Cloud: Caching in Analytics Systems

  Duwe, K., Anadiotis, A., Lamb, A., Lersch, L., Leskes, B., Ritter, D. & Tözün, P., 2025, Conference on Innovative Data Systems Research. Conference on Innovative Data Systems Research

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

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  • Analytics Systems 100%
  • Design Space 50%
  • System Designer 50%
  • Review Paper 50%
  • System Architect 50%
• 2024

  [Citation needed] Data usage and citation practices in medical imaging conferences

  Sourget, T., Akkoç, A., Winther, S., Lyngbye Galsgaard, C., Jiménez Sánchez, A., Juodelyte, D., Petitjean, C. & Cheplygina, V., 2024, Medical Imaging with Deep Learning (MIDL). s. 1-22

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

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  • Data Citation 100%
  • Data Usage 100%
  • Citation Practices 100%
  • Dataset Usage 100%
  • Medical Imaging 100%

• Analysis of Geospatial Data Loading

  Wachs, A. & Zacharatou, E. T., 9 jun. 2024, DBTest '24: Proceedings of the Tenth International Workshop on Testing Database Systems. Association for Computing Machinery, s. 36-42 7 s.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

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  Fil

  • Spatial Data 100%
  • Data Loading 100%
  • Data Type 100%
  • Geospatial Data 100%
  • File Format 83%

• An Analysis of Collocation on GPUs for Deep Learning Training

  Robroek, T. T., Yousefzadeh-Asl-Miandoab, E. & Tözün, P., 2024, Proceedings of the 4th Workshop on Machine Learning and Systems, EuroMLSys 2024, Athens, Greece, 22 April 2024. Association for Computing Machinery, s. 81-90 10 s.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

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  • Training Model 100%
  • Collocation 100%
  • Deep Learning Training 100%
  • Multi-Process Service 100%
  • Graphics Processing Unit 100%

• Assisted design of data science pipelines

  Redyuk, S., Kaoudi, Z. & Markl, V., 2024, I: The VLDB Journal. 33, 4

  Publikation: Artikel i tidsskrift og konference artikel i tidsskrift › Tidsskriftartikel › Forskning › peer review

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  • Data Science pipelines 100%
  • Assisted Design 100%
  • Data Preprocessing 100%
  • Automated Machine Learning 100%
  • Machine Learning Solutions 66%

• Copycats: the many lives of a publicly available medical imaging dataset

  Jiménez Sánchez, A., Avlona, N.-R., Juodelyte, D., Sourget, T., Vang-Larsen, C., Rogers, A., Zajac, H. D. & Cheplygina, V., 26 sep. 2024, Advances in Neural Information Processing Systems 38 (NeurIPS 2024) : Datasets and Benchmarks Track. 2024 udg. Bind NeurIPS. 22 s.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

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  • Publicly Available 100%
  • Medical Imaging 100%
  • Copycat 100%
  • Artificial Intelligence 100%
  • Open Data 100%

• Counting Butterflies in Fully Dynamic Bipartite Graph Streams

  Papadias, S., Kaoudi, Z., Pandey, V., Quiane Ruiz, J.-A. & Markl, V., 2024, 2024 IEEE 40th International Conference on Data Engineering (ICDE). IEEE

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

• Dataset Distribution Impacts Model Fairness: Single Vs. Multi-task Learning

  Raumanns, R., Schouten, G., Pluim, J. P. W. & Cheplygina, V., 2024, MICCAI Workshop on Fairness of AI in Medical Imaging (MICCAI FAIMI). 15198 udg. Springer, Bind LNCS .

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

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  • Dataset Distribution 100%
  • Impact Model 100%
  • Gender Bias 100%
  • Model Fairness 100%
  • Learning Task 100%

• Delilah: Efficient eBPF Offload for Integrated Data Pipelines on Computational Storage

  Hedam, N., 25 okt. 2024, IT-Universitetet i København. 132 s. (ITU-DS; Nr. 228).

  Publikation: Bog / Antologi / Rapport / Ph.D.-afhandling › Ph.d.-afhandling

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  Fil

  • Memory Management 100%
  • Integrated Data 100%
  • Data Integration 100%
  • Computational Storage 100%
  • Data pipeline 100%

• Efficient Placement of Decomposable Aggregation Functions for Stream Processing over Large Geo-Distributed Topologies

  Chatziliadis, X., Tzirita Zacharatou, E., Eracar, A., Zeuch, S. & Markl, V., feb. 2024, I: Proceedings of the VLDB Endowment. 17, 6, s. 1501-1514 13 s.

  Publikation: Artikel i tidsskrift og konference artikel i tidsskrift › Tidsskriftartikel › Forskning › peer review

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  • Stream Processing 100%
  • Decomposable 100%
  • Geo-distributed 100%
  • Aggregation Function 100%
  • Distributed Topology 100%

• Evaluation of Sampling Methods for Discovering Facts from Knowledge Graph Embeddings

  Widyadhana Bhagaskoro, R., Markl, V. & Kaoudi, Z., 2024, EDBT. s. 664-675

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  • Knowledge Graph 100%
  • Knowledge Graph Embedding 100%
  • True or False 20%
  • Corpus of Knowledge 20%
  • Full Knowledge 20%

• Exploring connections of spectral analysis and transfer learning in medical imaging ...

  Lu, Y., Juodelyte, D., Victor, J. D. & Cheplygina, V., 2024, 11 s.

  Publikation: Bog / Antologi / Rapport / Ph.D.-afhandling › Rapport › Forskning › peer review

  Åben adgang

  • Power Spectrum Density 100%
  • Spectral Transfer 100%
  • Learning Transfer 100%
  • Spectral Analysis 100%
  • Spectrum Analysis 100%

• Metrics reloaded: recommendations for image analysis validation

  Maier-Hein, L., Reinke, A. & Metrics Reloaded Consortium , 2024, I: Nature Methods. s. 195–212 17 s.

  Publikation: Artikel i tidsskrift og konference artikel i tidsskrift › Tidsskriftartikel › Forskning › peer review

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  • Machine Learning Techniques 100%
  • Image Analysis 100%
  • Medical Image Analysis 100%
  • Image Level 100%
  • User Experience 50%

• Multi-Backend Zonal Statistics Execution with Raven

  Dusella, G., Gavriilidis, H., Nuhu, L., Markl, V. & Zacharatou, E. T., 9 jun. 2024, Companion of the 2024 International Conference on Management of Data. Association for Computing Machinery, s. 532–535 4 s. (SIGMOD/PODS '24).

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

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  • Raven 100%
  • Zonal Statistics 100%
  • Benchmarking 100%
  • Optimization Technique 50%
  • Execution Environments 50%

• Optimized CNN Architectures Benchmarking in Hardware-Constrained Edge Devices in IoT Environments

  Rosero-Montalvo, P. D., Tözün, P. & Hernandez, W., 2024, I: IEEE Internet Things J.. 11, 11, s. 20357-20366 10 s.

  Publikation: Artikel i tidsskrift og konference artikel i tidsskrift › Tidsskriftartikel › Forskning › peer review

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  • Edge Devices 100%
  • Internet of Things Environment 100%
  • Constrained Edge 100%
  • Optimized Convolutional Neural Network 100%
  • Convolutional Neural Network Architecture 100%

• Raster interval object approximations for spatial intersection joins

  Georgiadis, T., Zacharatou, E. T. & Mamoulis, N., 12 dec. 2024, I: The VLDB Journal. 34, 1, 25 s.

  Publikation: Artikel i tidsskrift og konference artikel i tidsskrift › Tidsskriftartikel › Forskning › peer review

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  • Polygon 100%
  • Raster 100%
  • Spatial Intersection 100%
  • Spatial Join 33%
  • Interval Approximation 33%

• Reaching the Edge of the Edge: Image Analysis in Space

  Bayer, R., Priest, J. & Tözün, P., 2024, Proceedings of the Eighth Workshop on Data Management for End-to-End Machine Learning, DEEM 2024, Santiago, AA, Chile, 9 June 2024. Association for Computing Machinery, s. 29-38 10 s.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

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  • Edge Devices 100%
  • Image Analysis 100%
  • Latency Constraint 100%
  • Edge Image 100%
  • Graphics Processing Unit 100%

• Resourceful Learning: Training More Models with Fewer Resources

  Robroek, T. T., 2024, IT-Universitetet i København. 127 s. (ITU-DS; Nr. 230).

  Publikation: Bog / Antologi / Rapport / Ph.D.-afhandling › Ph.d.-afhandling

  • Few Resources 100%
  • Processing pipeline 20%
  • Visualization Framework 20%
  • Parallel Tasks 20%
  • Flops 20%

• Surprise Benchmarking: The Why, What, and How

  Benson, L., Binnig, C., Bodensohn, J.-M., Lorenzi, F., Luo, J., Porobic, D., Rabl, T., Sanghi, A., Sears, R., Tözün, P. & Ziegler, T., 2024, Proceedings of the Tenth International Workshop on Testing Database Systems, DBTest 2024, Santiago, Chile, 9 June 2024. Association for Computing Machinery, s. 1-8 8 s.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

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  • Well-defined 100%
  • Data Management System 100%
  • TPC-C 100%
  • Complementary Approach 100%
  • TPC-H 100%

• Understanding metric-related pitfalls in image analysis validation

  Reinke, A., Maier-Hein, L., Tizabi, M. D. & Cheplygina, V., 2024, I: Nature Methods. 21, s. 182–194 12 s.

  Publikation: Artikel i tidsskrift og konference artikel i tidsskrift › Tidsskriftartikel › Forskning › peer review

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  • Image Analysis 100%
  • Artificial Intelligence 100%
  • Validation Metrics 75%
  • Access to Information 25%
  • Personal Strengths 25%
• 2023

  Apache Wayang: A Unified Data Analytics Framework

  Beedkar, K., Contreras-Rojas, B., Gavriilidis, H., Kaoudi, Z., Markl, V., Pardo-Meza, R. & Quiane Ruiz, J. A., 2 nov. 2023, I: SIGMOD Record. 52, 3, s. 30-35 5 s.

  Publikation: Artikel i tidsskrift og konference artikel i tidsskrift › Tidsskriftartikel › Forskning › peer review

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  Fil

  • APACHE 100%
  • Data Analytics Frameworks 100%
  • Wayang 100%
  • Data Analytics 100%
  • Data Platform 50%

• APRIL: Approximating Polygons as Raster Interval Lists

  Georgiadis, T., Zacharatou, E. T. & Mamoulis, N., 2023, 12 s.

  Publikation: Working paper › Forskning

  • Polygon 100%
  • Raster 100%
  • Approximation (Algorithm) 100%
  • Spatial Join 33%
  • Object Geometry 33%

• Artificial Intelligence in Science:Lessons from shortcomings in machine learning for medical imaging

  Cheplygina, V. & Varoquaux, G., 2023, Artificial Intelligence in Science : Challenges, Opportunities and the Future of Research. Organization for Economic Co-operation and Development (OECD)

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Bidrag til bog/antologi › Forskning › peer review

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• A Summary of ICDE 2022 Research Session Panels

  Bao, Z., Bouros, P., Cheng, R., Choi, B., Dignös, A., Ding, W., Fang, Y., Han, B., Hu, J., Khan, A., Lin, W., Lin, X., Long, C., Mamoulis, N., Pei, J., Renz, M., Shekhar, S., Shi, J., Zacharatou, E. T. & Wang, S. & 10 flere, Wang, X., Wang, X., Chi-Wing Wong, R., Yan, D., Yan, X., Yang, B., Yao, D., Zhang, C., Zhao, P. & Zhu, R., dec. 2023, I: {IEEE} Data Engineering Bulletin. Vol. 47, 4

  Publikation: Artikel i tidsskrift og konference artikel i tidsskrift › Tidsskriftartikel › Formidling

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  • International Conference 100%
  • Panel Discussion 100%
  • Data Engineering 100%
  • Data Management 100%
  • Number of Participants 33%

• A Survey of Trusted Computing Solutions Using FPGAs

  Rosero, P., István, Z. & Hernandez, W., 24 mar. 2023, I: IEEE Access.

  Publikation: Artikel i tidsskrift og konference artikel i tidsskrift › Tidsskriftartikel › Forskning › peer review

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  • Trusted Computing 100%
  • Field Programmable Gate Arrays 100%
  • Security Privacy 33%
  • Data Management 33%
  • Specialized Hardware 33%

• D6.3 Prototype and overview of data path optimizations and placement

  Bonnet, P., Paradies, M., Pestka, C., Hedam, N. & Krause, A., 2023

  Publikation: Bog / Antologi / Rapport / Ph.D.-afhandling › Rapport › Rådgivning

  Åben adgang

  • Optimization Technique 100%
  • hardware acceleration 100%
  • Storage Configuration 100%
  • Memory Configuration 100%
  • Computational Storage 33%

• Data Management and Visualization for Benchmarking Deep Learning Training Systems

  Robroek, T. T., Duane, A., Yousefzadeh-Asl-Miandoab, E. & Tözün, P., 2023, Proceedings of the Seventh Workshop on Data Management for End-to-End Machine Learning, DEEM 2023, Seattle, WA, USA, 18 June 2023. Association for Computing Machinery, s. 1:1-1:5 5 s.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

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  • Data Management 100%
  • Benchmarking 100%
  • Training System 100%
  • Scientific Visualization 100%
  • Computer Hardware 100%

• Data Pipes: Declarative Control over Data Movement

  Vogel, L., Ritter, D., Porobic, D., Tözün, P., Wang, T. & Lerner, A., 2023, Conference on Innovative Data Systems Research. 10 s.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

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  • Data Movement 100%
  • Storage Stack 100%
  • Data-driven Control 100%
  • Data Placement 100%
  • Computer Hardware 100%

• Delilah: eBPF-offload on Computational Storage

  Hedam, N., Clausen, M. T., Bonnet, P., Lee, S. & Larsen, K. F., 19 jun. 2023, International Workshop on Data Management on New Hardware (DaMoN). Seattle, Washington, USA

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

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  Fil

  • Storage Devices 100%
  • Computational Storage 100%
  • Design Decisions 100%
  • NVMe 100%
  • Code Offloading 100%

• Detecting Shortcuts in Medical Images — A Case Study in Chest X-rays

  Jiménez Sánchez, A., Juodelyte, D., Chamberlain, B. & Cheplygina, V., 2023.

  Publikation: Konferencebidrag - EJ publiceret i proceeding eller tidsskrift › Paper › Forskning › peer review

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  • Medical Image 100%
  • Chest X-ray 100%
  • Annotation 100%
  • Case Study 100%
  • Pneumothorax 100%

• Diversity, Equity and Inclusion Activities in Database Conferences: A 2022 Report

  Amer-Yahia, S., Agrawal, D., Amsterdamer, Y., Bhowmick, S. S., Bonifati, A., Borovica-Gajic, R., Camacho-Rodríguez, J., Catania, B., Chrysanthis, P. K., Curino, C., Darmont, J., Dobbie, G., Abbadi, A. E., Floratou, A., Freire, J., Jindal, A., Kalogeraki, V., Maiyya, S., Meliou, A. & Mohanty, M. & 15 flere, Omidvar-Tehrani, B., Özcan, F., Peterfreund, L., Rahayu, W., Sadiq, S., Sellami, S., Sirin, U., Tan, W.-C., Thuraisingham, B., Tian, Y., Tözün, P., Vargas-Solar, G., Yadwadkar, N. J., Zakhary, V. & Zhang, M., 2023, I: SIGMOD Rec.. 52, 2, s. 38-42 5 s.

  Publikation: Artikel i tidsskrift og konference artikel i tidsskrift › Tidsskriftartikel › Forskning › peer review

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  • Executive Body 100%
  • Leadership Role 100%
  • Digital Media 50%
  • Code of Conduct 50%
  • Scouting 50%

• Edge Artificial Intelligence for Internet of Things Devices: Open Challenges

  Alvear, V., Rosero, P., Lopez, V. & Peluffo, D., 22 jul. 2023, New Trends in Disruptive Technologies, Tech Ethics and Artificial Intelligence. Springer, Cham, Bind 1452. s. 312-319 7 s. (Advances in Intelligent Systems and Computing).

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  • Internet of Things Devices 100%
  • Edge AI 100%
  • Internet of Things Device 100%
  • Artificial Intelligence 100%
  • Internet-Of-Things 40%

• Enhancing In-Memory Spatial Indexing with Learned Search

  Pandey, V., Van Renen, A., Zacharatou, E. T., Kipf, A., Sabek, I., Ding, J., Markl, V. & Kemper, A., 2023, s. 1-26, 26 s.

  Publikation: Working paper › Forskning

  Fil

  • Spatial Data 100%
  • In-memory 100%
  • Spatial Indexing 100%
  • Partitioning Technique 100%
  • Partitioning Method 66%

• Good Intentions: Adaptive Parameter Management via Intent Signaling

  Renz-Wieland, A., Kieslinger, A., Gericke, R., Gemulla, R., Kaoudi, Z. & Markl, V., 2023, CIKM.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

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  • Parameter Management 100%
  • Parameter Adaptation 100%
  • Good Intention 100%
  • Adaptive Parameter 100%
  • Machine Learning 100%

• Hybrid Anomaly Detection Model on Trusted IoT Devices

  Rosero, P., István, Z., Tözün, P. & Hernandez, W., 7 feb. 2023, I: IEEE Internet of Things Journal. 10, 12

  Publikation: Artikel i tidsskrift og konference artikel i tidsskrift › Tidsskriftartikel › Forskning › peer review

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  • Internet of Things Devices 100%
  • Hybrid Anomaly 100%
  • Internet of Things Device 100%
  • Anomaly Detection 100%
  • Machine Learning 100%

• Learn What Really Matters: A Learning-to-Rank Approach for ML-based Query Optimization

  Behr, H., Markl, V. & Kaoudi, Z., 2023, BTW . 2023 udg. Germany: Gesellschaft für Informatik, s. 535-554 19 s.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

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  • Machine Learning Based 100%
  • Query Optimization 100%
  • Ranking Approach 100%
  • Learning to Rank 100%
  • Machine Learning 100%

• Optimistic Data Parallelism for FPGA-Accelerated Sketching

  Kiefer, M., Poulakis, I., Zacharatou, E. T. & Markl, V., feb. 2023, I: Proceedings of the VLDB Endowment. 16, 5

  Publikation: Artikel i tidsskrift og konference artikel i tidsskrift › Tidsskriftartikel › Forskning › peer review

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  Fil

  • Data Parallelism 100%
  • Input Values 100%
  • Field Programmable Gate Arrays 100%
  • Processing Speed 66%
  • Parallel Input 66%

• Profiling and Monitoring Deep Learning Training Tasks

  Yousefzadeh-Asl-Miandoab, E., Robroek, T. T. & Tözün, P., 2023, I: EuroMLSys '23. s. 18–25

  Publikation: Artikel i tidsskrift og konference artikel i tidsskrift › Konferenceartikel › Forskning › peer review

  Åben adgang

  • Training Tasks 100%
  • Deep Learning Training 100%
  • Graphics Processing Unit 100%
  • Deep Learning Method 100%
  • Coprocessor 50%

• Revisiting Hidden Representations in Transfer Learning for Medical Imaging

  Juodelyte, D., Jiménez Sánchez, A. & Cheplygina, V., 15 sep. 2023, I: Transactions on Machine Learning Research.

  Publikation: Artikel i tidsskrift og konference artikel i tidsskrift › Tidsskriftartikel › Forskning › peer review

  Åben adgang

  • Transfer Learning 100%
  • Medical Imaging 100%
  • ImageNet 100%
  • Hidden Representation 100%
  • Transfer of Learning 100%

• SheetReader: Efficient Specialized Spreadsheet Parsing

  Gavriilidis, H., Henze, F., Zacharatou, E. T. & Markl, V., maj 2023, I: Information Systems. 115

  Publikation: Artikel i tidsskrift og konference artikel i tidsskrift › Tidsskriftartikel › Forskning › peer review

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  Fil

  • Spreadsheets 100%
  • Parsing 100%
  • Data Exploration 66%
  • Parallelism 33%
  • Science Environment 33%

• Smart Farming Robot for Detecting Environmental Conditions in a Greenhouse

  Rosero, P., Gordillo, C. & Hernandez, W., 8 jun. 2023, I: IEEE Access. 11

  Publikation: Artikel i tidsskrift og konference artikel i tidsskrift › Tidsskriftartikel › Forskning › peer review

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  • Environmental Conditions 100%
  • Greenhouse 100%
  • Farming Robot 100%
  • Smart Agriculture 100%
  • User Interfaces 100%

• Suitability of Nearest Neighbour Indexes for Multimedia Relevance Feedback

  Aumüller, M., Khan, O. S. & Jónsson, B. T., 2023, Similarity Search and Applications SISAP 2023.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

• Ten simple rules for failing successfully in academia

  Gaillard, S., van Viegen, T., Veldsman, M., Stefan, M. & Cheplygina, V., 2023, I: PLoS Computational Biology.

  Publikation: Artikel i tidsskrift og konference artikel i tidsskrift › Tidsskriftartikel › Forskning › peer review

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  • Simple Rules 100%
  • Negative Consequence 100%
  • Individual Differences 100%
  • Negative Consequences 50%

• Why is the winner the best?

  Eisenmann, M., Reinke, A., Weru , V., Tizabi, M. D., Isensee, F., Adler, T. J., Ali, S., Andrearczyk, V., Aubreville, M., Baid, U., Bakas, S., Balu, N., Bano , S., Bernal , J., Bodenstedt, S., Casella, A. & Cheplygina, V., 2023, Proceedings of the CVPR conference.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

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  • Image Analysis 100%
  • Scientific Innovations 100%
  • Open Research 100%
  • Computer Scientist 100%
  • Development Strategy 100%

• Workload Prediction for IoT Data Management Systems

  Burrell, D., Chatziliadis, X., Zacharatou, E. T., Zeuch, S. & Markl, V., mar. 2023, Datenbanksysteme für Business, Technologie und Web (BTW 2023), 20. Fachtagung des GI-Fachbereichs „Datenbanken und Informationssysteme" (DBIS), 06.-10, März 2023, Dresden, Germany, Proceedings. Gesellschaft für Informatik

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

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  Fil
• 2022

  A New Data-Preprocessing-Related Taxonomy of Sensors for IoT Applications

  Rosero, P., Lopez, V. & Peluffo, D., 9 maj 2022, I: Information. 13(5), 241

  Publikation: Artikel i tidsskrift og konference artikel i tidsskrift › Tidsskriftartikel › Forskning › peer review

  Åben adgang

  • Data Preprocessing 100%
  • IoT Applications 100%
  • IoT Devices 100%
  • Machine Learning 100%
  • Preprocessing 100%

• D6.2 Prototype and Overview of Managed Storage Tiers and Near-Data Processing

  Bonnet, P., Paradies, M. & Hedam, N., 2022

  Publikation: Bog / Antologi / Rapport / Ph.D.-afhandling › Rapport › Rådgivning

  Åben adgang

  • Near-data Processing 100%
  • Storage-tier 100%
  • Data Processing 100%
  • Computational Storage 50%
  • State-of-the-art Techniques 50%