Data Engineering, Science and Systems

Publikationer

Publikationer pr. år 1988 2008 2009 2010 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024

• 756 Konferenceartikel i proceeding
• 362 Tidsskriftartikel
• 95 Konferenceartikel i tidsskrift
• 87 Bog
• 375 Mere
  • 73 Bidrag til bog/antologi
  • 55 Encyclopædiartikel
  • 54 Rapport
  • 42 Ph.d.-afhandling
  • 23 Preprint
  • 22 Leder
  • 21 Antologi
  • 18 Konferenceabstrakt i proceeding
  • 11 Paper uden forlag/tidsskrift
  • 10 Forord/Indledning/efterskrift
  • 10 Poster
  • 10 Working paper
  • 6 Andet bidrag
  • 5 Kompendium/lecture notes
  • 3 Kommentar/debat
  • 3 Konferenceabstrakt i tidsskrift
  • 2 Review (oversigtsartikel)
  • 2 Patent
  • 1 Kommentar
  • 1 Bidrag til rapport
  • 1 Konferenceabstrakt til konference
  • 1 Bidrag til avis - Kronik
  • 1 Udgivelser på nettet - Net-publikation

Publikationer pr. år

Publikationer pr. år

Søgeresultater

• 2024

  Coalition-based task assignment with priority-aware fairness in spatial crowdsourcing

  Zhao, Y., Zheng, K., Wang, Z., Deng, L., Yang, B., Pedersen, T. B., Jensen, C. S. & Zhou, X., jan. 2024, I: VLDB Journal. 33, 1, s. 163-184 22 s.

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  • Coalition 100%
  • Priority 100%
  • Workers 100%
  • Fairness 100%
  • Allocation 100%
  1 Citationer (Scopus)

  20 Downloads (Pure)

• Digital Twin Empowered PV Power Prediction

  Zhang, X., Li, Y., Li, T., Gui, Y., Sun, Q. & Gao, D. W., 2024, I: Journal of Modern Power Systems and Clean Energy. PP, 99, s. 1-13 13 s., 10322689.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  • Photovoltaic Power 100%
  • Digital Twin 100%
  • Dataset 40%
  • Models 40%
  • Neural Network Model 33%

• FedAGL: A Communication-Efficient Federated Vehicular Network

  Su, L., Li, Y., Guan, P., Li, T., Taherkordi, A. & Jensen, C. S., 2024, I: IEEE Transactions on Intelligent Vehicles. s. 1-17 17 s.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  • Vehicular Network 100%
  • Genetic Algorithm 80%
  • Communication Overhead 60%
  • Federated Learning 40%
  • Communication Latency 40%

• FedAPT: Joint Adaptive Parameter Freezing and Resource Allocation for Communication-Efficient Federated Vehicular Networks

  Wu, J., Dai, T., Guan, P., Liu, S., Gou, F., Taherkordi, A., Li, Y. & Li, T., 2024, (Accepteret/In press) I: IEEE Internet of Things Journal. s. 1 1 s.

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  • Federated Learning 100%
  • Vehicular Network 100%
  • Adaptive Parameter 100%
  • Particle Swarm Optimization 40%
  • Algorithms 20%

• Task Assignment with Efficient Federated Preference Learning in Spatial Crowdsourcing

  Miao, H., Zhong, X., Liu, J., Zhao, Y., Zhao, X., Qian, W., Zheng, K. & Jensen, C. S., apr. 2024, I: IEEE Transactions on Knowledge and Data Engineering. 36, 4, s. 1800-1814 15 s., 10239279.

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  • Preference Learning 100%
  • Local Preference 50%
  • Communication Cost 25%
  • Historical Data 25%
  • Federated Learning 25%
• 2023

  A Bi-Channel Co-Clustering Algorithm for Heterogeneous Information Networks

  Qiu, L. S., Fang, Z. Q., Chen, L., Zhang, T. M. & Li, T. Y., nov. 2023, I: Jisuanji Xuebao/Chinese Journal of Computers. 46, 11, s. 2416-2430 15 s.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  • Information Network 100%
  • Channels 100%
  • Clustering 25%
  • Graph Neural Network 25%
  • World Application 12%

• AdaTaskRec: An Adaptive Task Recommendation Framework in Spatial Crowdsourcing

  Zhao, Y., Deng, L. & Zheng, K., 28 jul. 2023, I: A C M Transactions on Information Systems. 41, 4, 95.

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  • Workers 100%
  • Preference Learning 100%
  • Travel 41%
  • Learning 33%
  • Intention 33%
  1 Citationer (Scopus)

• AutoEER: Automatic EEG-based emotion recognition with neural architecture search

  Wu, Y., Liu, H., Zhang, D., Zhang, Y., Lou, T. & Zheng, Q., 14 aug. 2023, I: Journal of Neural Engineering. 20, 4, 046029.

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  • Neural Architecture Search 100%
  • Search Space 42%
  • Optimal Network 42%
  • Network Structures 42%
  • Spatial Property 14%
  1 Citationer (Scopus)

• Automated labeling and online evaluation for self-paced movement detection BCI

  Zhang, D., Hansen, C., De Frène, F., Kærgaard, S. P., Qian, W. & Chen, K., 8 apr. 2023, I: Knowledge-Based Systems. 265, 110383.

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  • Interface System 100%
  • Online Evaluation 100%
  • Detection 100%
  • Electroencephalogram 100%
  • User 66%
  8 Downloads (Pure)

• CGF: A Category Guidance Based PM2.5 Sequence Forecasting Training Framework

  Yu, H., Hu, J., Zhou, X., Guo, C., Yang, B. & Li, Q., 1 okt. 2023, I: IEEE Transactions on Knowledge and Data Engineering. 35, 10, s. 10125-10139 15 s.

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  • Models 100%
  • Particular Matter 2.5 100%
  • Forecasting Model 100%
  • Training 100%
  • Fluctuations 60%

• Contextualisation in university level problem-based learning

  Dahl, B., Hüttel, H., Rasmussen, J. G. & Rasmussen, M. G., 2023, I: For the Learning of Mathematics. 43, 3, s. 27-31 5 s.

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  1 Citationer (Scopus)

  28 Downloads (Pure)

• EEG-Based Emotion Recognition With Emotion Localization via Hierarchical Self-Attention

  Zhang, Y., Liu, H., Zhang, D., Chen, X., Qin, T. & Zheng, Q., 1 jul. 2023, I: IEEE Transactions on Affective Computing. 14, 3, s. 2458-2469 12 s.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  • Human Computer Interaction 100%
  • Channels 100%
  • Recognition Performance 50%
  • Discriminative Feature 50%
  • Attention (Machine Learning) 50%
  8 Citationer (Scopus)

• Efficient Retrieval of the Top-k Most Relevant Event-Partner Pairs

  Wu, D., Xiao, E., Zhu, Y., Jensen, C. S. & Lu, K., mar. 2023, I: IEEE Transactions on Knowledge and Data Engineering. 35, 3, s. 2529-2543 15 s.

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  • User 100%
  • User Preference 16%
  • Retrieve Information 16%
  • Search Functionality 16%
  • Social Networking (Online) 16%
  1 Citationer (Scopus)

  86 Downloads (Pure)

• Finding Representative Sampling Subsets in Sensor Graphs Using Time-series Similarities

  Chakraborty, R., Holm, J., Pedersen, T. B. & Popovski, P., 9 jun. 2023, I: ACM Transactions on Sensor Networks. 19, 4, s. 1-32 32 s., 89.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  • Internet 100%
  • Effective Method 100%
  • Sensor Networks 100%
  • Similarity Graph 100%
  • Analyzing Value 100%

• Goal-Oriented Scheduling in Sensor Networks With Application Timing Awareness

  Holm, J., Chiariotti, F., Kalør, A. E., Soret, B., Pedersen, T. B. & Popovski, P., 1 aug. 2023, I: IEEE Transactions on Communications. 71, 8, s. 4513-4527 15 s.

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  • Information Value 100%
  • Sensor Networks 100%
  • Summary Statistic 33%
  • Aspect-Oriented 33%
  • Common Definition 33%
  2 Citationer (Scopus)

• Knowing Your Heart Condition Anytime: User-Independent ECG Measurement Using Commercial Mobile Phones

  Wang, L., Wang, X., Zhang, D., Ma, X., Zhang, Y., Dai, H., Xu, C., Li, Z. & Gu, T., 27 sep. 2023, I: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies. 7, 3, s. 1-28 131.

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  • Mobile Phone 100%
  • User 100%
  • Deep Learning 100%
  • Daily Basis 66%
  • Recovery 66%

• Knowledge graph embeddings: Open challenges and opportunities

  Biswas, R., Kaffee, L-A., Cochez, M., Dumbrava, S., Jendal, T. E., Lissandrini, M., Lopez, V., Mencía, E. L., Paulheim, H., Sack, H., Vakaj, E. K. & de Melo, G., 19 dec. 2023, I: Transactions on Graph Data and Knowledge (TGDK). 1, 1, 32 s.

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  • Use Case 100%
  • Similarity Search 100%
  • Knowledge Support 100%
  • Interpretability 100%
  • Link Prediction 100%

• Knowledge Graphs Querying

  Khan, A., 10 aug. 2023, I: SIGMOD Record. 52, 2, s. 18-29 12 s.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  • Natural Languages 100%
  • Natural Language Processing 100%
  • Graph Database 100%
  • Data Model 50%
  • Query Processing 50%
  1 Citationer (Scopus)

• LightCTS: A Lightweight Framework for Correlated Time Series Forecasting

  Lai, Z., Zhang, D., Li, H., Jensen, C. S., Lu, H. & Zhao, Y., 2023, I: Proceedings of the ACM on Management of Data. 1, 2, s. 1-26 26 s., 125.

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  • Computation 100%
  • Speed-up 100%
  • Temporal Feature 100%
  • Constrained Device 100%
  • Storage Overhead 100%

• LightTS: Lightweight Time Series Classification with Adaptive Ensemble Distillation

  Campos, D., Zhang, M., Yang, B., Kieu, T., Guo, C. & Jensen, C. S., 2023, I: Proceedings of the ACM on Management of Data. 1, 2, s. 171:1-171:27 27 s., 2.

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  • Ensemble Learning 100%
  • Model Accuracy 33%
  • Computing Resource 33%
  • Multiple Domain 33%
  • User 33%

• Logistics Service Selection Strategy of Green Manufacturers in Green Low-Carbon Supply Chain

  Yuan, X., Sheng, W., Wang, M. & Zhang, D., 14 feb. 2023, I: International Journal of Environmental Research and Public Health. 20, 4, 3356.

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  • Selection Strategy 100%
  • Party Logistics 100%
  • Low Carbon 100%
  • Selection 100%
  • Service Level 60%
  5 Downloads (Pure)

• MBA-STNet: Bayes-enhanced Discriminative Multi-task Learning for Flow Prediction

  Miao, H., Shen, J., Cao, J., Xia, J. & Wang, S., 1 jul. 2023, I: I E E E Transactions on Knowledge & Data Engineering. 35, 7, s. 7164-7177 14 s.

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  • Multitask Learning 100%
  • World Application 50%
  • Intelligent Transportation System 50%
  • Destination Location 50%
  • Information Redundancy 50%
  6 Citationer (Scopus)

• Origin-Destination Travel Time Oracle for Map-based Services.

  Lin, Y., Wan, H., Hu, J., Guo, S., Yang, B., Lin, Y. & Jensen, C. S., 2023, I: Proceedings of the ACM on Management of Data. 1, 3, s. 1-27 27 s., 217.

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  • Service Industries 100%
  • Maps 100%
  • Travel Time 100%
  • Destination Pair 100%
  • Statistical Inference 37%

• Preference-aware Group Task Assignment in Spatial Crowdsourcing: Effectiveness and Efficiency

  Zhao, Y., Liu, J., Li, Y., Zhang, D., Jensen, C. S. & Zheng, K., 1 okt. 2023, I: I E E E Transactions on Knowledge & Data Engineering. 35, 10, s. 10722-10734 13 s.

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  • Effectiveness 100%
  • Efficiency 100%
  • Workers 69%
  • Group Members 66%
  • Modeling 66%
  1 Citationer (Scopus)

• Probabilistic Forecasts of Global Horizontal Irradiance for Solar Systems

  Jonler, J. F., Bruno Lottrup, F., Berg, B., Zhang, D. & Chen, K., 1 jan. 2023, I: IEEE Sensors Letters. 7, 1, s. 1-4 4 s., 7000104.

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  • Global Horizontal Irradiance 100%
  • Solar Energy 66%
  • Probabilistic Method 16%
  • Power Grid 16%
  • Power Supply 16%
  3 Citationer (Scopus)

• Profit Optimization in Spatial Crowdsourcing: Effectiveness and Efficiency

  Zhao, Y., Zheng, K., Li, Y., Xia, J., Yang, B., Pedersen, T. B., Mao, R., Jensen, C. S. & Zhou, X., 1 aug. 2023, I: IEEE Transactions on Knowledge and Data Engineering. 35, 8, s. 8386-8401 16 s., 9941474.

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  • Algorithms 100%
  • Detailed Insight 100%
  • Deadlines 100%
  • Optimal Algorithm 100%
  • Completion Time 100%
  1 Citationer (Scopus)

• Sequence Labeling with Meta-Learning

  Li, J., Han, P., Ren, X., Hu, J., Chen, L. & Shang, S., 1 mar. 2023, I: IEEE Transactions on Knowledge and Data Engineering. 35, 3, s. 3072-3086 15 s.

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  • Training 100%
  • Art Performance 40%
  • Target Domain Data 40%
  • Domain Adaptation 40%
  • Data Requirement 20%
  20 Citationer (Scopus)

• SOUP: Spatial-Temporal Demand Forecasting and Competitive Supply in Transportation

  Zheng, B., Hu, Q., Ming, L., Hu, J., Chen, L., Zheng, K. & Jensen, C. S., feb. 2023, I: IEEE Transactions on Knowledge and Data Engineering. 35, 2, s. 2034-2047 14 s.

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  • Transport 100%
  • Forecasting 100%
  • Prediction 100%
  • Real-World Data 50%
  • Time Slot 50%
  4 Citationer (Scopus)

  56 Downloads (Pure)

• Spatial Data Quality in the Internet of Things: Management, Exploitation, and Prospects

  Li, H., Lu, H., Jensen, C. S., Tang, B. & Cheema, M. A., 2023, I: ACM Computing Surveys. 55, 3, s. 57:1-57:41 3498338.

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  • Internet of Things 100%
  • Survey 40%
  • Data Integration 10%
  • Related Technology 10%
  • Research Conduct 10%
  6 Citationer (Scopus)

• Spatio-Temporal Trajectory Similarity Measures: A Comprehensive Survey and Quantitative Study

  Hu, D., Chen, L., Fang, H., Fang, Z., Li, T. & Gao, Y., 10 okt. 2023, I: IEEE Transactions on Knowledge and Data Engineering. s. 1-21 21 s.

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  • Quantitative Study 100%
  • Survey 100%
  • Analytics 100%
  • Trajectory Length 100%
  • Evaluation Benchmark 50%

• Stochastic routing with arrival windows

  Pedersen, S. A., Yang, B., Jensen, C. S. & Møller, J., 21 nov. 2023, I: ACM Transactions on Spatial Algorithms and Systems. 9, 4, s. 1-48 48 s., 30.

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  • Time Window 100%
  • Query Processing 100%
  • Routing Algorithm 100%
  • Problem Setting 100%
  • Problem Solution 50%

• Towards a Unified Understanding of Uncertainty Quantification in Traffic Flow Forecasting

  Qian, W., Zhao, Y., Zhang, D., Chen, B., Zheng, K. & Zhou, X., 6 sep. 2023, I: IEEE Transactions on Knowledge and Data Engineering. s. 1-18 18 s., 10242138.

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  • Uncertainty Modeling 100%
  • Traffic 100%
  • Forecasting 75%
  • Estimate 75%
  • Model 50%

• Towards Indoor Temporal-variation aware Shortest Path Query

  Liu, T., Feng, Z., Li, H., Lu, H., Cheema, M. A., Cheng, H. & Xu, J., jan. 2023, I: IEEE Transactions on Knowledge and Data Engineering. 35, 1, s. 998-1012 15 s.

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  • Location-Based Service 100%
  • Indoor Location 100%
  • Algorithms 50%
  • Computation 50%
  • Index Structure 50%
  3 Citationer (Scopus)

  35 Downloads (Pure)

• Worker-Churn-based Task Assignment with Context-LSTM in Spatial Crowdsourcing

  Zhao, Y., Lai, T., Wang, Z., Chen, K., Li, H. & Zheng, K., 1 sep. 2023, I: I E E E Transactions on Knowledge & Data Engineering. 35, 9, s. 9783-9796 14 s., 10054427.

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  • Long Short-Term Memory Network 100%
  • Algorithms 33%
  • Historical Data 33%
  • Context Dependent 33%
  • Device Communication 33%
  1 Citationer (Scopus)
• 2022

  A core ontology for modeling life cycle sustainability assessment on the Semantic Web

  Ghose, A., Lissandrini, M., Hansen, E. R. & Weidema, B. P., jun. 2022, I: Journal of Industrial Ecology. 26, 3, s. 731-747 17 s.

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  • Life Cycle Sustainability Assessment 100%
  • Core 100%
  • Semantics 100%
  • Ontology 100%
  • Semantic Web 100%
  11 Citationer (Scopus)

  66 Downloads (Pure)

• A design space for RDF data representations

  Sagi, T., Lissandrini, M., Pedersen, T. B. & Hose, K., 21 jan. 2022, I: The VLDB Journal. 31, 2, s. 347-373 27 s.

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  • Query Workload 100%
  • Access Pattern 66%
  • Knowledge Base 33%
  • Systems Design 33%
  • Data Structure 33%
  10 Citationer (Scopus)

  99 Downloads (Pure)

• A foundation for spatio-textual-temporal cube analytics

  Iqbal, M., Lissandrini, M. & Pedersen, T. B., sep. 2022, I: Information Systems. 108, 102009.

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  • Temporal Data 100%
  • Analytics 100%
  • Computation 66%
  • Response Time 66%
  • Data Model 33%
  3 Citationer (Scopus)

  29 Downloads (Pure)

• Context-Aware Path Ranking in Road Networks

  Yang, S. B., Guo, C. & Yang, B., 1 jul. 2022, I: IEEE Transactions on Knowledge and Data Engineering. 34, 7, s. 3153-3168 16 s.

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  • Spatial Property 100%
  • Regression Problem 100%
  • Trajectory Data 49%
  • Source Destination Pair 49%
  • Reconstruction Error 49%
  5 Citationer (Scopus)

  195 Downloads (Pure)

• Data citation and the citation graph

  Buneman, P., Dosso, D., Lissandrini, M. & Silvello, G., 4 feb. 2022, I: Quantitative Science Studies. 2, 4, s. 1399-1422 24 s.

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  • Citation Data 100%
  • Computation 66%
  • Represent Data 33%
  11 Citationer (Scopus)

  156 Downloads (Pure)

• Density-Based Top-K Spatial Textual Clusters Retrieval

  Wu, D., Keles, I., Wu, S., Zhou, H., Saltenis, S., Jensen, C. S. & Lu, K., 1 nov. 2022, I: IEEE Transactions on Knowledge and Data Engineering. 34, 11, s. 5263-5277 15 s.

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  • Points of Interest 100%
  • Real Data Sets 50%
  • Broad Category 50%
  • User 50%
  • Stop Condition 50%
  48 Downloads (Pure)

• Distributed Resilient Double-Gradient-Descent Based Energy Management Strategy for Multi-Energy System Under DoS Attacks

  Li, Y., Li, T., Zhang, H., Xie, X. & Sun, Q., 2022, I: IEEE Transactions on Network Science and Engineering. 9, 4, s. 2301-2316 16 s.

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  • Denial-of-Service Attack 100%
  • Energy Systems 100%
  • Energy Management 100%
  • Gradient Descent 100%
  • Denial of Service Attack 100%
  15 Citationer (Scopus)

  2 Downloads (Pure)

• Effects of a Mixed Emissions Control Policy on the Manufacturer’s Production and Carbon Abatement Investment Decisions

  Wang, F. & Zhang, D., 18 okt. 2022, I: International Journal of Environmental Research and Public Health. 19, 20, 13472.

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  • Greenhouse Gas Emissions 100%
  • Investment Decision 100%
  • Production 100%
  • Environmental Tax 37%
  • Benefits 25%
  1 Citationer (Scopus)

  22 Downloads (Pure)

• Efficient and Effective Similar Subtrajectory Search: A Spatial-aware Comprehension Approach

  Deng, L., Sun, H., Sun, R., Zhao, Y. & Su, H., jun. 2022, I: ACM Transactions on Intelligent Systems and Technology (TIST). 13, 3, s. 1-22 35.

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  • Natural Language Processing 100%
  • Graph Neural Network 100%
  • Spatial Relationship 50%
  • Natural Languages 50%
  • Processing Model 50%
  4 Citationer (Scopus)

• Efficient Distributed Clustering Algorithms on Star-Schema Heterogeneous Graphs

  Chen, L., Gao, Y., Huang, X., Jensen, C. S. & Zheng, B., okt. 2022, I: IEEE Transactions on Knowledge and Data Engineering. 34, 10, s. 4781-4796 16 s.

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  • Star Schema 100%
  • Computation 50%
  • Social Medium Data 50%
  • Bibliographic Data 50%
  • Graph Clustering Method 50%
  4 Citationer (Scopus)

  102 Downloads (Pure)

• Efficiently Embedding Dynamic Knowledge Graphs

  Wu, T., Khan, A., Yong, M., Qi, G. & Wang, M., 17 aug. 2022, I: Knowledge-Based Systems. 250, 109124.

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  • Online Learning 100%
  • Recommender Systems 100%
  • Dynamic Environment 100%
  • Link Prediction 100%
  • Embedding Method 100%
  21 Citationer (Scopus)

• Efficient Similarity-Aware Influence Maximization in Geo-Social Network

  Chen, X., Zhao, Y., Liu, G., Sun, R., Zhou, X. & Zheng, K., 1 dec. 2022, I: IEEE Transactions on Knowledge and Data Engineering. 34, 10, s. 4767-4780 14 s.

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  • User 100%
  • Temporal Behavior 50%
  • Algorithms 25%
  • Social Medium Platform 25%
  8 Citationer (Scopus)

  35 Downloads (Pure)

• HCNA: Hyperbolic Contrastive Learning Framework for Self-Supervised Network Alignment

  Saxena, S., Chakraborty, R. & Chandra, J., sep. 2022, I: Information Processing and Management. 59, 5, 103021.

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  • Learning Framework 100%
  • Contrastive Learning 100%
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  7 Citationer (Scopus)

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