Lars Schmidt-Thieme
Orcid: 0000-0001-5729-6023Affiliations:
- University of Hildesheim, Institute of Computer Science, Germany
According to our database1,
Lars Schmidt-Thieme
authored at least 270 papers
between 2001 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
Data Min. Knowl. Discov., May, 2024
Int. J. Data Sci. Anal., March, 2024
Marginalization Consistent Mixture of Separable Flows for Probabilistic Irregular Time Series Forecasting.
CoRR, 2024
Are EEG Sequences Time Series? EEG Classification with Time Series Models and Joint Subject Training.
CoRR, 2024
Proceedings of the Workshop on Strategic and Utility-aware REcommendations (SURE 2024) co-located with 18th ACM Conference on Recommender Systems (RecSys 2024), 2024
Proceedings of the 18th ACM Conference on Recommender Systems, 2024
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2024
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Sparse self-attention guided generative adversarial networks for time-series generation.
Int. J. Data Sci. Anal., October, 2023
Too Big, so Fail? - Enabling Neural Construction Methods to Solve Large-Scale Routing Problems.
CoRR, 2023
Phantom Embeddings: Using Embedding Space for Model Regularization in Deep Neural Networks.
CoRR, 2023
ConvMix: Combining Intermediate Latent Features in Deep Convolutional Neural Networks.
Proceedings of the Image Analysis - 22nd Scandinavian Conference, 2023
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023
Proceedings of the International Joint Conference on Neural Networks, 2023
Proceedings of the International Joint Conference on Neural Networks, 2023
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
Proceedings of the IEEE International Conference on Big Data, 2023
Proceedings of the IEEE International Conference on Big Data, 2023
2022
J. Intell. Fuzzy Syst., 2022
CoRR, 2022
CoRR, 2022
When Bioprocess Engineering Meets Machine Learning: A Survey from the Perspective of Automated Bioprocess Development.
CoRR, 2022
CoRR, 2022
Supervised Permutation Invariant Networks for Solving the CVRP with Bounded Fleet Size.
CoRR, 2022
Proceedings of the RecSys '22: Sixteenth ACM Conference on Recommender Systems, Seattle, WA, USA, September 18, 2022
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022
Proceedings of the Pan-African Conference on Artificial Intelligence - First Conference, 2022
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2022
Deep Level Annotation for Painter Attribution on Greek Vases utilizing Object Detection.
Proceedings of the SUMAC@MM 2022: Proceedings of the 4th ACM International workshop on Structuring and Understanding of Multimedia heritAge Contents, 2022
Solving the Traveling Salesperson Problem with Precedence Constraints by Deep Reinforcement Learning.
Proceedings of the KI 2022: Advances in Artificial Intelligence, 2022
Proceedings of the 14th IEEE Image, Video, and Multidimensional Signal Processing Workshop, 2022
Proceedings of the 14th IEEE Image, Video, and Multidimensional Signal Processing Workshop, 2022
Proceedings of the International Conference on Machine Learning, 2022
DCSF: Deep Convolutional Set Functions for Classification of Asynchronous Time Series.
Proceedings of the 9th IEEE International Conference on Data Science and Advanced Analytics, 2022
Proceedings of the 9th IEEE International Conference on Data Science and Advanced Analytics, 2022
Proceedings of the Pattern Recognition, 2022
Proceedings of the IEEE International Conference on Big Data, 2022
Proceedings of the IEEE International Conference on Big Data, 2022
2021
Yformer: U-Net Inspired Transformer Architecture for Far Horizon Time Series Forecasting.
CoRR, 2021
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021
Multi-task Learning Curve Forecasting Across Hyperparameter Configurations and Datasets.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021
Proceedings of the KI 2021: Advances in Artificial Intelligence - 44th German Conference on AI, Virtual Event, September 27, 2021
Proceedings of the Pattern Recognition - 43rd DAGM German Conference, DAGM GCPR 2021, Bonn, Germany, September 28, 2021
Proceedings of the Pattern Recognition - 43rd DAGM German Conference, DAGM GCPR 2021, Bonn, Germany, September 28, 2021
Proceedings of the 32nd British Machine Vision Conference 2021, 2021
Proceedings of the Advanced Analytics and Learning on Temporal Data, 2021
Predicting Parking Availability from Mobile Payment Transactions with Positive Unlabeled Learning.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Learning to Solve Vehicle Routing Problems with Time Windows through Joint Attention.
CoRR, 2020
Proceedings of the 2020 SIAM International Conference on Data Mining, 2020
MultiRec: A Multi-Relational Approach for Unique Item Recommendation in Auction Systems.
Proceedings of the RecSys 2020: Fourteenth ACM Conference on Recommender Systems, 2020
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science Track, 2020
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2020
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2020
Phantom Embeddings: Using Embeddings Space for Model Regularization in Deep Neural Networks.
Proceedings of the Conference "Lernen, 2020
A machine learning approach to infer on-street parking occupancy based on parking meter transactions.
Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020
An efficient evolutionary solution to the joint order batching - order picking planning problem.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
2019
CoRR, 2019
CoRR, 2019
Proceedings of the 13th ACM Conference on Recommender Systems, 2019
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019
Ring-Star: A Sparse Topology for Faster Model Averaging in Decentralized Parallel SGD.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
Weighted Personalized Factorizations for Network Classification with Approximated Relation Weights.
Proceedings of the Agents and Artificial Intelligence - 11th International Conference, 2019
Proceedings of the 11th International Conference on Agents and Artificial Intelligence, 2019
Proceedings of the 2019 International Conference of the Biometrics Special Interest Group, 2019
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
Proceedings of the Pattern Recognition - 5th Asian Conference, 2019
2018
Mach. Learn., 2018
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018
2017
Expert Syst. Appl., 2017
Proceedings of the 2017 SIAM International Conference on Data Mining, 2017
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017
2016
Fast classification of univariate and multivariate time series through shapelet discovery.
Knowl. Inf. Syst., 2016
Perceived Task-Difficulty Recognition from Log-file Information for the Use in Adaptive Intelligent Tutoring Systems.
Int. J. Artif. Intell. Educ., 2016
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016
Proceedings of the Conference "Lernen, 2016
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016
Proceedings of the 2016 IEEE International Conference on Data Science and Advanced Analytics, 2016
Hybrid Matrix Factorization Update for Progress Modeling in Intelligent Tutoring Systems.
Proceedings of the Computers Supported Education - 8th International Conference, 2016
Proceedings of the CSEDU 2016, 2016
Integrating Distributional and Lexical Information for Semantic Classification of Words using MRMF.
Proceedings of the COLING 2016, 2016
Proceedings of the 3rd IKDD Conference on Data Science, 2016
Near Real-time Geolocation Prediction in Twitter Streams via Matrix Factorization Based Regression.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016
2015
A supervised active learning framework for recommender systems based on decision trees.
User Model. User Adapt. Interact., 2015
Trans. Large Scale Data Knowl. Centered Syst., 2015
Scalable Classification of Repetitive Time Series Through Frequencies of Local Polynomials.
IEEE Trans. Knowl. Data Eng., 2015
Proceedings of the 2015 International Workshop on Meta-Learning and Algorithm Selection co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2015 (ECMLPKDD 2015), 2015
Hyperparameter Search Space Pruning - A New Component for Sequential Model-Based Hyperparameter Optimization.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015
Proceedings of the Working Notes Proceedings of the MediaEval 2015 Workshop, 2015
Proceedings of the LWA 2015 Workshops: KDML, 2015
Multi-relational Factorization Models for Student Modeling in Intelligent Tutoring Systems.
Proceedings of the 2015 Seventh International Conference on Knowledge and Systems Engineering, 2015
Joint Model Choice and Hyperparameter Optimization with Factorized Multilayer Perceptrons.
Proceedings of the 27th IEEE International Conference on Tools with Artificial Intelligence, 2015
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015
A Transfer Learning Approach for Applying Matrix Factorization to Small ITS Datasets.
Proceedings of the 8th International Conference on Educational Data Mining, 2015
How to Aggregate Multimodal Features for Perceived Task Difficulty Recognition in Intelligent Tutoring Systems.
Proceedings of the 8th International Conference on Educational Data Mining, 2015
Proceedings of the Workshops Proceedings of EDM 2015 8th International Conference on Educational Data Mining, 2015
Improving Automatic Affect Recognition on Low-Level Speech Features in Intelligent Tutoring Systems.
Proceedings of the Design for Teaching and Learning in a Networked World, 2015
Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015
Proceedings of the Workshops at the 17th International Conference on Artificial Intelligence in Education, 2015
Integration and Evaluation of a Matrix Factorization Sequencer in Large Commercial ITS.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
2014
Artif. Intell. Rev., 2014
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014
Collective Matrix Factorization of Predictors, Neighborhood and Targets for Semi-supervised Classification.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014
Proceedings of the 16th LWA Workshops: KDML, 2014
Proceedings of the KI 2014: Advances in Artificial Intelligence, 2014
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014
Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014
Proceedings of the Foundations of Intelligent Systems - 21st International Symposium, 2014
Proceedings of the 26th IEEE International Conference on Tools with Artificial Intelligence, 2014
Proceedings of the International Conference on Connected Vehicles and Expo, 2014
Minimal Invasive Integration of Learning Analytics Services in Intelligent Tutoring Systems.
Proceedings of the IEEE 14th International Conference on Advanced Learning Technologies, 2014
Matrix Factorization Feasibility for Sequencing and Adaptive Support in Intelligent Tutoring Systems.
Proceedings of the 7th International Conference on Educational Data Mining, 2014
Proceedings of the Workshops held at Educational Data Mining 2014, 2014
Feature Analysis for Affect Recognition Supporting Task Sequencing in Adaptive Intelligent Tutoring Systems.
Proceedings of the Open Learning and Teaching in Educational Communities, 2014
Proceedings of the CSEDU 2014, 2014
Vygotsky Based Sequencing Without Domain Information: A Matrix Factorization Approach.
Proceedings of the Computer Supported Education - 6th International Conference, 2014
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014
2013
An Evaluation Measure for Learning from Imbalanced Data Based on Asymmetric Beta Distribution.
Proceedings of the Classification and Data Mining, 2013
Proceedings of the 22nd International World Wide Web Conference, 2013
Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013
Towards Optimal Active Learning for Matrix Factorization in Recommender Systems.
Proceedings of the LWA 2013. Lernen, 2013
Analysing the Potential Impact of Labeling Disagreements for Engineering Sensor Data.
Proceedings of the LWA 2013. Lernen, 2013
Proceedings of the KI 2013: Advances in Artificial Intelligence, 2013
Proceedings of the 25th IEEE International Conference on Tools with Artificial Intelligence, 2013
HNNP - A Hybrid Neural Network Plait for Improving Image Classification with Additional Side Information.
Proceedings of the 25th IEEE International Conference on Tools with Artificial Intelligence, 2013
Proceedings of the Data Science, 2013
Proceedings of the Data Science, 2013
Proceedings of the Data Warehousing and Knowledge Discovery, 2013
2012
Proceedings of KDD Cup 2011 competition, San Diego, CA, USA, 2011, 2012
Multi-relational matrix factorization using bayesian personalized ranking for social network data.
Proceedings of the Fifth International Conference on Web Search and Web Data Mining, 2012
Proceedings of the Workshop and Poster Proceedings of the 20th Conference on User Modeling, 2012
Proceedings of the Workshop and Poster Proceedings of the 20th Conference on User Modeling, 2012
Proceedings of the ACM Symposium on Applied Computing, 2012
Exploiting the characteristics of matrix factorization for active learning in recommender systems.
Proceedings of the Sixth ACM Conference on Recommender Systems, 2012
Proceedings of the Sixth ACM Conference on Recommender Systems, 2012
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012
GamRec: A Clustering Method Using Geometrical Background Knowledge for GPR Data Preprocessing.
Proceedings of the Artificial Intelligence Applications and Innovations, 2012
Proceedings of the ICT Innovations 2012, 2012
Proceedings of the Data Analysis, Machine Learning and Knowledge Discovery, 2012
Proceedings of the Data Analysis, Machine Learning and Knowledge Discovery, 2012
What is happening right now ... that interests me?: online topic discovery and recommendation in twitter.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012
Springer Briefs in Electrical and Computer Engineering, Springer, ISBN: 978-1-4614-1894-8, 2012
2011
Proceedings of the Recommender Systems Handbook, 2011
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011
Proceedings of the 2011 ACM Conference on Recommender Systems, 2011
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2011
Proceedings of the Multimedia for Cultural Heritage - First International Workshop, 2011
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2011
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
Proceedings of the 9th Workshop on Intelligent Techniques for Web Personalization & Recommender Systems, 2011
Proceedings of the Fifth International Conference on Weblogs and Social Media, 2011
Proceedings of the 2011 IEEE International Conference on Healthcare Informatics, 2011
Proceedings of the Hybrid Artificial Intelligent Systems - 6th International Conference, 2011
Proceedings of the 4th International Conference on Educational Data Mining, 2011
Proceedings of the Towards Ubiquitous Learning, 2011
Matrix and Tensor Factorization for Predicting Student Performance.
Proceedings of the CSEDU 2011, 2011
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2011
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2011
2010
Proceedings of the 1st Workshop on Recommender Systems for Technology Enhanced Learning, 2010
Proceedings of the 19th International Conference on World Wide Web, 2010
Proceedings of the Third International Conference on Web Search and Web Data Mining, 2010
Proceedings of the 2010 ACM Conference on Recommender Systems, 2010
Semi-supervised Tag Recommendation - Using Untagged Resources to Mitigate Cold-Start Problems.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010
Proceedings of the LWA 2010, 2010
Proceedings of the LWA 2010, 2010
Proceedings of the International Joint Conference on Neural Networks, 2010
Proceedings of the ICDM 2010, 2010
Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010
Proceedings of the Challenges at the Interface of Data Analysis, Computer Science, and Optimization - Proceedings of the 34th Annual Conference of the Gesellschaft für Klassifikation e. V., Karlsruhe, July 21, 2010
Proceedings of the DOLAP 2010, 2010
Proceedings of the 13th IEEE International Conference on Computational Science and Engineering, 2010
2009
Proceedings of the User Centric Media - First International Conference, 2009
Proceedings of the UAI 2009, 2009
Proceedings of ECML PKDD (The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases) Discovery Challenge 2009, 2009
Proceedings of ECML PKDD (The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases) Discovery Challenge 2009, 2009
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009
Proceedings of the HYPERTEXT 2009, Proceedings of the 20th ACM Conference on Hypertext and Hypermedia, Torino, Italy, June 29, 2009
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
Proceedings of the 1st 2009 Workshop on The People's Web Meets NLP: Collaboratively Constructed Semantic Resources@IJCNLP 2009, 2009
2008
Emergence of Spontaneous Order Through Neighborhood Formation in Peer-to-Peer Recommender Systems
CoRR, 2008
Proceedings of the Semantic Web - ISWC 2008, 7th International Semantic Web Conference, 2008
Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008
Online-updating regularized kernel matrix factorization models for large-scale recommender systems.
Proceedings of the 2008 ACM Conference on Recommender Systems, 2008
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2008
Active Learning of Equivalence Relations by Minimizing the Expected Loss Using Constraint Inference.
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008
Proceedings of the Advances in Data Analysis, Data Handling and Business Intelligence, 2008
2007
Comput. Networks, 2007
Proceedings of the Knowledge Discovery in Databases: PKDD 2007, 2007
Combining multi-distributed mixture models and bayesian networks for semi-supervised learning.
Proceedings of the Sixth International Conference on Machine Learning and Applications, 2007
Proceedings of the Data Analysis, Machine Learning and Applications, 2007
Proceedings of the Data Analysis, Machine Learning and Applications, 2007
Comparison of Recommender System Algorithms Focusing on the New-item and User-bias Problem.
Proceedings of the Data Analysis, Machine Learning and Applications, 2007
2006
Empirical Analysis of Attribute-Aware Recommendation Algorithms with Variable Synthetic Data.
Proceedings of the Data Science and Classification, 2006
A Bottom-up approach to Grid-Computing at a University: the Black-Forest-Grid Initiative.
Prax. Inf.verarb. Kommun., 2006
Empirical Analysis of Attribute-Aware Recommender System Algorithms Using Synthetic Data.
J. Comput., 2006
Evaluation of Attribute-Aware Recommender System Algorithms on Data with Varying Characteristics.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2006
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006
Proceedings of the Advances in Data Analysis, 2006
Proceedings of the Semantic Web: Research and Applications, 2006
2005
Proceedings of the Data Analysis and Decision Support, 2005
The Relation of Closed Itemset Mining, Complete Pruning Strategies and Item Ordering in Apriori-Based FIM Algorithms.
Proceedings of the Knowledge Discovery in Databases: PKDD 2005, 2005
Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005
Fachinformationssystem Informatik (FIS-I) und Semantische Technologien für Informationsportale (SemIPort).
Proceedings of the 35. Jahrestagung der Gesellschaft für Informatik, 2005
Proceedings of the From Data and Information Analysis to Knowledge Engineering, 2005
Proceedings of the Semantic Web: Research and Applications, 2005
Proceedings of the From Integrated Publication and Information Systems to Virtual Information and Knowledge Environments, 2005
2004
Proceedings of the Classification, 2004
Proceedings of the 2004 ACM CIKM International Conference on Information and Knowledge Management, 2004
2003
Assoziationsregel-Algorithmen für Daten mit komplexer Struktur: mit Anwendungen im Web Mining.
PhD thesis, 2003
2001
Proceedings of the 2001 IEEE International Conference on Data Mining, 29 November, 2001