Rainer Schlosser

67 papers A* 9A 3B 4C 10Journal 23Unranked 18

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Long-term consumer selection strategies for a heterogeneous consumer base when demand depends on purchase and advertising histories. Int. Trans. Oper. Res. Oliver Nordemann, Rainer Schlosser
2026	C	`ed.`	Proceedings of the 15th International Conference on Operations Research and Enterprise Systems, ICORES 2026, Marbella, Spain, March 9-11, 2026. ICORES Rainer Schlosser, Maria Elena Bruni, Greg H. Parlier
2025	J	`jnl`	Joint dynamic pricing and marketing-mix strategies for revenue management applications with stochastic demand. Int. Trans. Oper. Res. Rainer Schlosser, Régis Y. Chenavaz
2025	C	`ed.`	Proceedings of the 14th International Conference on Operations Research and Enterprise Systems, ICORES 2025, Porto, Portugal, February 23-25, 2025. ICORES Rainer Schlosser, Slawo Wesolkowski, Greg H. Parlier
2024	A	`conf`	Fragment Allocations for Partially Replicated Databases Considering Data Modifications and Changing Workloads. CIKM Stefan Halfpap, Rainer Schlosser
2024	A*	`conf`	Hieros: Hierarchical Imagination on Structured State Space Sequence World Models. ICML Paul Mattes, Rainer Schlosser, Ralf Herbrich
2024	J	`jnl`	Looking Deeply into the Magic Mirror: An Interactive Analysis of Database Index Selection Approaches. Proc. VLDB Endow. Stefan Halfpap, Jan Kossmann, Rainer Schlosser, Volker Markl
2024	J	`jnl`	Self-learning Agents for Recommerce Markets. Bus. Inf. Syst. Eng. Jan Groeneveld, Judith Herrmann, Nikkel Mollenhauer, Leonard Dreeßen, Nick Bessin, Johann Schulze Tast, Alexander Kastius, Johannes Huegle, Rainer Schlosser
2023	—	`conf`	A KNN-Based Non-Parametric Conditional Independence Test for Mixed Data and Application in Causal Discovery. ECML/PKDD (1) Johannes Huegle, Christopher Hagedorn, Rainer Schlosser
2023	C	`conf`	Dynamic Pricing under Competition: Challenges and Opportunities. ICORES Rainer Schlosser
2023	J	`jnl`	Hieros: Hierarchical Imagination on Structured State Space Sequence World Models. CoRR Paul Mattes, Rainer Schlosser, Ralf Herbrich
2023	—	`conf`	Reinforcement Learning Algorithms: Categorization and Structural Properties. ICORES (Selected Papers) Kenneth Schröder, Alexander Kastius, Rainer Schlosser
2023	J	`jnl`	Risk-averse dynamic pricing using mean-semivariance optimization. Eur. J. Oper. Res. Rainer Schlosser, Jochen Gönsch
2023	J	`jnl`	Robust Index Selection for Stochastic Dynamic Workloads. SN Comput. Sci. Rainer Schlosser, Marcel Weisgut, Leonardo Hübscher, Oliver Nordemann
2023	C	`conf`	Welcome to the Jungle: A Conceptual Comparison of Reinforcement Learning Algorithms. ICORES Kenneth Schröder, Alexander Kastius, Rainer Schlosser
2022	—	`conf`	A Conceptual Framework for Studying Self-learning Agents in Recommerce Markets. OR Rainer Schlosser, Alexander Kastius
2022	J	`jnl`	Budget-Conscious Fine-Grained Configuration Optimization for Spatio-Temporal Applications. Proc. VLDB Endow. Keven Richly, Rainer Schlosser, Martin Boissier
2022	J	`jnl`	Das Fachgebiet "Enterprise Platform and Integration Concepts" am Hasso-Plattner-Institut. Datenbank-Spektrum Michael Perscheid, Hasso Plattner, Daniel Ritter, Rainer Schlosser, Ralf Teusner
2022	J	`jnl`	Dynamic pricing with reference price effects in integrated online and offline retailing. Int. J. Prod. Res. Régis Y. Chenavaz, Walid Klibi, Rainer Schlosser
2022	J	`jnl`	Enterprise Platform and Integration Concepts Research at HPI. SIGMOD Rec. Michael Perscheid, Hasso Plattner, Daniel Ritter, Rainer Schlosser, Ralf Teusner
2022	—	`conf`	GPU Acceleration for Information-theoretic Constraint-based Causal Discovery. CD@KDD Christopher Hagedorn, Constantin Lange, Johannes Huegle, Rainer Schlosser
2022	—	`conf`	GPUCSL: GPU-Based Library for Causal Structure Learning. ICDM (Workshops) Tom Braun, Ben Hurdelhey, Dominik Meier, Petr Tsayun, Christopher Hagedorn, Johannes Huegle, Rainer Schlosser
2022	—	`conf`	Multi-agent Dynamic Pricing Using Reinforcement Learning and Asymmetric Information. OR Alexander Kastius, Nils Kiele, Rainer Schlosser
2022	B	`conf`	SWIRL: Selection of Workload-aware Indexes using Reinforcement Learning. EDBT Jan Kossmann, Alexander Kastius, Rainer Schlosser
2022	J	`jnl`	Self-Adaptive Agents in a Dynamic Pricing Duopoly: Competition, Collusion, and Risk Considerations. SN Comput. Sci. Rainer Schlosser, Jan Westphal, Mats Pörschke, Tobias Maltenberger, Youri Kaminsky
2022	C	`conf`	Solver-based Approaches for Robust Multi-index Selection Problems with Stochastic Workloads and Reconfiguration Costs. ICORES Marcel Weisgut, Leonardo Hübscher, Oliver Nordemann, Rainer Schlosser
2022	J	`jnl`	Understanding unforeseen production downtimes in manufacturing processes using log data-driven causal reasoning. J. Intell. Manuf. Christopher Hagedorn, Johannes Huegle, Rainer Schlosser
2021	—	`conf`	A Probabilistic Location Prediction Approach to Optimize Dispatch Processes in the Ride-Hailing Industry. HICSS Keven Richly, Rainer Schlosser, Janos Brauer, Hasso Plattner
2021	—	`conf`	Enabling Risk-Averse Dispatch Processes for Transportation Network Companies by Probabilistic Location Prediction. ICORES (Selected Papers) Keven Richly, Rainer Schlosser, Janos Brauer
2021	A*	`conf`	Joint Index, Sorting, and Compression Optimization for Memory-Efficient Spatio-Temporal Data Management. ICDE Keven Richly, Rainer Schlosser, Martin Boissier
2021	A*	`conf`	Memory-Efficient Database Fragment Allocation for Robust Load Balancing when Nodes Fail. ICDE Stefan Halfpap, Rainer Schlosser
2021	C	`conf`	Pricing Competition in a Duopoly with Self-adapting Strategies. ICORES Youri Kaminsky, Tobias Maltenberger, Mats Pörschke, Jan Westphal, Rainer Schlosser
2021	B	`conf`	Robust and Memory-Efficient Database Fragment Allocation for Large and Uncertain Database Workloads. EDBT Rainer Schlosser, Stefan Halfpap
2021	—	`conf`	Stochastic Dynamic Pricing Under Duopoly Competition with Mutual Strategy Adjustments. OR Rainer Schlosser, Alexander Kastius
2021	—	`conf`	Towards Transfer Learning for Revenue and Pricing Management. OR Alexander Kastius, Rainer Schlosser
2020	B	`conf`	A Decomposition Approach for Risk-Averse Index Selection. SSDBM Rainer Schlosser, Stefan Halfpap
2020	A	`conf`	Exploration of Dynamic Query-Based Load Balancing for Partially Replicated Database Systems with Node Failures. CIKM Stefan Halfpap, Rainer Schlosser
2020	J	`jnl`	Magic mirror in my hand, which is the best in the land? An Experimental Evaluation of Index Selection Algorithms. Proc. VLDB Endow. Jan Kossmann, Stefan Halfpap, Marcel Jankrift, Rainer Schlosser
2020	C	`conf`	Predicting Location Probabilities of Drivers to Improve Dispatch Decisions of Transportation Network Companies based on Trajectory Data. ICORES Keven Richly, Janos Brauer, Rainer Schlosser
2020	J	`jnl`	Risk-sensitive control of Markov decision processes: A moment-based approach with target distributions. Comput. Oper. Res. Rainer Schlosser
2020	J	`jnl`	Self-driving database systems: a conceptual approach. Distributed Parallel Databases Jan Kossmann, Rainer Schlosser
2019	A*	`conf`	A Comparison of Allocation Algorithms for Partially Replicated Databases. ICDE Stefan Halfpap, Rainer Schlosser
2019	—	`conf`	A Framework for Self-Managing Database Systems. ICDE Workshops Jan Kossmann, Rainer Schlosser
2019	J	`jnl`	Automated repricing and ordering strategies in competitive markets. AI Commun. Rainer Schlosser, Carsten Walther, Martin Boissier, Matthias Uflacker
2019	A*	`conf`	Efficient Scalable Multi-attribute Index Selection Using Recursive Strategies. ICDE Rainer Schlosser, Jan Kossmann, Martin Boissier
2019	C	`conf`	Stochastic Dynamic Pricing with Strategic Customers and Reference Price Effects. ICORES Rainer Schlosser
2019	—	`conf`	Stochastic Dynamic Pricing with Waiting and Forward-Looking Consumers. ICORES (Selected Papers) Rainer Schlosser
2019	A*	`conf`	Workload-Driven Fragment Allocation for Partially Replicated Databases Using Linear Programming. ICDE Stefan Halfpap, Rainer Schlosser
2018	A*	`conf`	Data-Driven Inventory Management and Dynamic Pricing Competition on Online Marketplaces. IJCAI Rainer Schlosser, Carsten Walther, Martin Boissier, Matthias Uflacker
2018	—	`conf`	Data-Driven Stochastic Dynamic Pricing and Ordering. OR Rainer Schlosser
2018	J	`jnl`	Dealing with the Dimensionality Curse in Dynamic Pricing Competition: Using Frequent Repricing to Compensate Imperfect Market Anticipations. CoRR Rainer Schlosser, Martin Boissier
2018	J	`jnl`	Dealing with the dimensionality curse in dynamic pricing competition: Using frequent repricing to compensate imperfect market anticipations. Comput. Oper. Res. Rainer Schlosser, Martin Boissier
2018	—	`conf`	Dynamic Pricing Competition with Unobservable Inventory Levels: A Hidden Markov Model Approach. ICORES (Selected Papers) Rainer Schlosser, Keven Richly
2018	C	`conf`	Dynamic Pricing Strategies in a Finite Horizon Duopoly with Partial Information. ICORES Rainer Schlosser, Keven Richly
2018	A*	`conf`	Dynamic Pricing under Competition on Online Marketplaces: A Data-Driven Approach. KDD Rainer Schlosser, Martin Boissier
2018	A*	`conf`	Hybrid Data Layouts for Tiered HTAP Databases with Pareto-Optimal Data Placements. ICDE Martin Boissier, Rainer Schlosser, Matthias Uflacker
2017	B	`conf`	An Interactive Platform to Simulate Dynamic Pricing Competition on Online Marketplaces. EDOC Sebastian Serth, Nikolai Podlesny, Marvin Bornstein, Jan Lindemann, Johanna Latt, Jan Selke, Rainer Schlosser, Martin Boissier, Matthias Uflacker
2017	A	`conf`	Data-Driven Repricing Strategies in Competitive Markets: An Interactive Simulation Platform. RecSys Martin Boissier, Rainer Schlosser, Nikolai Podlesny, Sebastian Serth, Marvin Bornstein, Johanna Latt, Jan Lindemann, Jan Selke, Matthias Uflacker
2017	—	`conf`	Detecting Fraudulent Advertisements on a Large E-Commerce Platform. EDBT/ICDT Workshops Tim Zimmermann, Timo Djürken, Arne Mayer, Michael Janke, Martin Boissier, Christian Schwarz, Rainer Schlosser, Matthias Uflacker
2017	J	`jnl`	Next Generation Cooperative Wearables: Generalized Activity Assessment Computed Fully Distributed Within a Wireless Body Area Network. IEEE Access Martin Seiffert, Flavio Holstein, Rainer Schlosser, Jochen H. Schiller
2017	C	`conf`	Optimal Price Reaction Strategies in the Presence of Active and Passive Competitors. ICORES Rainer Schlosser, Martin Boissier
2017	—	`conf`	Stochastic Dynamic Multi-product Pricing Under Competition. OR Rainer Schlosser
2017	J	`jnl`	Stochastic dynamic pricing and advertising in isoelastic oligopoly models. Eur. J. Oper. Res. Rainer Schlosser
2016	—	`conf`	A Cost-Aware and Workload-Based Index Advisor for Columnar In-Memory Databases. ICIST Martin Boissier, Timo Djürken, Rainer Schlosser, Martin Faust
2016	—	`conf`	How to Survive Dynamic Pricing Competition in E-commerce. RecSys Posters Rainer Schlosser, Martin Boissier, Andre Schober, Matthias Uflacker
2015	J	`jnl`	Oligopoly Pricing and Advertising in Isoelastic Adoption Models. Dyn. Games Appl. Kurt Helmes, Rainer Schlosser
2013	J	`jnl`	Optimal advertising and pricing in a class of general new-product adoption models. Eur. J. Oper. Res. Kurt Helmes, Rainer Schlosser, Martin Weber