Optimal advertising and pricing in a class of general new-product adoption models. - Kurt Helmes; Rainer Schlosser; Martin Weber (Eur. J. Oper. Res., 2013)

Oligopoly Pricing and Advertising in Isoelastic Adoption Models. - Kurt Helmes; Rainer Schlosser (Dyn. Games Appl., 2015)

A Cost-Aware and Workload-Based Index Advisor for Columnar In-Memory Databases. - Martin Boissier 001; Timo Djürken; Rainer Schlosser; Martin Faust (ICIST, 2016)

How to Survive Dynamic Pricing Competition in E-commerce. - Rainer Schlosser; Martin Boissier 001; Andre Schober; Matthias Uflacker (RecSys Posters, 2016)

Detecting Fraudulent Advertisements on a Large E-Commerce Platform. - Tim Zimmermann; Timo Djürken; Arne Mayer; Michael Janke; Martin Boissier 001; Christian Schwarz 001; Rainer Schlosser; Matthias Uflacker (EDBT/ICDT Workshops, 2017)

An Interactive Platform to Simulate Dynamic Pricing Competition on Online Marketplaces. - Sebastian Serth; Nikolai Podlesny; Marvin Bornstein; Jan Lindemann; Johanna Latt; Jan Selke; Rainer Schlosser; Martin Boissier 001; Matthias Uflacker (EDOC, 2017)

Optimal Price Reaction Strategies in the Presence of Active and Passive Competitors. - Rainer Schlosser; Martin Boissier 001 (ICORES, 2017)

Stochastic Dynamic Multi-product Pricing Under Competition. - Rainer Schlosser (OR, 2017)

Data-Driven Repricing Strategies in Competitive Markets: An Interactive Simulation Platform. - Martin Boissier 001; Rainer Schlosser; Nikolai Podlesny; Sebastian Serth; Marvin Bornstein; Johanna Latt; Jan Lindemann; Jan Selke; Matthias Uflacker (RecSys, 2017)

Next Generation Cooperative Wearables: Generalized Activity Assessment Computed Fully Distributed Within a Wireless Body Area Network. - Martin Seiffert; Flavio Holstein; Rainer Schlosser; Jochen H. Schiller (IEEE Access, 2017)

Stochastic dynamic pricing and advertising in isoelastic oligopoly models. - Rainer Schlosser (Eur. J. Oper. Res., 2017)

Hybrid Data Layouts for Tiered HTAP Databases with Pareto-Optimal Data Placements. - Martin Boissier 001; Rainer Schlosser; Matthias Uflacker (ICDE, 2018)

Dynamic Pricing Strategies in a Finite Horizon Duopoly with Partial Information. - Rainer Schlosser; Keven Richly (ICORES, 2018)

Dynamic Pricing Competition with Unobservable Inventory Levels: A Hidden Markov Model Approach. - Rainer Schlosser; Keven Richly (ICORES (Selected Papers), 2018)

Data-Driven Inventory Management and Dynamic Pricing Competition on Online Marketplaces. - Rainer Schlosser; Carsten Walther; Martin Boissier 001; Matthias Uflacker (IJCAI, 2018)

Dynamic Pricing under Competition on Online Marketplaces: A Data-Driven Approach. - Rainer Schlosser; Martin Boissier 001 (KDD, 2018)

Data-Driven Stochastic Dynamic Pricing and Ordering. - Rainer Schlosser (OR, 2018)

Dealing with the dimensionality curse in dynamic pricing competition: Using frequent repricing to compensate imperfect market anticipations. - Rainer Schlosser; Martin Boissier 001 (Comput. Oper. Res., 2018)

Workload-Driven Fragment Allocation for Partially Replicated Databases Using Linear Programming. - Stefan Halfpap; Rainer Schlosser (ICDE, 2019)

A Comparison of Allocation Algorithms for Partially Replicated Databases. - Stefan Halfpap; Rainer Schlosser (ICDE, 2019)

A Framework for Self-Managing Database Systems. - Jan Kossmann; Rainer Schlosser (ICDE Workshops, 2019)

Efficient Scalable Multi-attribute Index Selection Using Recursive Strategies. - Rainer Schlosser; Jan Kossmann; Martin Boissier 001 (ICDE, 2019)

Stochastic Dynamic Pricing with Strategic Customers and Reference Price Effects. - Rainer Schlosser (ICORES, 2019)

Stochastic Dynamic Pricing with Waiting and Forward-Looking Consumers. - Rainer Schlosser (ICORES (Selected Papers), 2019)

Automated repricing and ordering strategies in competitive markets. - Rainer Schlosser; Carsten Walther; Martin Boissier 001; Matthias Uflacker (AI Commun., 2019)

Exploration of Dynamic Query-Based Load Balancing for Partially Replicated Database Systems with Node Failures. - Stefan Halfpap; Rainer Schlosser (CIKM, 2020)

Predicting Location Probabilities of Drivers to Improve Dispatch Decisions of Transportation Network Companies based on Trajectory Data. - Keven Richly; Janos Brauer; Rainer Schlosser (ICORES, 2020)

A Decomposition Approach for Risk-Averse Index Selection. - Rainer Schlosser; Stefan Halfpap (SSDBM, 2020)

Risk-sensitive control of Markov decision processes: A moment-based approach with target distributions. - Rainer Schlosser (Comput. Oper. Res., 2020)

Self-driving database systems: a conceptual approach. - Jan Kossmann; Rainer Schlosser (Distributed Parallel Databases, 2020)

Magic mirror in my hand, which is the best in the land? An Experimental Evaluation of Index Selection Algorithms. - Jan Kossmann; Stefan Halfpap; Marcel Jankrift; Rainer Schlosser (Proc. VLDB Endow., 2020)

Robust and Memory-Efficient Database Fragment Allocation for Large and Uncertain Database Workloads. - Rainer Schlosser; Stefan Halfpap (EDBT, 2021)

A Probabilistic Location Prediction Approach to Optimize Dispatch Processes in the Ride-Hailing Industry. - Keven Richly; Rainer Schlosser; Janos Brauer; Hasso Plattner (HICSS, 2021)

Memory-Efficient Database Fragment Allocation for Robust Load Balancing when Nodes Fail. - Stefan Halfpap; Rainer Schlosser (ICDE, 2021)

Joint Index, Sorting, and Compression Optimization for Memory-Efficient Spatio-Temporal Data Management. - Keven Richly; Rainer Schlosser; Martin Boissier 001 (ICDE, 2021)

Pricing Competition in a Duopoly with Self-adapting Strategies. - Youri Kaminsky; Tobias Maltenberger; Mats Pörschke; Jan Westphal; Rainer Schlosser (ICORES, 2021)

Enabling Risk-Averse Dispatch Processes for Transportation Network Companies by Probabilistic Location Prediction. - Keven Richly; Rainer Schlosser; Janos Brauer (ICORES (Selected Papers), 2021)

Towards Transfer Learning for Revenue and Pricing Management. - Alexander Kastius; Rainer Schlosser (OR, 2021)

Stochastic Dynamic Pricing Under Duopoly Competition with Mutual Strategy Adjustments. - Rainer Schlosser; Alexander Kastius (OR, 2021)

SWIRL: Selection of Workload-aware Indexes using Reinforcement Learning. - Jan Kossmann; Alexander Kastius; Rainer Schlosser (EDBT, 2022)

GPUCSL: GPU-Based Library for Causal Structure Learning. - Tom Braun; Ben Hurdelhey; Dominik Meier; Petr Tsayun; Christopher Hagedorn; Johannes Huegle; Rainer Schlosser (ICDM (Workshops), 2022)

Solver-based Approaches for Robust Multi-index Selection Problems with Stochastic Workloads and Reconfiguration Costs. - Marcel Weisgut; Leonardo Hübscher; Oliver Nordemann; Rainer Schlosser (ICORES, 2022)

GPU Acceleration for Information-theoretic Constraint-based Causal Discovery. - Christopher Hagedorn; Constantin Lange; Johannes Huegle; Rainer Schlosser (CD@KDD, 2022)

Multi-agent Dynamic Pricing Using Reinforcement Learning and Asymmetric Information. - Alexander Kastius; Nils Kiele; Rainer Schlosser (OR, 2022)

A Conceptual Framework for Studying Self-learning Agents in Recommerce Markets. - Rainer Schlosser; Alexander Kastius (OR, 2022)

Das Fachgebiet "Enterprise Platform and Integration Concepts" am Hasso-Plattner-Institut. - Michael Perscheid; Hasso Plattner; Daniel Ritter 001; Rainer Schlosser; Ralf Teusner (Datenbank-Spektrum, 2022)

Dynamic pricing with reference price effects in integrated online and offline retailing. - Régis Y. Chenavaz; Walid Klibi; Rainer Schlosser (Int. J. Prod. Res., 2022)

Understanding unforeseen production downtimes in manufacturing processes using log data-driven causal reasoning. - Christopher Hagedorn; Johannes Huegle; Rainer Schlosser (J. Intell. Manuf., 2022)

Budget-Conscious Fine-Grained Configuration Optimization for Spatio-Temporal Applications. - Keven Richly; Rainer Schlosser; Martin Boissier 001 (Proc. VLDB Endow., 2022)

Self-Adaptive Agents in a Dynamic Pricing Duopoly: Competition, Collusion, and Risk Considerations. - Rainer Schlosser; Jan Westphal; Mats Pörschke; Tobias Maltenberger; Youri Kaminsky (SN Comput. Sci., 2022)

Enterprise Platform and Integration Concepts Research at HPI. - Michael Perscheid; Hasso Plattner; Daniel Ritter 001; Rainer Schlosser; Ralf Teusner (SIGMOD Rec., 2022)

Dynamic Pricing under Competition: Challenges and Opportunities. - Rainer Schlosser (ICORES, 2023)

Welcome to the Jungle: A Conceptual Comparison of Reinforcement Learning Algorithms. - Kenneth Schröder; Alexander Kastius; Rainer Schlosser (ICORES, 2023)

Reinforcement Learning Algorithms: Categorization and Structural Properties. - Kenneth Schröder; Alexander Kastius; Rainer Schlosser (ICORES (Selected Papers), 2023)

A KNN-Based Non-Parametric Conditional Independence Test for Mixed Data and Application in Causal Discovery. - Johannes Huegle; Christopher Hagedorn; Rainer Schlosser (ECML/PKDD (1), 2023)

Robust Index Selection for Stochastic Dynamic Workloads. - Rainer Schlosser; Marcel Weisgut; Leonardo Hübscher; Oliver Nordemann (SN Comput. Sci., 2023)

Risk-averse dynamic pricing using mean-semivariance optimization. - Rainer Schlosser; Jochen Gönsch (Eur. J. Oper. Res., 2023)

Fragment Allocations for Partially Replicated Databases Considering Data Modifications and Changing Workloads. - Stefan Halfpap; Rainer Schlosser (CIKM, 2024)

Hieros: Hierarchical Imagination on Structured State Space Sequence World Models. - Paul Mattes; Rainer Schlosser; Ralf Herbrich (ICML, 2024)

Self-learning Agents for Recommerce Markets. - Jan Groeneveld; Judith Herrmann; Nikkel Mollenhauer; Leonard Dreeßen; Nick Bessin; Johann Schulze Tast; Alexander Kastius; Johannes Huegle; Rainer Schlosser (Bus. Inf. Syst. Eng., 2024)

Looking Deeply into the Magic Mirror: An Interactive Analysis of Database Index Selection Approaches. - Stefan Halfpap; Jan Kossmann; Rainer Schlosser; Volker Markl (Proc. VLDB Endow., 2024)

Joint dynamic pricing and marketing-mix strategies for revenue management applications with stochastic demand. - Rainer Schlosser; Régis Y. Chenavaz (Int. Trans. Oper. Res., 2025)