World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
33
Citations
4952
World Ranking
12635
National Ranking
5115

Overview

Berthold Reinwald is affiliated with IBM in the United States and has contributed to the fields of Computer Science and Decision Sciences through a variety of research publications. Their work covers multiple subfields, including Artificial Intelligence, Management Science and Operations Research, Molecular Biology, Statistical and Nonlinear Physics, and Computer Networks and Communications.

Their research focuses prominently on topics such as Advanced Graph Neural Networks, Topic Modeling, Data Quality and Management, Machine Learning in Healthcare, Complex Network Analysis Techniques, Semantic Web and Ontologies, and Biomedical Text Mining and Ontologies.

Frequent publication venues for Reinwald include:

  • arXiv (Cornell University)
  • Movebank
  • Proceedings of the AAAI Conference on Artificial Intelligence
  • The VLDB Journal

Reinwald has collaborated repeatedly with several co-authors, including Nasrullah Sheikh, Xiao Qin, Lingfei Wu, Chuan Lei, and Qin Xiao, reflecting a pattern of joint research activity within the computer science and artificial intelligence communities.

Recent papers authored or co-authored by Berthold Reinwald include:

  • Relation-aware Graph Attention Model with Adaptive Self-adversarial Training, 2021, Proceedings of the AAAI Conference on Artificial Intelligence
  • Knowledge Graph Embedding using Graph Convolutional Networks with Relation-Aware Attention, 2021, arXiv (Cornell University)
  • Adaptive Multi-Model Reinforcement Learning for Online Database Tuning, 2021, Movebank
  • A Neural Architecture for Person Ontology population, 2020, arXiv (Cornell University)
  • Forecasting in multivariate irregularly sampled time series with missing values, 2020, arXiv (Cornell University)

Best Publications

  • Efficiently Publishing Relational Data as XML Documents

    Jayavel Shanmugasundaram;Eugene J. Shekita;Rimon Barr;Michael J. Carey

  • SystemML: Declarative machine learning on MapReduce

    Amol Ghoting;Rajasekar Krishnamurthy;Edwin Pednault;Berthold Reinwald

  • System and method for adaptive database caching

    Mehmet Altinel;Christof Bomhoevd;Chandrasekaran Mohan;Mir Hamid Pirahesh

  • Clash of the titans: MapReduce vs. Spark for large scale data analytics

    Juwei Shi;Yunjie Qiu;Umar Farooq Minhas;Limei Jiao

  • On synopses for distinct-value estimation under multiset operations

    Kevin Beyer;Peter J. Haas;Berthold Reinwald;Yannis Sismanis

  • SystemML: declarative machine learning on spark

    Matthias Boehm;Michael W. Dusenberry;Deron Eriksson;Alexandre V. Evfimievski

  • System, method, and apparatus for multidimensional exploration of content items in a content store

    Akanksha Baid;Berthold Reinwald;Alkis Simitsis;John Sismanis

  • Cache tables: paving the way for an adaptive database cache

    Mehmet Altinel;Christof Bornhövd;Sailesh Krishnamurthy;C. Mohan

  • GORDIAN: efficient and scalable discovery of composite keys

    Yannis Sismanis;Paul Brown;Peter J. Haas;Berthold Reinwald

  • Platform-independent method and system for graphically presenting the evaluation of a query in a database management system

    Tanya Couch;Stefan Bengt Edlund;George Lapis;Guy Maring Lohman

  • Hybrid parallelization strategies for large-scale machine learning in SystemML

    Matthias Boehm;Shirish Tatikonda;Berthold Reinwald;Prithviraj Sen

  • Systeme und Verfahren zur Verarbeitung von maschinellen Lernalgorithmen in einer Mapreduce-Umgebung

    Berthold Reinwald;Shivakumar Vaithyanathan;Vikas Sindhwani;Shirish Tatikonda

  • Compressed linear algebra for large-scale machine learning

    Ahmed Elgohary;Matthias Boehm;Peter J. Haas;Frederick R. Reiss

  • Adaptive Database Caching with DBCache.

    Christof Bornhövd;Mehmet Altinel;C. Mohan;Hamid Pirahesh

  • Implementing a scalable XML publish/subscribe system using relational database systems

    Feng Tian;Berthold Reinwald;Hamid Pirahesh;Tobias Mayr

  • Towards keyword-driven analytical processing

    Ping Wu;Yannis Sismanis;Berthold Reinwald

  • XML programming with SQL/XML and XQuery

    J. E. Funderburk;S. Malaika;B. Reinwald

  • Automatic generation of database invocation mechanism for external web services

    Larry Brown;James C. Kleewein;Rong Qu;Berthold Reinwald

  • Graph search system and method for querying loosely integrated data

    Andrey Balmin;Heasoo Hwang;Mir Hamid Pirahesh;Berthold Reinwald

  • Invocation of web services from a database

    Larry Brown;James C. Kleewein;Berthold Reinwald;Peter M. Schwarz

Frequent Co-Authors

Peter J. Haas
Peter J. Haas University of Massachusetts Amherst
Hamid Pirahesh
Hamid Pirahesh IBM (United States)
Shivakumar Vaithyanathan
Shivakumar Vaithyanathan IBM (United States)
Chandrasekaran Mohan
Chandrasekaran Mohan IBM (United States)
Vikas Sindhwani
Vikas Sindhwani Google (United States)
Xiao Qin
Xiao Qin Auburn University
Michael J. Carey
Michael J. Carey University of California, Irvine
Alkis Simitsis
Alkis Simitsis Micro Focus (United States)
Mir Hamid Pirahesh
Mir Hamid Pirahesh IBM (United States)
Guy M. Lohman
Guy M. Lohman IBM (United States)

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