• Publications
  • Influence
Predicting breast tumor proliferation from whole‐slide images: The TUPAC16 challenge
TLDR
We organized the TUmor Proliferation Assessment Challenge 2016 (TUPAC16) on prediction of tumor proliferation scores from WSIs. Expand
“Found in Translation”: predicting outcomes of complex organic chemistry reactions using neural sequence-to-sequence models† †Electronic supplementary information (ESI) available: Time-split test set
TLDR
Using a text-based representation of molecules, chemical reactions are predicted with a neural machine translation model borrowed from language processing. Expand
Wide residual networks for mitosis detection
TLDR
We propose the use of a recently published convolutional neural network architecture, Wide Residual Networks, for mitosis detection in breast histology images. Expand
Classifying server behavior and predicting impact of modernization actions
TLDR
We use a random forest classifier to identify and rank servers with problematic behavior as candidates for modernization using incident tickets and server attributes data. Expand
Impact of HW and OS type and currency on server availability derived from problem ticket analysis
TLDR
We analyze the impact and importance of different server attributes – HW and OS type, HW age, OS currency, as well as CPU and memory utilization – on server availability. Expand
On the adoption and impact of predictive analytics for server incident reduction
TLDR
The Predictive Analytics for Server Incident Reduction (PASIR) solution developed at IBM has been broadly deployed to 130 IT environments since the beginning of 2014. Expand
Building a cognitive platform for the managed IT services lifecycle
TLDR
In this paper, we present IBM's cognitive strategy for service delivery transformation to a services integration approach for IT service management. Expand
ezNL2SQL: A System for Network Devices Management with a Natural Language Interface for Databases
To enhance and accelerate the work of network management experts of large IT environments, we present ezNL2SQL. It is a fast and flexible system that provides a natural language interface to aExpand
...
1
2
...