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AIPARK offers detailed parking information for more than 1.8 Mio parking areas in Germany with nationwide coverage. Additionally, accurate occupancy predictions are derived using data from a network of more than 5 million smartphones. Use the AIPARK API Explorer application to try out and test the interface. Please send a request via email if you are a developer and require an API key. We'll be in touch with you shortly. This application is provided via a demo backend environment. Please note that API load tests do not reflect the performance of the productive system. Mail: [email protected]

A collection of filters for manipulating multi-instance data. Includes PropositionalToMultiInstance, MultiInstanceToPropositional, MILESFilter and RELAGGS. For more information see: M.-A. Krogel, S. Wrobel: Facets of Aggregation Approaches to Propositionalization. In: Work-in-Progress Track at the Thirteenth International Conference on Inductive Logic Programming (ILP), 2003. Y. Chen, J. Bi, J.Z. Wang (2006). MILES: Multiple-instance learning via embedded instance selection. IEEE PAMI. 28(12):1931-1947. James Foulds, Eibe Frank: Revisiting multiple-instance learning via embedded instance selection. In: 21st Australasian Joint Conference on Artificial Intelligence, 300-310, 2008.

This module is a custom implementation of the Large Margin Nearest Neighbor classification scheme of Weinberger, Saul, et al. (2009). It contains an implementation of the k-nearest neighbor and LMNN classifier as well as (most importantly) gradient calculation schemes on the LMNN cost function given a sequential data set and a user-choice of alignment algorithm. This enables users to learn parameters of the alignment distance in question using a gradient descent on the LMNN cost function. More information on this approach can be found in the Masters Thesis "Adaptive Affine Sequence Alignment Using Algebraic Dynamic Programming"

Ganymed SSH-2 for Java is a library which implements the SSH-2 protocol in pure Java (tested on J2SE 1.4.2 and 5.0). It allows one to connect to SSH servers from within Java programs. It supports SSH sessions (remote command execution and shell access), local and remote port forwarding, local stream forwarding, X11 forwarding, SCP and SFTP. There are no dependencies on any JCE provider, as all crypto functionality is included. Originally, Ganymed SSH-2 for Java was developed for the Ganymed replication project at ETH Zurich (Switzerland). Downloads and more information about JSch may be found at http://www.cleondris.ch/opensource/ssh2/. This library is the provider bridge for SSHAPI.

This version uses the Mavenized 1.6/1.7 branch of Maverick. It will probably eventually become the default Maverick provider implementation, but until such a time it will be a separate module. Using this version we pull the Maverick jars from the SSHTools repository and build directly Maverick is the definitive solution for total SSH compatibility on the Java™ platform. The library is designed to support SSH1 and SSH2 using any version of the Java Development Kit from 1.1 and above, and the API is also now J2ME-ready1 in anticipation of the new breed of interconnected mobile devices Downloads and more information about Maverick may be found at http://www.sshtools.co.uk/en/j2ssh-maverick/. This library is the provider bridge for SSHAPI.

libssh is a C library that enables you to write a program that uses the SSH protocol. With it, you can remotely execute programs, transfer files, or use a secure and transparent tunnel for your remote programs. The SSH protocol is encrypted, ensures data integrity, and provides strong means of authenticating both the server of the client. The library hides a lot of technical details from the SSH protocol, but this does not mean that you should not try to know about and understand these details. This is the SSHAPI provider bridge for libssh, and uses JNA. Downloads and more information about libssh may be found at http://api.libssh.org/master/index.html. This library is deployed to SSHTools own Maven repository.