Abstract: A method and apparatus can include a system controller and a system processor. The system controller can retrieve a health science related dataset from at least one database, the retrieved dataset including information associated with at least one of a patient medical information, healthcare provider clinical information, health related publications and treatment information, and pharmaceutical information, and transmit to a user equipment a recommendation of at least one of health diagnosis and treatment for a patient. The system processor can utilize multidimensional nonlinear manifold clustering on at least one element from the retrieved dataset, assign an entity formulated from the at least one element of the retrieved dataset into a decision hyper-volume based on the multidimensional nonlinear manifold clustering, and determine the recommendation of at least one of health diagnosis and treatment for the patient based on the assignment of the entity into the decision hyper-volume.

Abstract: A method and apparatus can include a system controller and a system processor. The system controller can retrieve a health science related dataset from at least one database, the retrieved dataset including information associated with at least one of a patient medical information, healthcare provider clinical information, health related publications and treatment information, and pharmaceutical information, and transmit to a user equipment a recommendation of at least one of health diagnosis and treatment for a patient. The system processor can utilize multidimensional nonlinear manifold clustering on at least one element from the retrieved dataset, assign an entity formulated from the at least one element of the retrieved dataset into a decision hyper-volume based on the multidimensional nonlinear manifold clustering, and determine the recommendation of at least one of health diagnosis and treatment for the patient based on the assignment of the entity into the decision hyper-volume.

Abstract: A method and apparatus can include a system controller and a system processor. The system controller can retrieve a cybersecurity dataset from at least one database, the retrieved dataset including information associated with at least one element associated with at least one of network traffic and process monitoring of at least one process being implemented in at least one network element. The system processor can utilize multidimensional nonlinear manifold clustering on the at least one element of the retrieved cybersecurity dataset, assign a threat entity formulated from the at least one element of the retrieved dataset into a cybersecurity threat hyper-volume based on the multidimensional nonlinear manifold clustering, and formulate a recommended action to be taken based on the assignment of the threat entity into the cybersecurity threat hyper-volume.

Abstract: A method and apparatus can include a system controller and a system processor. The system controller can retrieve a cybersecurity dataset from at least one database, the retrieved dataset including information associated with at least one element associated with at least one of network traffic and process monitoring of at least one process being implemented in at least one network element. The system processor can utilize multidimensional nonlinear manifold clustering on the at least one element of the retrieved cybersecurity dataset, assign a threat entity formulated from the at least one element of the retrieved dataset into a cybersecurity threat hyper-volume based on the multidimensional nonlinear manifold clustering, and formulate a recommended action to be taken based on the assignment of the threat entity into the cybersecurity threat hyper-volume.

Abstract: A method and apparatus can include a system controller and a system processor. The system controller can retrieve a health science related dataset from at least one database, the retrieved dataset including information associated with at least one of a patient medical information, healthcare provider clinical information, health related publications and treatment information, and pharmaceutical information, and transmit to a user equipment a recommendation of at least one of health diagnosis and treatment for a patient. The system processor can utilize multidimensional nonlinear manifold clustering on at least one element from the retrieved dataset, assign an entity formulated from the at least one element of the retrieved dataset into a decision hyper-volume based on the multidimensional nonlinear manifold clustering, and determine the recommendation of at least one of health diagnosis and treatment for the patient based on the assignment of the entity into the decision hyper-volume.

Abstract: Shipping containers are networked for transferring data between the shipping containers. The shipping containers include sensors for detecting hazardous conditions associated with the shipping containers. The hazardous condition sensed by any shipping container on a ship is transmitted through the network to a satellite transmitter and/or a radio transmitter for reporting to a central database.

Abstract: An RFID based security system detects a lock/unlocked condition when securing a premise and an open/close condition of a window and/or door to monitor for an intruder. A local interface polls a RFID tag and relays a read value to a user panel for a determination if an intruder has opened a window and/or door. Alternately, the local interface is connected to at least one of a second local interface and the user panel to form a security network. The security network is relied on to convey security information to the user panel for a determination if an intruder has opened a window and/or door.

Abstract: In accordance with the principles of the present invention utilizing a first radiation monitoring module, radiation information associated with the first radiation monitoring module within a tunnel is wirelessly transmitted to a second radiation monitoring module. The second radiation monitoring module is able to receive radiation information from the first radiation monitoring module for relay of the received radiation information to a central monitoring system. The radiation monitoring modules of the present invention allow long term monitoring of a tunnel's radiation levels with maintenance simply requiring replacement of a non-operational tunnel monitoring module by a robot.