Abstract: The system classifies aspects of beehive phenomenon by fusing sensor data from inside a beehive and human collected data from the same beehive using machine learning algorithms. The human collected data labels the sensor data indicating various aspects of beehive states. By collecting observation data from people looking into the beehives equipped with sensors, the sensor data is augmented with information. The resulting sensor and labelled dataset are used to train machine learning algorithms to classify beehive health states using sensor data alone. This system is used for remote monitoring of honeybee hives using in-hive sensors.

Abstract: The system classifies aspects of beehive phenomenon by fusing sensor data from inside a beehive and human collected data from the same beehive using machine learning algorithms. The human collected data labels the sensor data indicating various aspects of beehive states. By collecting observation data from people looking into the beehives equipped with sensors, the sensor data is augmented with information. The resulting sensor and labelled dataset are used to train machine learning algorithms to classify beehive health states using sensor data alone. This system is used for remote monitoring of honeybee hives using in-hive sensors.

Abstract: A system method and device for evaluating the Quality of Service (QoS) performance of mobile telephone devices in the concurrent performance of different services through a mobile telephone network is provided. In one embodiment, the method comprises establishing a first logical communication channel via the mobile telephone network, communicating first information over the first logical communication channel, establishing a second logical communication channel over a communication network, concurrently with said communicating first information, communicating second information over the second logical communication channel, and determining a plurality of service quality metrics for the first and second information communicated over the first and second logical communication channel.

Abstract: A system method and device for evaluating the Quality of Service (QoS) performance of mobile telephone devices in the concurrent performance of different services through a mobile telephone network is provided. In one embodiment, the method comprises establishing a first logical communication channel via the mobile telephone network, communicating first information over the first logical communication channel, establishing a second logical communication channel over a communication network, concurrently with said communicating first information, communicating second information over the second logical communication channel, and determining a plurality of service quality metrics for the first and second information communicated over the first and second logical communication channel.

Abstract: A system method and device for evaluating the Quality of Service (QoS) performance of mobile telephone devices in the concurrent performance of different services through a mobile telephone network is provided. In one embodiment, the method comprises establishing a first logical communication channel via the mobile telephone network, communicating first information over the first logical communication channel, establishing a second logical communication channel over a communication network, concurrently with said communicating first information, communicating second information over the second logical communication channel, and determining a plurality of service quality metrics for the first and second information communicated over the first and second logical communication channel.

Abstract: A system method and device for evaluating the Quality of Service (QoS) performance of mobile telephone devices in the concurrent performance of different services through a mobile telephone network is provided. In one embodiment, the method comprises establishing a first logical communication channel via the mobile telephone network, communicating first information over the first logical communication channel, establishing a second logical communication channel over a communication network, concurrently with said communicating first information, communicating second information over the second logical communication channel, and determining a plurality of service quality metrics for the first and second information communicated over the first and second logical communication channel.