An enormous and ever-growing volume of data is nowadays becoming available in a sequential fashion various real-world applications. Learning nonstationary environments constitutes major challenge, this problem becomes orders magnitude more complex the presence class imbalance. We provide new insights into learning from imbalanced online learning, largely unexplored area. propose novel Adaptive ...

Power generation all over the world is slowly being taken by renewable energy technologies to alleviate crisis, as well provide clean and green energy. Therefore, in foreseeable future, most likely may compete on par level with conventional generation. The near future holds rebalancing of global power system market, which mandates, interpretation upcoming current trends revolving around pricing...