(Paperback)

Paperback. Monografiya prisvyachena novim efektivnim nechitkim metodam obchislyuvalnogo intelektu, a same, nechitkiy klasterizatsii danikh za umov apriornoi neviznachenosti ta nadannya im adaptivnikh vlastivostey, shcho zabezpechue mozhlivist opratsovuvannya potokiv nestatsionarnikh danikh, vikrivlenikh zavadami ta propuskami, shcho poslidovno nadkhodyat na obrobku v onlayn rezhimi. Provedeno analiz isnuyuchikh metodiv obrobki potokiv danikh v umovakh apriornoi neviznachenosti ta vikrivlenosti, obgruntovano neobkhidnist virishennya zadach klasterizatsii ta analizu danikh za umov zminnikh kharakteristik potoku, shcho vklyuchae zminu kilkosti klasiv, ikhnoi strukturi ta neperedbachuvanikh dreyfiv. Rozrobleno adaptivni metodi nechitkoi klasterizatsii, yaki zdatni pratsyuvati yak v paketnomu, tak i v onlayn rezhimakh, a takozh na vibirkakh, shcho zminyuyut rozmirnist ta formu klasteriv; dozvolyayut obroblyati veliki obsyagi danikh, shcho mozhut nadkhoditi na obrobku poslidovno u formi potokiv danikh, efektivno pratsyuvati za umov potochnoi ta apriornoi neviznachenosti, stokhastichnosti, neliniynosti, nestatsionarnosti ta e naybilsh pristosovanimi dlya virishennya zadach Data Mining ta Data Stream Mining. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability.…