Towards Utilization of Neurofuzzy Systems for Taxonomic Identification Using Psittacines as a Case Study
Table 5
Included genera and species.
Scientific name
Common name
References
Num. rules
Probosciger aterrimus
Palm cockatoo
[B][D][H]
9
Calyptorhynchus funereus
Yellow-tailed black cockatoo
[B][D][H]
9
Calyptorhynchus latirostris
Carnaby’s black cockatoo
[B][D][H]
9
Calyptorhynchus banksii
Red-tailed black cockatoo
[B][D][H]
9 (♂) 9 (♀)
Calyptorhynchus lathami
Glossy black cockatoo
[B][D][H]
7 (♂) 9 (♀)
Callocephalon fimbriatum
Gang-gang cockatoo
[B][D][H]
9 (♂) 7 (♀)
Eolophus roseicapilla
Galah
[B][D][H]
9
Cacatua leadbeateri
Major Mitchell’s cockatoo
[B][D][H]
9
Cacatua sulphurea
Yellow-crested cockatoo
[B][D]
9
Cacatua galerita
Sulphur-crested cockatoo
[B][D][H]
6
Cacatua ophthalmica
Blue-eyed cockatoo
[B][D]
2
Cacatua alba
White-crested cockatoo
[B][D]
1
Cacatua moluccensis
Salmon-crested cockatoo
[B][D]
9
Cacatua tenuirostris
Slender-billed corella
[B][D][H]
9
Cacatua pastinator
Western corella
[B][D][H]
9
Cacatua sanguinea
Little corella
[B][D][H]
9
Cacatua ducorpsii
Ducorps’ corella
[B][D]
8
Cacatua goffini
Goffin’s corella
[B][D]
6
Cacatua haematuropygia
Red-vented corella
[B][D]
9
Nymphicus hollandicus
Cockatiel
[B][D][H]
8 (♂) 9 (♀)
Strigops habroptilus
Kakapo
[B][D]
9 (♂) 9 (♀)
Nestor notabilis
Kea
[B][D]
9
Nestor meridionalis
Kaka
[B][D]
9
Psittrichas fulgidus
Pesquet’s parrot
[B][D][J]
9
Micropsitta pusio
Buff-faced pygmy parrot
[B][D]
9
Micropsitta keinsis
Yellow-capped pygmy parrot
[B][D]
9
Micropsitta geelvinkiana
Geelvink pygmy parrot
[B][D]
9 (♂) 9 (♀)
Micropsitta meeki
Meek’s pygmy parrot
[B][D]
9
Micropsitta finschii
Finsch’s pygmy parrot
[B][D]
9 (♂) 9 (♀)
Micropsitta bruijnii
Red-breasted pygmy parrot
[B][D][J]
9 (♂) 9 (♀)
Cyclopsitta gulielmitertii
Orange-breasted fig parrot
[B][D]
9 (♂) 9 (♀)
Cyclopsitta diophthalma
Double-eyed fig parrot
[B][D]
9 (♂) 9 (♀)
Psittaculirostris desmarestii
Desmarest’s fig parrot
[B][D]
9
Psittaculirostris edwardsii
Edward’s fig parrot
[B][D]
8 (♂) 8 (♀)
Psittaculirostris salvadorii
Salvadori’s fig parrot
[B][D]
9 (♂) 9 (♀)
Bolbopsittacus lunulatus
Guaiabero
[B][D]
9 (♂) 9 (♀)
Psittinus cyanurus
Blue-rumped parrot
[B][D][K][J]
9 (♂) 9 (♀)
Geoffroyus simplex
Blue-collared parrot
[B][D]
9 (♂) 7 (♀)
Geoffroyus heteroclitus
Singing parrot
[B][D]
9 (♂) 9 (♀)
Geoffroyus geoffroyi
Red-cheeked parrot
[B][D][J]
9 (♂) 7 (♀)
Prioniturus luconensis
Green racquet-tailed parrot
[B][D]
9
Prioniturus montanus
Mountain racquet-tailed parrot
[B][D]
9 (♂) 7 (♀)
Prioniturus verticalis
Blue-winged racquet-tailed parrot
[B][D]
9
Prioniturus waterstradti
Mindanao racquet-tailed parrot
[B][D]
9
Prioniturus platenae
Blue-headed racquet-tailed parrot
[B][D]
9
Prioniturus discurus
Blue-crowned racquet-tailed parrot
[B][D][K]
9
Prioniturus flavicans
Yellow-breasted racquet-tailed parrot
[B][D]
9
Prioniturus platurus
Golden-mantled racquet-tailed parrot
[B][D]
9 (♂) 6 (♀)
Prioniturus mada
Buru racquet-tailed parrot
[B][D]
9 (♂) 9 (♀)
Eclectus roratus
Eclectus parrot
[B][D][H][J]
9 (♂) 9 (♀)
Tanygnathus megalorynchos
Great-billed parrot
[B][D][J]
9
Tanygnathus lucionensis
Blue-naped parrot
[B][D][K]
9
Tanygnathus sumatranus
Blue-backed parrot
[B][D]
9
Tanygnathus gramineus
Black-lored parrot
[B][D]
9
Psittacula eupatria
Alexandrine parakeet
[B][D][C][K]
9 (♂) 9 (♀)
Psittacula krameri
Rose-ringed parakeet
[B][D][I][A][C][K]
9 (♂) 9 (♀)
Psittacula echo
Mauritius parakeet
[B][D]
9
Psittacula columboides
Malabar parakeet
[B][D][C]
9 (♂) 9 (♀)
Psittacula calthorpae
Emerald-collared parakeet
[B][D][C]
9
Psittacula cyanocephala
Plum-headed parakeet
[B][D][C]
9 (♂) 6 (♀)
Psittacula roseata
Blossom-headed parakeet
[B][D][C][K]
9 (♂) 9 (♀)
Psittacula himalayana
Slaty-headed parakeet
[B][D][C]
9
Psittacula finschii
Gray-headed parakeet
[B][D][C]
7
Psittacula derbiana
Derbyan parakeet
[B][D][C]
9
Psittacula caniceps
Nicobar parakeet
[B][D][C]
7
Psittacula alexandri
Red-breasted parakeet
[B][D][C][K][J]
9
Psittacula longicauda
Long-tailed parakeet
[B][D][C][K][J]
9
Agapornis canus
Gray-headed lovebird
[B][D]
9 (♂) 9 (♀)
Agapornis pullarius
Red-faced lovebird
[B][D][I][A]
9
Agapornis taranta
Black-winged lovebird
[B][D][I]
9 (♂) 9 (♀)
Agapornis swindernianus
Black-collared lovebird
[B][D][I][A]
9
Agapornis roseicollis
Peach-faced lovebird
[B][D][I][A]
9
Agapornis personatus
Masked lovebird
[B][D][I]
9
Agapornis fischeri
Fischer’s lovebird
[B][D][I]
9
Agapornis lilianae
Nyasa lovebird
[B][D][I]
9
Agapornis nigrigenis
Black-cheeked lovebird
[B][D][I]
9
Loriculus vernalis
Vernal hanging parrot
[B][D][C][K]
9
Loriculus beryllinus
Ceylon hanging parrot
[B][D]
9
Loriculus philippensis
Philippine hanging parrot
[B][D]
9 (♂) 9 (♀)
Loriculus galgulus
Blue-crowned hanging parrot
[B][D][K][J]
9 (♂) 4 (♀)
Loriculus stigmatus
Maroon-rumped hanging parrot
[B][D]
9 (♂) 9 (♀)
Loriculus amabilis
Moluccan hanging parrot
[B][D][J]
7 (♂) 6 (♀)
Loriculus sclateri
Sula hanging parrot
[B][D]
9
Loriculus catamene
Sangihe hanging parrot
[B][D]
9 (♂) 9 (♀)
Loriculus flosculus
Flores hanging parrot
[B][D][J]
9 (♂) 8 (♀)
Loriculus exilis
Green hanging parrot
[B][D]
7
Loriculus pusillus
Yellow-throated hanging parrot
[B][D][J]
9
Loriculus aurantiifrons
Orange-fronted hanging parrot
[B][D]
9 (♂) 9 (♀)
Loriculus tener
Green-rumped hanging parrot
[B][D]
9
Alisterus amboinensis
Moluccan king parrot
[B][D]
9
Alisterus chloropterus
Papuan king parrot
[B][D]
7 (♂) 4 (♀)
Alisterus scapularis
Australian king parrot
[B][D][H]
3 (♂) 5 (♀)
Aprosmictus jonquillaceus
Olive-shouldered parrot
[B][D]
8
Aprosmictus erythropterus
Red-winged parrot
[B][D][H][J]
7 (♂) 9 (♀)
Purpureicephalus spurius
Red-capped parrot
[B][D][H]
9
Northiella haematogaster
Bluebonnet (yellow-vented)
[B][D][H]
9
Lathamus discolor
Swift parrot
[B][D][H]
1
Eunymphicus cornutus
Horned parakeet
[B][D]
9
Prosopeia personata
Masked shining parrot
[B][D]
9
Prosopeia tabuensis
Red shining parrot
[B][D]
9
Neopsephotus bourkii
Bourke’s parrot
[B][D][H]
9
Melopsittacus undulatus
Budgerigar
[B][D][H]
9
Psittacus erithacus
Gray parrot
[B][D][I][A]
9
Poicephalus robustus
Brown-necked parrot
[B][D][I][A]
9 (♂) 9 (♀)
Poicephalus gulielmi
Jardine’s parrot
[B][D][I][A]
9
Poicephalus flavifrons
Yellow-faced parrot
[B][D][I]
9
Poicephalus cryptoxanthus
Brown-headed parrot
[B][D][I]
9
Poicephalus crassus
Niam-Niam parrot
[B][D][I][A]
9
Poicephalus meyeri
Meyer’s parrot
[B][D][I][A]
9
Poicephalus rueppellii
Ruppell’s parrot
[B][D][I]
9 (♂) 9 (♀)
Poicephalus rufiventris
Red-bellied parrot
[B][D][I]
9 (♂) 8 (♀)
Poicephalus senegalus
Senegal parrot
[B][D][I][A]
9
Anodorhynchus hyacinthinus
Hyacinth Macaw
[B][D][G]
9
Anodorhynchus leari
Lear’s Macaw
[B][D][G]
9
Anodorhynchus glaucus
Glaucous Macaw
[B][D][G]
8
Cyanopsitta spixii
Spix’s Macaw
[B][D][G]
2
Ara ararauna
Blue and yellow Macaw
[B][D][G][F]
9
Ara glaucogularis
Blue-throated Macaw
[B][D][G]
9
Ara macao
Scarlet Macaw
[B][D][G][F]
9
Ara chloroptera
Green-winged Macaw
[B][D][G]
9
Ara militaris
Military Macaw
[B][D][G]
9
Ara ambiguus
Great green Macaw
[B][D][G]
9
Ara rubrogenys
Red-fronted Macaw
[B][D][G]
9
Ara severus
Chestnut-fronted Macaw
[B][D][G]
9
Primolius auricollis
Yellow-collared Macaw
[B][D][G]
5
Primolius maracana
Blue-winged Macaw
[B][D][G]
5
Primolius couloni
Blue-headed Macaw
[B][D][G]
5
Orthopsittaca manilata
Red-bellied Macaw
[B][D][G]
4
Diopsittaca nobilis
Red-shouldered Macaw (Hahn’s Macaw)
[B][D][G]
9
Rhynchopsitta pachyrhyncha
Thick-billed parrot
[B][D][F][E]
1
Rhynchopsitta terrisi
Maroon-fronted parrot
[B][D][F]
1
Ognorhynchus icterotis
Yellow-eared conure
[B][D][G]
5
Guaruba guarouba
Golden conure
[B][D][G]
3
Nandayus nenday
Nanday conure
[B][D][G]
9
Cyanoliseus patagonus
Patagonian conure (lesser)
[B][D][G]
9
Myiopsitta monachus
Monk parakeet
[B][D][G][E]
9
Pionites melanocephala
Black-capped parrot
[B][D][G]
9
Pionites leucogaster
White-bellied parrot
[B][D][G]
9
Graydidascalus brachyurus
Short-tailed parrot
[B][D][G]
7
Deroptyus accipitrinus
Hawk-headed parrot
[B][D]
9
Triclaria malachitacea
Purple-bellied parrot
[B][D]
6 (♂) 4 (♀)
Sexes for the species were separated for the second, third, and fourth rounds of testing. Num. rules: the number of rules for each class in round 4 run 2, where ♂ indicates the male of the species and ♀ indicates the female.