2017 |
Hameed, S S; Hassan, R; Muhammad, F F Pemilihan dan klasifikasi ekspresi gen dalam gangguan autisme: Penggunaan gabungan penapis statistik dan algoritma GBPSO-SVM Artikel Jurnal PLoS SATU, 12 (11), 2017, ISSN: 19326203, (dipetik oleh 11). Abstrak | Pautan | BibTeX | Tag: Ketepatan, Algoritma, Artikel, Autisme, Gangguan Spektrum Autisme, Gen CAPS2, Pengelasan (maklumat), Pengelas, Kajian Eksperimen, Gen, Ekspresi Gen, Pengenalan Gen, Persatuan Genetik, Prosedur Genetik, Risiko Genetik, Genetik, Algoritma Mesin Vektor Sokongan Pengoptimuman Zarah Perduaan Perduaan Geometri, Manusia, Penilaian risiko, Penyeragaman, Penapis Statistik, Parameter Statistik, Statistik, Mesin Vektor Sokongan @artikel{Hameed2017, tajuk = {Pemilihan dan klasifikasi ekspresi gen dalam gangguan autisme: Penggunaan gabungan penapis statistik dan algoritma GBPSO-SVM}, pengarang = {S S Hameed dan R Hassan dan F F Muhammad}, url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85033361187&doi=10.1371/journal.pone.0187371&rakan kongsi = 40&md5=f9260d41165145f229a3cf157699635e}, doi = {10.1371/jurnal.pone.0187371}, terbitan = {19326203}, tahun = {2017}, tarikh = {2017-01-01}, jurnal = {PLoS SATU}, isi padu = {12}, nombor = {11}, penerbit = {Perpustakaan Awam Sains}, abstrak = {Dalam kerja ini, ekspresi gen dalam gangguan spektrum autisme (ASD) dianalisis dengan matlamat untuk memilih gen yang paling dikaitkan dan melaksanakan pengelasan. Objektif ini dicapai dengan menggunakan gabungan pelbagai penapis statistik dan mesin vektor sokongan pengoptimuman zarah binari geometri berasaskan pembalut (GBPSO-SVM) algoritma. Penggunaan penapis yang berbeza telah diserlahkan dengan memasukkan kriteria nisbah min dan median untuk membuang gen yang sangat serupa. Keputusan menunjukkan bahawa gen yang paling diskriminatif yang dikenal pasti dalam langkah pemilihan pertama dan terakhir termasuk kehadiran gen berulang. (CAPS2), yang ditugaskan sebagai gen yang paling berkaitan dengan risiko ASD. Subset gen gabungan yang dipilih oleh algoritma GBPSO-SVM dapat meningkatkan ketepatan klasifikasi. © 2017 Hameed et al. Ini ialah artikel akses terbuka yang diedarkan di bawah syarat Lesen Atribusi Creative Commons, yang membenarkan penggunaan tanpa had, pengedaran, dan pembiakan dalam mana-mana medium, dengan syarat penulis dan sumber asal dikreditkan.}, nota = {dipetik oleh 11}, kata kunci = {Ketepatan, Algoritma, Artikel, Autisme, Gangguan Spektrum Autisme, Gen CAPS2, Pengelasan (maklumat), Pengelas, Kajian Eksperimen, Gen, Ekspresi Gen, Pengenalan Gen, Persatuan Genetik, Prosedur Genetik, Risiko Genetik, Genetik, Algoritma Mesin Vektor Sokongan Pengoptimuman Zarah Perduaan Perduaan Geometri, Manusia, Penilaian risiko, Penyeragaman, Penapis Statistik, Parameter Statistik, Statistik, Mesin Vektor Sokongan}, pubstate = {diterbitkan}, tppubtype = {artikel} } Dalam kerja ini, ekspresi gen dalam gangguan spektrum autisme (ASD) dianalisis dengan matlamat untuk memilih gen yang paling dikaitkan dan melaksanakan pengelasan. Objektif ini dicapai dengan menggunakan gabungan pelbagai penapis statistik dan mesin vektor sokongan pengoptimuman zarah binari geometri berasaskan pembalut (GBPSO-SVM) algoritma. Penggunaan penapis yang berbeza telah diserlahkan dengan memasukkan kriteria nisbah min dan median untuk membuang gen yang sangat serupa. Keputusan menunjukkan bahawa gen yang paling diskriminatif yang dikenal pasti dalam langkah pemilihan pertama dan terakhir termasuk kehadiran gen berulang. (CAPS2), yang ditugaskan sebagai gen yang paling berkaitan dengan risiko ASD. Subset gen gabungan yang dipilih oleh algoritma GBPSO-SVM dapat meningkatkan ketepatan klasifikasi. © 2017 Hameed et al. Ini ialah artikel akses terbuka yang diedarkan di bawah syarat Lesen Atribusi Creative Commons, yang membenarkan penggunaan tanpa had, pengedaran, dan pembiakan dalam mana-mana medium, dengan syarat penulis dan sumber asal dikreditkan. |
2014 |
Cassidy, S; Panggil, D; Mitchell, P; Kapten, P Can adults with autism spectrum disorders infer what happened to someone from their emotional response? Artikel Jurnal Penyelidikan Autisme, 7 (1), hlm. 112-123, 2014, ISSN: 19393792, (dipetik oleh 21). Abstrak | Pautan | BibTeX | Tag: Ketepatan, Dewasa, Aged, Artikel, Sindrom Asperger, Perhatian, Autisme, Kelakuan, Cacao, Gangguan Perkembangan Kanak-kanak, Artikel Klinikal, Concept Formation, Kajian Terkawal, Deception, Discrimination (Psikologi), Emosi, Pergerakan Mata, Eye Tracking, Face Processing, Ekspresi wajah, Perempuan, Manusia, Interpersonal Relations, Lelaki, Pertengahan umur, Money, Meresap, Jurnal Keutamaan, Recipient, Recognition, Reference Values, Retrodictive Mindreading, Spontaneous Emotion Recognition, Theory of Mind, Video Recording, Dewasa Muda @artikel{Cassidy2014112, tajuk = {Can adults with autism spectrum disorders infer what happened to someone from their emotional response?}, pengarang = {S Cassidy and D Ropar and P Mitchell and P Chapman}, url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84894307909&doi=10.1002%2faur.1351&rakan kongsi = 40&md5=8c6736bc006e9eebde29427879d023c3}, doi = {10.1002/aur.1351}, terbitan = {19393792}, tahun = {2014}, tarikh = {2014-01-01}, jurnal = {Penyelidikan Autisme}, isi padu = {7}, nombor = {1}, halaman = {112-123}, penerbit = {John Wiley and Sons Inc.}, abstrak = {Can adults with autism spectrum disorders (ASD) infer what happened to someone from their emotional response? Millikan has argued that in everyday life, others' emotions are most commonly used to work out the antecedents of behavior, an ability termed retrodictive mindreading. As those with ASD show difficulties interpreting others' emotions, we predicted that these individuals would have difficulty with retrodictive mindreading. Sixteen adults with high-functioning autism or Asperger's syndrome and 19 typically developing adults viewed 21 video clips of people reacting to one of three gifts (chocolate, monopoly money, or a homemade novelty) and then inferred what gift the recipient received and the emotion expressed by that person. Participants' eye movements were recorded while they viewed the videos. Results showed that participants with ASD were only less accurate when inferring who received a chocolate or homemade gift. This difficulty was not due to lack of understanding what emotions were appropriate in response to each gift, as both groups gave consistent gift and emotion inferences significantly above chance (genuine positive for chocolate and feigned positive for homemade). Those with ASD did not look significantly less to the eyes of faces in the videos, and looking to the eyes did not correlate with accuracy on the task. These results suggest that those with ASD are less accurate when retrodicting events involving recognition of genuine and feigned positive emotions, and challenge claims that lack of attention to the eyes causes emotion recognition difficulties in ASD. Autism Res 2014, 7: 112-123. © 2013 International Society for Autism Research, Berkala Wiley, Inc.}, nota = {dipetik oleh 21}, kata kunci = {Ketepatan, Dewasa, Aged, Artikel, Sindrom Asperger, Perhatian, Autisme, Kelakuan, Cacao, Gangguan Perkembangan Kanak-kanak, Artikel Klinikal, Concept Formation, Kajian Terkawal, Deception, Discrimination (Psikologi), Emosi, Pergerakan Mata, Eye Tracking, Face Processing, Ekspresi wajah, Perempuan, Manusia, Interpersonal Relations, Lelaki, Pertengahan umur, Money, Meresap, Jurnal Keutamaan, Recipient, Recognition, Reference Values, Retrodictive Mindreading, Spontaneous Emotion Recognition, Theory of Mind, Video Recording, Dewasa Muda}, pubstate = {diterbitkan}, tppubtype = {artikel} } Can adults with autism spectrum disorders (ASD) infer what happened to someone from their emotional response? Millikan has argued that in everyday life, others' emotions are most commonly used to work out the antecedents of behavior, an ability termed retrodictive mindreading. As those with ASD show difficulties interpreting others' emotions, we predicted that these individuals would have difficulty with retrodictive mindreading. Sixteen adults with high-functioning autism or Asperger's syndrome and 19 typically developing adults viewed 21 video clips of people reacting to one of three gifts (chocolate, monopoly money, or a homemade novelty) and then inferred what gift the recipient received and the emotion expressed by that person. Participants' eye movements were recorded while they viewed the videos. Results showed that participants with ASD were only less accurate when inferring who received a chocolate or homemade gift. This difficulty was not due to lack of understanding what emotions were appropriate in response to each gift, as both groups gave consistent gift and emotion inferences significantly above chance (genuine positive for chocolate and feigned positive for homemade). Those with ASD did not look significantly less to the eyes of faces in the videos, and looking to the eyes did not correlate with accuracy on the task. These results suggest that those with ASD are less accurate when retrodicting events involving recognition of genuine and feigned positive emotions, and challenge claims that lack of attention to the eyes causes emotion recognition difficulties in ASD. Autism Res 2014, 7: 112-123. © 2013 International Society for Autism Research, Berkala Wiley, Syarikat. |
Ujianadminnaacuitm2020-05-28T06:49:14+00:00
2017 |
Pemilihan dan klasifikasi ekspresi gen dalam gangguan autisme: Penggunaan gabungan penapis statistik dan algoritma GBPSO-SVM Artikel Jurnal PLoS SATU, 12 (11), 2017, ISSN: 19326203, (dipetik oleh 11). |
2014 |
Can adults with autism spectrum disorders infer what happened to someone from their emotional response? Artikel Jurnal Penyelidikan Autisme, 7 (1), hlm. 112-123, 2014, ISSN: 19393792, (dipetik oleh 21). |