Quantitative structure–activity relationship study of serotonin (5-HT7) receptor inhibitors using modified ant colony algorithm and adaptive neuro-fuzzy interference system (ANFIS)

Jalali‐Heravi, Mehdi; Asadollahi-Baboli, M.

doi:10.1016/j.ejmech.2008.09.050

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Carboxamide Derivatives As 5-ht 7 R Ligands1

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Cited by 27 publications

(15 citation statements)

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“…More theoretical details about ANFIS could be find in the corresponding literature [450,453]. ANFIS has been shown good ability as a modeling tool in different QSARs/QSPRs [184,[454][455][456][457][458][459].…”

Section: Accepted Manuscriptmentioning

confidence: 99%

See 1 more Smart Citation

Chemometrics tools in QSAR/QSPR studies: A historical perspective

Yousefinejad

Hemmateenejad

2015

Chemometrics and Intelligent Laboratory Systems

123

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Section: Accepted Manuscriptmentioning

confidence: 99%

“…Some other application of various versions of ACO in descriptor selection of QSPR/QSAR can be found in [265][266][267][268][269][270].…”

Section: Accepted Manuscriptmentioning

confidence: 99%

Chemometrics tools in QSAR/QSPR studies: A historical perspective

Yousefinejad

Hemmateenejad

2015

Chemometrics and Intelligent Laboratory Systems

123

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“…19a-19d, possessed 2-OCH 3 or 2-OCH 2 CH 3 as R 1 substituent, n = 1, and a fluorine residue at the 6- With the aim of rationalize these findings and design high-affinity 5-HT 7 R ligands, binding profile of quinazolinones 19 (Fig. (5)) were subsequently used for a quantitative structure-activity relationship study using modified ant colony algorithm and adaptive neuro-fuzzy interference system [68].…”

Section: Carboxamide Derivatives As 5-ht 7 R Ligandsmentioning

confidence: 99%

Latest Advances Towards the Discovery of 5-HT7 Receptor Ligands

Pittalà

Pittala²

2011

MRMC

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The 5-HT(7)receptor (5-HT(7)R), characterized in 1993, is the most recently described member of the serotonin family. Since its discovery, 5-HT(7)R has been the subject of extensive research due to its widespread distribution in the brain, suggestive of multiple central roles. The focus of this review is to illustrate the literature concerning developments of the last few years (2007-2010) towards the discovery of novel and selective 5-HT(7)R ligands, agonists, antagonist and inverse agonists.

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“…In another study conducted by Shoorehdeli et al [7], a new hybrid learning algorithm is proposed, where PSO is used for training the antecedent part and the forgetting factor recursive least squares algorithm is employed for training the conclusion part. Jalali-Heravi and Asadollahi-Baboli [8] suggested modified ant colony algorithm-based ANFIS training for the prediction of the inhibitory activity of quinazolinone derivatives on serotonin. Khazraee et al [9] trained ANFIS with a differential evolution for model reduction and optimization of reactive batch distillation.…”

Section: Introductionmentioning

confidence: 99%