In this paper we propose a new model of a Modular Neural Network (MNN) with fuzzy integration based on granular computing. The topology and parameters of the model are optimized with a Hierarchical Genetic Algorithm (HGA). The model was applied to the case of human recognition to illustrate its applicability. The proposed method is able to divide the data automatically into sub modules, to work...

In the title coordination polymer, {[Mn(C(12)H(14)O(4))(C(12)H(8)N(2))(H(2)O)]·H(2)O}(n), the Mn(II) atom has a highly distorted cis-MnN(2)O(4) octa-hedral geometry arising from its coordination by a bidentate phenanthroline ligand, a water mol-ecule and monodentate and bidentate adamantane-1,3-dicarboxyl-ate dianions. The bridging dianion leads to [001] chains in the crystal. The chains are li...

Abstract Background Motivated by the size and availability of cell line drug sensitivity data, researchers have been developing machine learning (ML) models for predicting response to advance cancer treatment. As studies continue generating a common question is whether generalization performance existing prediction can be further improved with more training data. Methods We utilize empirical cu...

The structure of the title compound, [Mn(NCS)(2)(C(6)H(8)N(2))(4)], consists of isolated mol-ecules of [Mn(NCS)(2)(Aim)(4)] (Aim = 1-allyl-imidazole), which contain a compressed octa-hedral MnN(6) chromophore (site symmetry [Formula: see text]). The NCS(-) anions are trans and four N atoms from the Aim ligands define the equatorial plane. The mean Mn-N(Aim) and Mn-N(NCS) distances are 2.270 and...

The title complex, [Mn(2)(C(8)H(3)NO(6))(2)(C(12)H(8)N(2))(2)](n), was synthesized under hydro-thermal conditions. The structure contains two independent Mn(II) atoms, each coordinated in a distorted octa-hedral MnN(2)O(4) geometry. [Mn(2)(phen)(2)] units (phen = 1,10-phenantroline) are bridged by 5-nitro-isophthalate (nip) ligands into ladder-like chains parallel to [100]. Adjacent polymeric c...

Abstract C 28 H 21 Br 2 MnN 5 O 4 , triclinic, P 1 ‾ $P\overline{1}$ (no. 2), a = 8.9193(14) Å, b 9.2271(15) c 17.933(3) α 103.574(2)°, β 91.518(2)°, γ 98.762(2)°, V 1415.0(4) Å 3 Z 2, R gt ( F ) 0.0347, wR ref 0.0864, T 2...

Mental nerve neuropathy (MNN), colloquially referred to as numb chin syndrome, is an uncommon neurologic condition that may arise secondary to multiple local and systemic etiologies, and may mimic other pain conditions affecting the mandible. Early recognition of mental nerve neuropathy in conjunction with accurate etiologic identification is crucial, as early pain management may prevent the tr...

Two different phases of the transition-metal dichalcogenide and molybdenum ditelluride (1T′-MoTe2 2H-MoTe2) were grown by chemical vapor transport. Oxygen-free surfaces generated exfoliation in air then analyzed x-ray photoelectron spectroscopy. High-resolution core valence Auger spectra acquired for both materials including Te 3d, 4d, MNN, Mo band spectra. Differences 3d peak positions that pr...

in the present study, five modeling approaches of ra, mlp, mnn, gff, and canfis were applied so as to estimate the radial overcut values in electrochemical drilling process. for these models, four input variables, namely electrolyte concentration, voltage, initial machining gap, and tool feed rate, were selected. the developed models were evaluated in terms of their prediction capability with m...

Abstract C 26 H 20 Br 4 MnN 2 , triclinic, P 1 ‾ $P\overline{1}$ (no. 2), a = 9.5638(11) Å, b 10.2013(11) c 14.6758(16) α 97.534(4)°, β 93.522(4)°, γ 113.149(4)°, V 1295.1(3) Å 3 Z 2, R gt ( F ) 0.0389, wR ref 0.0953, T 22...