Extraction and Comparison of Landscapes Sample Clauses

Extraction and Comparison of Landscapes. To make the comparison, we first extract a latent space from 30 different genera- tions of gene expression profiles of all 5 simulated differentiation profiles. We then apply different dimensionality reduction techniques to the gene expression profiles to extract latent spaces, from which we can extract pseudo time orderings using the MST approach (Sec. 4.1.2.1). An example extraction of the simulated differentiation profile “SLS5001” using Topslam is shown in Figure 4.3a, as well as the direct com- parison of simulated time vs. the extracted pseudo time ordering (Fig. 4.3b). We extract the ordering information using the MST approach, building a MST BGPLVM 0.83±0.19 0.83±0.06 0.84±0.07 0.79±0.08 0.92±0.05 0.93±0.02 0.94±0.08 0.86±0.09 0.77±0.11 0.93±0.03 ± ± ± ± ± SLS8971 SLS3551 SLS3279 SLS5001 SLS5081 topslam 0.88 0.11 0.96 0.01 0.87 0.04 0.85 0.05 0.94 0.02 Isomap PCA 0.88±0.05 0.94±0.02 0.81±0.08 0.76±0.11 0.91±0.04 t-SNE 0.82±0.13 0.76±0.26 0.63±0.21 0.79±0.07 0.82±0.13 Spectral 0.68±0.09 0.77±0.09 0.71±0.11 0.57±0.09 0.81±0.06 ICA 0.88±0.05 0.92±0.05 0.82±0.07 0.75±0.09 0.92±0.02 Table 4.1: Comparison of topslam and Bayesian GPLVM (BGPLVM) to other standard di- mensionality reduction techniques. Shown are mean and standard deviation of Xxxxxxx correlation coefficients between simulated and extracted times. and follow its shortest paths to order the cells seen along it. Results for all dimen- sionality reduction techniques are shown in table 4.2.
AutoNDA by SimpleDocs

Related to Extraction and Comparison of Landscapes

  • Landscape Develop and coordinate landscape design concepts entailing analysis of existing conditions, proposed components and how the occupants will use the facility. Include location and description of planting, ground improvements and visual barriers.

  • Utilities; Amenities The following utilities are included in the Total Rent set forth in this Agreement: Internet access and trash disposal. Resident will pay as additional Rent a pro-rata share (based on the number of contracted residents in possession for the applicable period) for the apartment's usage of electricity and water, applied pro-rata to any partial billing cycle. Resident will be responsible for his or her pro-rata share of electricity and water charges during the term of this Agreement, regardless of actual date of move-in or move-out. No refund or credit will be provided for usage below any applicable allowance levels. In connection with the administration of utility billing during the term of this Agreement, Resident will pay prior to occupying the assigned apartment (or on the first utility bill, at Owner's discretion), a single up-front billing service fee of up to $72.00 (or alternately, at Owner's option, a service fee of up to $6.00 per monthly bill) for administration, billing, overhead and similar expenses and charges incurred by Owner for providing utility allocations and billing services. Upon Resident's request, Owner will provide copies of applicable utility bills. At Owner's option, to the extent permitted by law, Resident may be pre-billed for the estimated amount of charges for any electricity and/or water bills anticipated to be received during the final 30 days of the term or after the end of the term of this Agreement, calculated based on historical electricity and/or water charges for the apartment and pursuant to applicable utility billing laws and regulations. As part of each utility bill, Resident may be charged and agrees to pay promptly to Owner any other miscellaneous charges billed by the utility provider and payable by the customer of record, plus late payment fees and/or NSF fees, as may be applicable, in the amounts stated in paragraph 2 of this Agreement, as liquidated estimates of costs incurred in connection with the administration and collection of late payment. Owner may elect to use one or more third-party service providers for providing, billing and/or servicing utility accounts; Resident acknowledges that such third-party providers are not utility providers. Owner makes no representations and hereby disclaims any and all warranties, express or implied, with respect to any utilities provided, including but not limited to those warranties concerning merchantability and fitness for a particular purpose or use, whether made allegedly by Owner or its representatives or agents, whether in writing or otherwise, except as otherwise expressly stated in this Agreement. Owner does not warrant or guarantee the protection of Resident's privacy during operation of utilities, that such utilities will satisfy Resident's requirements, or that the operation of utilities will be uninterrupted or error free. Resident acknowledges and agrees that neither Owner nor its affiliates, agents, employees or representatives will be responsible to Resident for any non-economic, consequential, incidental, indirect or special damages, including incidental, economic or punitive damages, arising from breach of warranty, breach of contract, negligence or any other legal ground of action, or by reason of the use, discontinuation or modification of any utilities or the termination of any utilities, whether arising from Resident's use of (or inability to use) utilities, or otherwise, even if Owner has been advised of the possibility of such damage. In the event that any utility service proves defective, or is discontinued or terminated, Owner's and Manager's entire combined liability and Resident's exclusive remedy will be limited to a reimbursement of the approximate cost of that utility incurred by Resident, prorated by the day for each day the utility service proved defective, or was discontinued or terminated, for more than 24 hours. Resident agrees to indemnify, defend and hold harmless Owner and its employees, affiliates and agents, from any and all losses, claims, damages, expenses, other liabilities and causes of action of every nature, including attorney fees, which arise directly or indirectly in connection with: (i) violation by Resident of any laws, ordinances, regulations or rules regarding the utilities; or (ii) illegal or inappropriate use of the utilities. Any damage or loss to any utility devices during Resident's occupancy will be charged to Resident (and the other resident(s) in the apartment, as applicable) at the replacement cost. Management will establish schedules and policies for the use of recreation facilities, amenities and other common spaces. Owner may add, remove, close (temporarily or permanently), upgrade or modify any of the recreation facilities, amenities or common spaces in Owner's discretion, without notice or compensation; provided that if this Agreement expressly includes a separate Amenity Fee, Resident's sole remedy will be limited to a pro-rata credit of such Amenity Fee for the period a covered amenity is closed or fully unavailable. SAMPLE

  • Subloop Elements 2.8.1 Where facilities permit, BellSouth shall offer access to its Unbundled Subloop (USL) elements as specified herein.

  • Interior (a) Ceilings, sidewalls and bulkhead panels shall be clean and free of cracks and stains;

  • Evaluation and Comparison of Tenders 2.24.1 The Procuring entity will evaluate and compare the tenders which have been determined to be substantially responsive, pursuant to paragraph 2.22

  • Landscaping Maintaining, tending and cultivating and (as necessary) re-stocking any garden or grassed areas including replacing plants, shrubs and trees as necessary.

  • Installation and Use You may install and use the Software only for the number of licenses acquired by you. In order to exercise your rights to the Software under this Agreement, you must activate your copy of the Software in the manner described during the launch sequence.

  • Installation and Use Rights You may install and use any number of copies of the software on your devices.

  • Restrooms The restrooms, toilets, urinals, vanities and the other apparatus shall not be used for any purpose other than that for which they were constructed, and no foreign substance of any kind whatsoever shall be thrown therein. The expense of any breakage, stoppage or damage resulting from the violation of this rule shall be borne by the Tenant whom, or whose employees or invitees, shall have caused it.

  • Infrastructure Improvements The design, redevelopment and construction and completion of certain infrastructure improvements, including sewer, stormwater, electrical and water main improvements, along with other similar improvements.

Time is Money Join Law Insider Premium to draft better contracts faster.