Fosil yakıtların azalması ile birlikte enerji verimliliği kavramı gün geçtikçe önem kazanmaktadır. Enerjinin büyük bir bölümü binaların yapım ve kullanımında tüketildiğinden binalardaki tasarrufunu sağlamak için ısıtma soğutma yüklerinin hesaplanması gerekir. Bu yükler simülasyon yazılımları kullanılarak hesaplanmaktadır ancak bu süreç çok zaman alabilir kullanıcı deneyimi gerektirir. Makine öğ...

Purpose This study assessed whether gabapentin given preoperatively and for two days postoperatively (in addition to patient-controlled analgesia [PCA] morphine, acetaminophen, and ketorolac) is effective in reducing morphine requirements and moderating pain scores when compared with placebo for primary total knee arthroplasty. Methods This single-centre double-blind randomized controlled trial...

To tidy up one’s room, city, region or country is a simple and proper idea, though hardly realizable without love. The absence of this love due to the unrootedness people. coronavirus pandemic will make people reconsider their attitude towards land, small towns metropolitan cities.

The unconstrained binary quadratic optimization problem (UQP) is known to be NP-hard and due to its computational challenge and application potential, it becomes more and more considered and involved by the recent research studies, including both exact and heuristic solution approaches. Our work is in line with that of Glover, Alidaee, Rego and Kochenberger (2002) who proposed one pass heuristi...

Recent advances in natural language processing have produced libraries that extract lowlevel features from a collection of raw texts. These features, known as annotations, are usually stored internally in hierarchical, tree-based data structures. This paper proposes a data model to represent annotations as a collection of normalized relational data tables optimized for exploratory data analysis...

The package cleanNLP provides a set of fast tools for converting a textual corpus into a set of normalized tables. The underlying natural language processing pipeline utilizes Stanford’s CoreNLP library, exposing a number of annotation tasks for text written in English, French, German, and Spanish. Annotators include tokenization, part of speech tagging, named entity recognition, entity linking...