Optimized association rules are permitted to contain uninstantiated attributes. the optimization procedure is to determine the instantiations such that some measures of the roles are maximized. this paper tries to maximize interest to find more interesting rules. on the other hand, the approach permits the optimized association rule to contain uninstantiated numeric attributes in both the antecedence and the consequence. a naive algorithm of finding such optimized rules can be got by a straightforward extension of the algorithm for only one numeric attribute. unfortunately, that results in a poor performance. a heuristic algorithm that finds the approximate optimal rules is proposed to improve the performance. the experiments with the synthetic data sets show the advantages of interest over confidence on finding interesting rules with two attributes. the experiments with real data set show the approximate linear scalability and good accuracy of the algorithm
優化關聯規則允許在規則中包含未初始化的屬性.優化過程就是確定對這些屬性進行初始化，使得某些度量最大化.最大化
興趣度因子用來發現更加有趣的規則;另一方面，允許優化規則在前提和結果中各包含一個未初始化的數值屬性.對那些處理一個數值屬性的演算法進行直接的擴展，可以得到一個發現這種優化規則的簡單演算法.然而這種方法的性能很差，因此，為了改善性能，提出一種啟發式方法，它發現的是
近似最優的規則.在人造數據集上的實驗結果表明，當優化規則包含兩個數值屬性時，優化
興趣度因子得到的規則比優化可信度得到的規則更有趣.在真實數據集上的實驗結果表明，該演算法具有
近似線性的可擴展性和較好的精度
Nearby, along the serpentine, children happily fed ducks which competed for water space with splashing bathers.
附
近，沿著曲折蜿蜒的水池，孩子們
興高采烈地向池裡的鴨子投食，那些鴨子同鳧水的游泳者們競爭著水面。
The two girls, on whom, kneeling down on the wet ground, and looking through the low, latticed window of moor house kitchen, i had gazed with so bitter a mixture of interest and despair, were my near kinswomen ; and the young and stately gentleman who had found me almost dying at his threshold was my blood relation
那天我跪在濕淋淋的地上，透過沼澤居低矮的格子窗，帶著既感
興趣而又絕望的痛苦復雜的心情，凝視著這兩位姑娘，原來她們竟是我的
近親。而這位發現我險些死在他門檻邊的年輕莊重的紳士，就是我的血肉之親。
Nearby, the emerging college city of songjiang turned to a british engineering consultancy to construct an english - style community called thames town
附
近興建的松江大學城聘請了一家英國的工程咨詢公司，打造了一個名為泰晤士鎮的英式社區。
In 1970, the first desalination plant was built on castle peak road, near tai lam chung reservoir. this site was chosen because of its close proximity to the zhujiang river estuary, where the seawater was clearer and less salty. additionally, the desalinated water could be channelled directly to the nearby tai lam chung reservoir
1970年首座海水化淡試驗廠于青山道大欖涌水塘附
近興建，化淡廠
興建地點，主要考慮到該地位於珠江出口，海水鹽份較低，水質較清，且鄰
近大欖涌水塘，海水淡化后可直接輸往水塘等各因素。
Construction of footbridge system near ma liu shui san tsuen
于馬料水山村附
近興建行人天橋系統
Don ' t smoke cigarette, not gamble ; the personality is best can with me close by, interest 相 hurl. behave humor and wit humor, have generous of breadth of mind
不吸煙、不賭錢；性格最好能和我相
近，
興趣相投。為人風趣幽默，有寬大的胸襟。
The entire village of ma wan at tung chung, lantau island, was removed and the villagers moved to a government - built village at nearby pa mei in connection with phase ii of the tung chung new town development
在東涌新市鎮第二期發展計劃中，大嶼山東涌馬灣村全村搬遷，政府在壩尾附
近興建遷置村，安置該村村民。
The recently rising usb technology, simplifies the operation of interface, and also has higher data transferring speed
同時，最
近興起的usb技術，簡化了擴展介面的操作，安裝簡便，數據傳輸速度較快。
Moreover, under the established planning system, a set of criteria is used to govern the construction of residential premises in the vicinity of phis
此外，現行的規劃機制下設有一套準則，處理于潛在危險裝置附
近興建住宅的事宜。
Shortly before 7. 40 am, a motorcycle driven by a 25 - year - old man was travelling along the third lane of west kowloon highway towards the new territories. upon reaching near hing wah street west, it reportedly rammed a light goods vehicle which stopped on the same lane
上午約七時四十分，一名二十五歲男子駕駛電單車沿西九龍公路第三線行駛，途經
近興華街西時，據報撞向一輛停在第三線的輕型貨車。
We register xingfa brand as well - known chinese trademark and chinese famous product, enhancing its reputation and raising competition. we also expand our business into international market, cooperating with international noted companies, surveying europe and unite states. for the goal to improve our international competition and build an one - hundred - year brand, we register xingya trademark in united states, singapore, japan, britain, denmark and other countries
與國際知名公司進行合作洽談，實地考慮歐美等國，增強公司的國際競爭力，爭創百年品牌：為鞏固
興發產品在國際上的競爭力，具有戰略眼光的公司領導人把眼光投向了世界，在美國、新加坡、日本、英國、丹麥等國家注冊「
興發牌」商標，讓
興發產品走出國門，走向世界；世界正在走
近興發，
興發正在走向世界。
Impact on the environment and traffic of three concrete batching plants to be built in the vicinity of tong yan san tsuen
將在唐人新村附
近興建的3間混凝土配料廠對環境及交通的影響
Recent works of this type include the creation of wetland wildlife habitats associated with river training works in the north - western new territories and the ongoing construction of a major wetland area near tin shui wai
上述工程包括在新界西北部治理河道時建設的野生動物棲息濕地，以及在天水圍附
近興建中的大型人工濕地。
When his parents visited yoichi in july, his father kazusada - also a soccer devotee - told him he had picked up two tickets and they would make it a father - son event
他遇難前因為世界盃球賽的即將臨
近興奮不已，去年2月份他還從紐約打電話給他的父母，讓他們為他訂購球票。
Construction of pier works near tsoi yuen tsuen
菜園村附
近興建橋墩
Bionic study is a recently emerged research method of management
仿生化研究是最近興起的管理學研究的新熱點。
